KERNEL 3x3:
KERNEL 5x5:
KERNEL 7x7:
PARAMETER KINERJA:
SEMUA EVENT CALLBACK GUI MATLAB:
function varargout = Anti_Pengaburan_Wiener_Hunt(varargin)
% ANTI_PENGABURAN_WIENER_HUNT MATLAB code for Anti_Pengaburan_Wiener_Hunt.fig
% ANTI_PENGABURAN_WIENER_HUNT, by itself, creates a new ANTI_PENGABURAN_WIENER_HUNT or raises the existing
% singleton*.
%
% H = ANTI_PENGABURAN_WIENER_HUNT returns the handle to a new ANTI_PENGABURAN_WIENER_HUNT or the handle to
% the existing singleton*.
%
% ANTI_PENGABURAN_WIENER_HUNT('CALLBACK',hObject,eventData,handles,...) calls the local
% function named CALLBACK in ANTI_PENGABURAN_WIENER_HUNT.M with the given input arguments.
%
% ANTI_PENGABURAN_WIENER_HUNT('Property','Value',...) creates a new ANTI_PENGABURAN_WIENER_HUNT or raises the
% existing singleton*. Starting from the left, property value pairs are
% applied to the GUI before Anti_Pengaburan_Wiener_Hunt_OpeningFcn gets called. An
% unrecognized property name or invalid value makes property application
% stop. All inputs are passed to Anti_Pengaburan_Wiener_Hunt_OpeningFcn via varargin.
%
% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one
% instance to run (singleton)".
%
% See also: GUIDE, GUIDATA, GUIHANDLES
% Edit the above text to modify the response to help Anti_Pengaburan_Wiener_Hunt
% Last Modified by GUIDE v2.5 28-Mar-2017 14:00:25
% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name', mfilename, ...
'gui_Singleton', gui_Singleton, ...
'gui_OpeningFcn', @Anti_Pengaburan_Wiener_Hunt_OpeningFcn, ...
'gui_OutputFcn', @Anti_Pengaburan_Wiener_Hunt_OutputFcn, ...
'gui_LayoutFcn', [] , ...
'gui_Callback', []);
if nargin && ischar(varargin{1})
gui_State.gui_Callback = str2func(varargin{1});
end
if nargout
[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
else
gui_mainfcn(gui_State, varargin{:});
end
% End initialization code - DO NOT EDIT
% --- Executes just before Anti_Pengaburan_Wiener_Hunt is made visible.
function Anti_Pengaburan_Wiener_Hunt_OpeningFcn(hObject, eventdata, handles, varargin)
% This function has no output args, see OutputFcn.
% hObject handle to figure
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% varargin command line arguments to Anti_Pengaburan_Wiener_Hunt (see VARARGIN)
% Choose default command line output for Anti_Pengaburan_Wiener_Hunt
handles.output = hObject;
% Update handles structure
guidata(hObject, handles);
set(handles.tombolDerau,'Enable','off');
set(handles.tombolKabur,'Enable','off');
set(handles.tombolRotasi,'Enable','off');
set(handles.tombolIntensitas,'Enable','off');
set(handles.tombolReset,'Enable','off');
set(handles.tombolEvaluasi,'Enable','off');
%set(handles.tombolEvaluasiBandPass,'Enable','off');
%set(handles.tombolEvaluasiHighPass,'Enable','off');
%set(handles.tombolEvaluasiBandStop,'Enable','off');
%set(handles.tombolDerau, 'Visible', 'Off');
% UIWAIT makes Anti_Pengaburan_Wiener_Hunt wait for user response (see UIRESUME)
% uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line.
function varargout = Anti_Pengaburan_Wiener_Hunt_OutputFcn(hObject, eventdata, handles)
% varargout cell array for returning output args (see VARARGOUT);
% hObject handle to figure
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Get default command line output from handles structure
varargout{1} = handles.output;
% --- Executes on button press in pushbutton1.
function pushbutton1_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolDerau,'Enable','off');
set(handles.tombolKabur,'Enable','on');
set(handles.tombolRotasi,'Enable','off');
set(handles.tombolIntensitas,'Enable','off');
set(handles.tombolReset,'Enable','on');
set(handles.tombolEvaluasi,'Enable','off');
[namafile namapath]=uigetfile('*.jpg;*.bmp;*.jpeg;*.png;*.tif;','Pilih Sebuah Citra');
namacitra=[namapath namafile];
if(size(namacitra,3) == 3)
namacitra = rgb2gray(namacitra);
end
axes(handles.axes1)
imshow(namacitra); title('Citra Semula');
global I
I = getimage(handles.axes1);
% --- Executes on button press in pushbutton2.
function pushbutton2_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I
size(I)
switch get(handles.popupmenu1,'Value')
case 1
kabur = I;
case 2
H = fspecial('average',11);
kabur = imfilter(I,H,'replicate');
case 3
H = fspecial('motion',20,45);
kabur = imfilter(I,H,'replicate');
case 4
H = fspecial('disk',10);
kabur = imfilter(I,H,'replicate');
case 5
H = fspecial('gaussian',[11 11], 10);
kabur = imfilter(I,H,'replicate');
end
axes(handles.axes3)
imshow(uint8(kabur));
%axes(handles.axes3)
%imhist(uint8(kabur),128);
global I_kabur
I_kabur = getimage(handles.axes3);
% --- Executes on button press in pushbutton3.
function pushbutton3_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I_kabur
size(I_kabur)
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
switch get(handles.popupmenu2,'Value')
case 1
derau = imnoise(I_kabur,'gaussian', 0,variansi);
case 2
derau = imnoise(I_kabur, 'poisson');
case 3
derau = imnoise(I_kabur,'salt & pepper',variansi);
case 4
derau = imnoise(I_kabur,'speckle',variansi);
end
axes(handles.axes3)
imshow(uint8(derau));
%axes(handles.axes3)
%imhist(uint8(derau),128);
global I_derau
I_derau = derau;
% --- Executes on button press in tapis inverse.
function pushbutton4_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
%global I_derau
%global I_kabur
global I
%kasus 1
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
mu=20;
lambda=1;
[M,N]=size(I);
H1 = fspecial('average',11);
kabur1 = imfilter(I,H1,'replicate');
derau1 = imnoise(kabur1,'gaussian', 0,variansi);
g_denoise_atv = SB_ATV(double(derau1),mu,0.1,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE1 = sum(sum(error .* error)) / (M * M);
set(handles.edit1, 'String', num2str(MSE1));
%kasus 2
H2 = fspecial('gaussian',[11 11], 10);
kabur2 = imfilter(I,H2,'replicate');
derau2 = imnoise(kabur2, 'poisson');
g_denoise_atv = SB_ATV(double(derau2),mu,0.1,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE2 = sum(sum(error .* error)) / (M * M);
set(handles.edit5, 'String', num2str(MSE2));
%kasus 3
H3 = fspecial('disk',10);
kabur3 = imfilter(I,H3,'replicate');
derau3 = imnoise(kabur3,'salt & pepper',variansi);
g_denoise_atv = SB_ATV(double(derau3),mu,0.1,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE3 = sum(sum(error .* error)) / (M * M);
set(handles.edit9, 'String', num2str(MSE3));
%kasus 4
H4 = fspecial('motion',20,45);
kabur4 = imfilter(I,H4,'replicate');
derau4 = imnoise(kabur4,'speckle',variansi);
g_denoise_atv = SB_ATV(double(derau4),mu,0.1,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE4 = sum(sum(error .* error)) / (M * M);
set(handles.edit13, 'String', num2str(MSE4));
MSE_1 = [MSE1 MSE2 MSE3 MSE4];
global MSE_1
% --- Executes on selection change in popupmenu1.
function popupmenu1_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu1 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu1
% --- Executes during object creation, after setting all properties.
function popupmenu1_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in popupmenu2.
function popupmenu2_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu2 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu2
% --- Executes during object creation, after setting all properties.
function popupmenu2_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton5.
function pushbutton5_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I
%kasus 1
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
mu=20;
lambda=1;
tol=0.05;
[M,N]=size(I);
H1 = fspecial('average',11);
kabur1 = imfilter(I,H1,'replicate');
derau1 = imnoise(kabur1,'gaussian', 0,variansi);
g_denoise_atv = SB_ATV(double(derau1),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE1 = sum(sum(error .* error)) / (M * M);
set(handles.edit2, 'String', num2str(MSE1));
%kasus 2
H2 = fspecial('gaussian',[11 11], 10);
kabur2 = imfilter(I,H2,'replicate');
derau2 = imnoise(kabur2, 'poisson');
g_denoise_atv = SB_ATV(double(derau2),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE2 = sum(sum(error .* error)) / (M * M);
set(handles.edit6, 'String', num2str(MSE2));
%kasus 3
H3 = fspecial('disk',10);
kabur3 = imfilter(I,H3,'replicate');
derau3 = imnoise(kabur3,'salt & pepper',variansi);
g_denoise_atv = SB_ATV(double(derau3),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE3 = sum(sum(error .* error)) / (M * M);
set(handles.edit10, 'String', num2str(MSE3));
%kasus 4
H4 = fspecial('motion',20,45);
kabur4 = imfilter(I,H4,'replicate');
derau4 = imnoise(kabur4,'speckle',variansi);
g_denoise_atv = SB_ATV(double(derau4),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE4 = sum(sum(error .* error)) / (M * M);
set(handles.edit14, 'String', num2str(MSE4));
MSE_2 = [MSE1 MSE2 MSE3 MSE4];
global MSE_2
% --- Executes on button press in pushbutton6.
function pushbutton6_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton6 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I
%kasus 1
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
mu=20;
lambda=1;
tol=0.01
[M,N]=size(I);
H1 = fspecial('average',11);
kabur1 = imfilter(I,H1,'replicate');
derau1 = imnoise(kabur1,'gaussian', 0,variansi);
g_denoise_atv = SB_ATV(double(derau1),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE1 = sum(sum(error .* error)) / (M * M);
set(handles.edit3, 'String', num2str(MSE1));
%kasus 2
H2 = fspecial('gaussian',[11 11], 10);
kabur2 = imfilter(I,H2,'replicate');
derau2 = imnoise(kabur2, 'poisson');
g_denoise_atv = SB_ATV(double(derau2),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE2 = sum(sum(error .* error)) / (M * M);
set(handles.edit7, 'String', num2str(MSE2));
%kasus 3
H3 = fspecial('disk',10);
kabur3 = imfilter(I,H3,'replicate');
derau3 = imnoise(kabur3,'salt & pepper',variansi);
g_denoise_atv = SB_ATV(double(derau3),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE3 = sum(sum(error .* error)) / (M * M);
set(handles.edit11, 'String', num2str(MSE3));
%kasus 4
H4 = fspecial('motion',20,45);
kabur4 = imfilter(I,H4,'replicate');
derau4 = imnoise(kabur4,'speckle',variansi);
g_denoise_atv = SB_ATV(double(derau4),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE4 = sum(sum(error .* error)) / (M * M);
set(handles.edit15, 'String', num2str(MSE4));
MSE_3 = [MSE1 MSE2 MSE3 MSE4];
global MSE_3
% --- Executes on button press in pushbutton7.
function pushbutton7_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I
%kasus 1
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
mu=20;
lambda=1;
tol=0.005
[M,N]=size(I);
H1 = fspecial('average',11);
kabur1 = imfilter(I,H1,'replicate');
derau1 = imnoise(kabur1,'gaussian', 0,variansi);
g_denoise_atv = SB_ATV(double(derau1),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE1 = sum(sum(error .* error)) / (M * M);
set(handles.edit4, 'String', num2str(MSE1));
%kasus 2
H2 = fspecial('gaussian',[11 11], 10);
kabur2 = imfilter(I,H2,'replicate');
derau2 = imnoise(kabur2, 'poisson');
g_denoise_atv = SB_ATV(double(derau2),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE2 = sum(sum(error .* error)) / (M * M);
set(handles.edit8, 'String', num2str(MSE2));
%kasus 3
H3 = fspecial('disk',10);
kabur3 = imfilter(I,H3,'replicate');
derau3 = imnoise(kabur3,'salt & pepper',variansi);
g_denoise_atv = SB_ATV(double(derau3),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE3 = sum(sum(error .* error)) / (M * M);
set(handles.edit12, 'String', num2str(MSE3));
%kasus 4
H4 = fspecial('motion',20,45);
kabur4 = imfilter(I,H4,'replicate');
derau4 = imnoise(kabur4,'speckle',variansi);
g_denoise_atv = SB_ATV(double(derau4),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE4 = sum(sum(error .* error)) / (M * M);
set(handles.edit16, 'String', num2str(MSE4));
MSE_4 = [MSE1 MSE2 MSE3 MSE4];
global MSE_4
% --- Executes on button press in pushbutton8.
function pushbutton8_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
function edit1_Callback(hObject, eventdata, handles)
% hObject handle to edit1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit1 as text
% str2double(get(hObject,'String')) returns contents of edit1 as a double
% --- Executes during object creation, after setting all properties.
function edit1_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit2_Callback(hObject, eventdata, handles)
% hObject handle to edit2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit2 as text
% str2double(get(hObject,'String')) returns contents of edit2 as a double
% --- Executes during object creation, after setting all properties.
function edit2_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit3_Callback(hObject, eventdata, handles)
% hObject handle to edit3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit3 as text
% str2double(get(hObject,'String')) returns contents of edit3 as a double
% --- Executes during object creation, after setting all properties.
function edit3_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit4_Callback(hObject, eventdata, handles)
% hObject handle to edit4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit4 as text
% str2double(get(hObject,'String')) returns contents of edit4 as a double
% --- Executes during object creation, after setting all properties.
function edit4_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in popupmenu4.
function popupmenu4_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu4 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu4
% --- Executes during object creation, after setting all properties.
function popupmenu4_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in popupmenu3.
function popupmenu3_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu3 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu3
% --- Executes during object creation, after setting all properties.
function popupmenu3_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton14.
function pushbutton14_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton14 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton13.
function pushbutton13_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton13 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton12.
function pushbutton12_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton12 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton9.
function pushbutton9_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton9 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
function edit5_Callback(hObject, eventdata, handles)
% hObject handle to edit5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit5 as text
% str2double(get(hObject,'String')) returns contents of edit5 as a double
% --- Executes during object creation, after setting all properties.
function edit5_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit6_Callback(hObject, eventdata, handles)
% hObject handle to edit6 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit6 as text
% str2double(get(hObject,'String')) returns contents of edit6 as a double
% --- Executes during object creation, after setting all properties.
function edit6_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit6 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit7_Callback(hObject, eventdata, handles)
% hObject handle to edit7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit7 as text
% str2double(get(hObject,'String')) returns contents of edit7 as a double
% --- Executes during object creation, after setting all properties.
function edit7_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit8_Callback(hObject, eventdata, handles)
% hObject handle to edit8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit8 as text
% str2double(get(hObject,'String')) returns contents of edit8 as a double
% --- Executes during object creation, after setting all properties.
function edit8_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton10.
function pushbutton10_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton10 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
function edit9_Callback(hObject, eventdata, handles)
% hObject handle to edit9 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit9 as text
% str2double(get(hObject,'String')) returns contents of edit9 as a double
% --- Executes during object creation, after setting all properties.
function edit9_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit9 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit10_Callback(hObject, eventdata, handles)
% hObject handle to edit10 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit10 as text
% str2double(get(hObject,'String')) returns contents of edit10 as a double
% --- Executes during object creation, after setting all properties.
function edit10_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit10 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit11_Callback(hObject, eventdata, handles)
% hObject handle to edit11 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit11 as text
% str2double(get(hObject,'String')) returns contents of edit11 as a double
% --- Executes during object creation, after setting all properties.
function edit11_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit11 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit12_Callback(hObject, eventdata, handles)
% hObject handle to edit12 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit12 as text
% str2double(get(hObject,'String')) returns contents of edit12 as a double
% --- Executes during object creation, after setting all properties.
function edit12_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit12 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton11.
function pushbutton11_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton11 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
function edit13_Callback(hObject, eventdata, handles)
% hObject handle to edit13 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit13 as text
% str2double(get(hObject,'String')) returns contents of edit13 as a double
% --- Executes during object creation, after setting all properties.
function edit13_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit13 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit14_Callback(hObject, eventdata, handles)
% hObject handle to edit14 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit14 as text
% str2double(get(hObject,'String')) returns contents of edit14 as a double
% --- Executes during object creation, after setting all properties.
function edit14_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit14 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit15_Callback(hObject, eventdata, handles)
% hObject handle to edit15 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit15 as text
% str2double(get(hObject,'String')) returns contents of edit15 as a double
% --- Executes during object creation, after setting all properties.
function edit15_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit15 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit16_Callback(hObject, eventdata, handles)
% hObject handle to edit16 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit16 as text
% str2double(get(hObject,'String')) returns contents of edit16 as a double
% --- Executes during object creation, after setting all properties.
function edit16_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit16 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton15.
function pushbutton15_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton15 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
cla(handles.axes1,'reset');
cla(handles.axes2,'reset');
cla(handles.axes3,'reset');
cla(handles.axes4,'reset');
cla(handles.axes5,'reset');
set(handles.edit1, 'String', num2str(0));
set(handles.edit2, 'String', num2str(0));
set(handles.edit3, 'String', num2str(0));
set(handles.edit4, 'String', num2str(0));
set(handles.edit5, 'String', num2str(0));
set(handles.edit6, 'String', num2str(0));
set(handles.edit7, 'String', num2str(0));
set(handles.edit8, 'String', num2str(0));
set(handles.edit9, 'String', num2str(0));
set(handles.edit10, 'String', num2str(0));
set(handles.edit11, 'String', num2str(0));
set(handles.edit12, 'String', num2str(0));
set(handles.edit13, 'String', num2str(0));
set(handles.edit14, 'String', num2str(0));
set(handles.edit15, 'String', num2str(0));
set(handles.edit16, 'String', num2str(0));
set(handles.edit18, 'String', num2str(0));
% --- Executes on button press in pushbutton16.
function pushbutton16_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton16 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
close(denoising_adaptif_wavelet);
% --- Executes when selected object is changed in uipanel4.
function uipanel4_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel4
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
global I_derau
global I
g = I_derau;
[N,M]=size(g);
switch get(eventdata.NewValue,'Tag') % Mendapatkan tag dari objek terseleksi
case 'radiobutton1'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Universal Shrink (US)
M=size(g,1)^2;
US=variansi*sqrt(2*log(M))
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
softC=[wthresh(C(1:S(1,1)^2),'s',US), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
%softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',US)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit18, 'String', num2str(MSE1));
case 'radiobutton2'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Visu Shrink (VS)
N=size(g,1)^2;
VS=variansi*sqrt(2*log(N*N)) + 0.25*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
softC=[wthresh(C(1:S(1,1)^2),'h',VS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
%softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',US)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit18, 'String', num2str(MSE1));
case 'radiobutton3'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Minimax Shrink (MS)
N=size(g,1)^2;
MS=0.394+0.264*log(N)+ 0.5*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
softC=[wthresh(C(1:S(1,1)^2),'h',MS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
%softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',US)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit18, 'String', num2str(MSE1));
case 'radiobutton4'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
%[C,S]=wavedec2(g,level,wavelet);
% Ambang-batas SURE Shrink (SS)
citraBaru = NeighShrinkSUREdenoise(g, variansi, wavelet, level);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / ((M * N)*N);
set(handles.edit18, 'String', num2str(MSE1));
case 'radiobutton9'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
% Ambang-batas Bayes Shrink (SS)
SS = bayesthf(g,variansi) + 0.25*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
softC=[wthresh(C(1:S(1,1)^2),'h',SS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
%softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',US)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / ((M * N)*N);
set(handles.edit18, 'String', num2str(MSE1));
end
function edit17_Callback(hObject, eventdata, handles)
% hObject handle to edit17 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit17 as text
% str2double(get(hObject,'String')) returns contents of edit17 as a double
% --- Executes during object creation, after setting all properties.
function edit17_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit17 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on slider movement.
function slider2_Callback(hObject, eventdata, handles)
% hObject handle to slider2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'Value') returns position of slider
% get(hObject,'Min') and get(hObject,'Max') to determine range of slider
% --- Executes during object creation, after setting all properties.
function slider2_CreateFcn(hObject, eventdata, handles)
% hObject handle to slider2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: slider controls usually have a light gray background.
if isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor',[.9 .9 .9]);
end
function edit18_Callback(hObject, eventdata, handles)
% hObject handle to edit18 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit18 as text
% str2double(get(hObject,'String')) returns contents of edit18 as a double
% --- Executes during object creation, after setting all properties.
function edit18_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit18 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit19_Callback(hObject, eventdata, handles)
% hObject handle to edit19 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit19 as text
% str2double(get(hObject,'String')) returns contents of edit19 as a double
% --- Executes during object creation, after setting all properties.
function edit19_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit19 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit20_Callback(hObject, eventdata, handles)
% hObject handle to edit20 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit20 as text
% str2double(get(hObject,'String')) returns contents of edit20 as a double
% --- Executes during object creation, after setting all properties.
function edit20_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit20 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit21_Callback(hObject, eventdata, handles)
% hObject handle to edit21 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit21 as text
% str2double(get(hObject,'String')) returns contents of edit21 as a double
% --- Executes during object creation, after setting all properties.
function edit21_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit21 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit22_Callback(hObject, eventdata, handles)
% hObject handle to edit22 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit22 as text
% str2double(get(hObject,'String')) returns contents of edit22 as a double
% --- Executes during object creation, after setting all properties.
function edit22_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit22 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton17.
function pushbutton17_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton17 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global MSE_1
global MSE_2
global MSE_3
global MSE_4
global MSE_5
axes(handles.axes5)
plot(MSE_1,'-.r*')
hold on
plot(MSE_2,'--mo')
plot(MSE_3,':bs')
plot(MSE_4,'-kd')
plot(MSE_5,'--kd')
hold off
legend('0.1','0.05', '0.01', '0.005', '0.001');
title('Perbandingan MSE dari lima teknik ambang-batas adaptif');
axis([1 4 -1 500])
% --- Executes on button press in pushbutton18.
function pushbutton18_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton18 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
tol = str2double(get(handles.editKunci,'String'));
lambda = str2double(get(handles.editLambda,'String'));
mu = str2double(get(handles.editMu,'String'));
% Memuat citra
X=im2double(getimage(handles.axes3));
[N,M] = size(X);
H = fspecial('gaussian', [9 9], 2);
g_denoise_itv = SB_ITV(X,mu,tol,lambda);
% Menampilkan hasil
axes(handles.axes4); imagesc(reshape(g_denoise_itv,N,N)); axis image;
title('Denoising Tv Isotropis');
function editLevel_Callback(hObject, eventdata, handles)
% hObject handle to editLevel (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editLevel as text
% str2double(get(hObject,'String')) returns contents of editLevel as a double
% --- Executes during object creation, after setting all properties.
function editLevel_CreateFcn(hObject, eventdata, handles)
% hObject handle to editLevel (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes during object creation, after setting all properties.
function uipanel4_CreateFcn(hObject, eventdata, handles)
% hObject handle to uipanel4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
function edit32_Callback(hObject, eventdata, handles)
% hObject handle to edit32 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit32 as text
% str2double(get(hObject,'String')) returns contents of edit32 as a double
% --- Executes during object creation, after setting all properties.
function edit32_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit32 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in popupmenu5.
function popupmenu5_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu5 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu5
% --- Executes during object creation, after setting all properties.
function popupmenu5_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editVariansi_Callback(hObject, eventdata, handles)
% hObject handle to editVariansi (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editVariansi as text
% str2double(get(hObject,'String')) returns contents of editVariansi as a double
% --- Executes during object creation, after setting all properties.
function editVariansi_CreateFcn(hObject, eventdata, handles)
% hObject handle to editVariansi (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes when selected object is changed in uipanel10.
function uipanel10_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel10
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
global I_derau
global I
g = I_derau;
[N,M]=size(g);
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
switch get(eventdata.NewValue,'Tag') % Mendapatkan tag dari objek terseleksi
case 'radiobutton20'
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Universal Shrink (US)
M=size(g,1)^2;
US=variansi*sqrt(2*log(M))+ 0.01*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
%softC=[wthresh(C(1:S(1,1)^2),'s',US), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',US)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit32, 'String', num2str(MSE1));
case 'radiobutton21'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Visu Shrink (VS)
N=size(g,1)^2;
VS=variansi*sqrt(2*log(N*N)) + 0.75*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
%softC=[wthresh(C(1:S(1,1)^2),'h',VS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',VS)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit32, 'String', num2str(MSE1));
case 'radiobutton22'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
%Minimax Shrink (MS)
N=size(g,1)^2;
MS=0.394+0.264*log(N)+ 0.5*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
%softC=[wthresh(C(1:S(1,1)^2),'h',MS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',MS)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / (M * N);
set(handles.edit32, 'String', num2str(MSE1));
case 'radiobutton23'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
%[C,S]=wavedec2(g,level,wavelet);
% Ambang-batas SURE Shrink (SS)
citraBaru = NeighShrinkSUREdenoise_approksimasi(g, variansi, wavelet, level);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / ((M * N)*N);
set(handles.edit32, 'String', num2str(MSE1));
case 'radiobutton24'
% Mendefinisikan level dekomposisi
level = str2double(get(handles.editLevel,'String'));
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
% Mendefinisikan wavelet
switch get(handles.popupmenu5,'Value')
case 1
wavelet = 'db4';
case 2
wavelet = 'db8';
case 3
wavelet = 'coif4';
case 4
wavelet = 'sym3';
case 5
wavelet = 'bior3.7';
end
%Melakukan dekomposisi wavelet
[C,S]=wavedec2(g,level,wavelet);
% Ambang-batas Bayes Shrink (SS)
SS = bayesthf(g,variansi) + 0.25*max(C);
%Ambang-batas halus
%Hanya pada koefisien-koefisien aproksimasi
%softC=[wthresh(C(1:S(1,1)^2),'h',SS), C(S(1,1)^2+1:length(C))];
%Pada koefisien-koefisien detil
softC=[C(1:S(1,1)^2), wthresh(C(S(1,1)^2+1:length(C)),'s',SS)];
%Merekonstruksi citra dari koefisien-koefisien hasil ambang-batas
citraBaru=waverec2(softC,S,wavelet);
%Menampilkan hasil citra ambang-batas
axes(handles.axes4)
imagesc(citraBaru); axis off;
error = double(I) - citraBaru;
MSE1 = sum(sum(error .* error)) / ((M * N)*N);
set(handles.edit32, 'String', num2str(MSE1));
end
% --------------------------------------------------------------------
function uipanel4_ButtonDownFcn(hObject, eventdata, handles)
% hObject handle to uipanel4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton19.
function pushbutton19_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton19 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I
%kasus 1
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
mu=20;
lambda=1;
tol=0.001;
[M,N]=size(I);
H1 = fspecial('average',11);
kabur1 = imfilter(I,H1,'replicate');
derau1 = imnoise(kabur1,'gaussian', 0,variansi);
g_denoise_atv = SB_ATV(double(derau1),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE1 = sum(sum(error .* error)) / (M * M);
set(handles.edit34, 'String', num2str(MSE1));
%kasus 2
H2 = fspecial('gaussian',[11 11], 10);
kabur2 = imfilter(I,H2,'replicate');
derau2 = imnoise(kabur2, 'poisson');
g_denoise_atv = SB_ATV(double(derau2),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE2 = sum(sum(error .* error)) / (M * M);
set(handles.edit35, 'String', num2str(MSE2));
%kasus 3
H3 = fspecial('disk',10);
kabur3 = imfilter(I,H3,'replicate');
derau3 = imnoise(kabur3,'salt & pepper',variansi);
g_denoise_atv = SB_ATV(double(derau3),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE3 = sum(sum(error .* error)) / (M * M);
set(handles.edit36, 'String', num2str(MSE3));
%kasus 4
H4 = fspecial('motion',20,45);
kabur4 = imfilter(I,H4,'replicate');
derau4 = imnoise(kabur4,'speckle',variansi);
g_denoise_atv = SB_ATV(double(derau4),mu,tol,lambda);
error = double(I) - reshape(g_denoise_atv,M,M);
MSE4 = sum(sum(error .* error)) / (M * M);
set(handles.edit37, 'String', num2str(MSE4));
MSE_5 = [MSE1 MSE2 MSE3 MSE4];
global MSE_5
function edit34_Callback(hObject, eventdata, handles)
% hObject handle to edit34 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit34 as text
% str2double(get(hObject,'String')) returns contents of edit34 as a double
% --- Executes during object creation, after setting all properties.
function edit34_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit34 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit35_Callback(hObject, eventdata, handles)
% hObject handle to edit35 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit35 as text
% str2double(get(hObject,'String')) returns contents of edit35 as a double
% --- Executes during object creation, after setting all properties.
function edit35_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit35 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit36_Callback(hObject, eventdata, handles)
% hObject handle to edit36 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit36 as text
% str2double(get(hObject,'String')) returns contents of edit36 as a double
% --- Executes during object creation, after setting all properties.
function edit36_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit36 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit37_Callback(hObject, eventdata, handles)
% hObject handle to edit37 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit37 as text
% str2double(get(hObject,'String')) returns contents of edit37 as a double
% --- Executes during object creation, after setting all properties.
function edit37_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit37 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton20.
function pushbutton20_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton20 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
a = double(getimage(handles.axes3));
imt = double(getimage(handles.axes1));
%menampilkan citra berderau
axes(handles.axes2); imshow(a,[]); title('Citra Semula');
% Parameter-parameter NLEM
sigma = str2num(get(handles.editSigma,'String'));
P = str2num(get(handles.editP,'String'));
S = str2num(get(handles.editS,'String'));
%S = 10;
%P = 3;
%sigma = 70;
h = 10 * sigma;
% memanggil NELM (atau NLEM_kNN)
imf = NLEM(a, h, P, S);
im1=a;
im2=a;
%menampilkan hasil
axes(handles.axes4); imshow(imf,[]); title('Hasil NLEM');
% metrik-metrik eveluasi kualitas fusi
[RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM] = pereval(double(imt),im1,im2,imf);
t = handles.uitable4;
d = [RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM,IMF, SF];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)'; 'IMF | (Mutual Information)'; 'SF | (Spatial Information)'})
function editKunci_Callback(hObject, eventdata, handles)
% hObject handle to editKunci (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editKunci as text
% str2double(get(hObject,'String')) returns contents of editKunci as a double
% --- Executes during object creation, after setting all properties.
function editKunci_CreateFcn(hObject, eventdata, handles)
% hObject handle to editKunci (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editLambda_Callback(hObject, eventdata, handles)
% hObject handle to editLambda (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editLambda as text
% str2double(get(hObject,'String')) returns contents of editLambda as a double
% --- Executes during object creation, after setting all properties.
function editLambda_CreateFcn(hObject, eventdata, handles)
% hObject handle to editLambda (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit40_Callback(hObject, eventdata, handles)
% hObject handle to edit40 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit40 as text
% str2double(get(hObject,'String')) returns contents of edit40 as a double
% --- Executes during object creation, after setting all properties.
function edit40_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit40 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit41_Callback(hObject, eventdata, handles)
% hObject handle to edit41 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit41 as text
% str2double(get(hObject,'String')) returns contents of edit41 as a double
% --- Executes during object creation, after setting all properties.
function edit41_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit41 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit42_Callback(hObject, eventdata, handles)
% hObject handle to edit42 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit42 as text
% str2double(get(hObject,'String')) returns contents of edit42 as a double
% --- Executes during object creation, after setting all properties.
function edit42_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit42 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit43_Callback(hObject, eventdata, handles)
% hObject handle to edit43 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit43 as text
% str2double(get(hObject,'String')) returns contents of edit43 as a double
% --- Executes during object creation, after setting all properties.
function edit43_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit43 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function edit44_Callback(hObject, eventdata, handles)
% hObject handle to edit44 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit44 as text
% str2double(get(hObject,'String')) returns contents of edit44 as a double
% --- Executes during object creation, after setting all properties.
function edit44_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit44 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editMu_Callback(hObject, eventdata, handles)
% hObject handle to editMu (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editMu as text
% str2double(get(hObject,'String')) returns contents of editMu as a double
% --- Executes during object creation, after setting all properties.
function editMu_CreateFcn(hObject, eventdata, handles)
% hObject handle to editMu (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton21.
function pushbutton21_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton21 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton22.
function pushbutton22_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton22 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
[namafile namapath]=uigetfile('*.jpg;*.bmp;*.jpeg;*.png;*.tif;','Pilih Sebuah Citra');
namacitra=[namapath namafile];
if(size(namacitra,3) == 3)
namacitra = rgb2gray(namacitra);
end
axes(handles.axes3)
imshow(namacitra);title('Citra Fusi 1');
global I1
I1 = getimage(handles.axes3);
% --- Executes on button press in pushbutton24.
function pushbutton24_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton24 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
[namafile namapath]=uigetfile('*.jpg;*.bmp;*.jpeg;*.png;*.tif;','Pilih Sebuah Citra');
namacitra=[namapath namafile];
if(size(namacitra,3) == 3)
namacitra = rgb2gray(namacitra);
end
axes(handles.axes10)
imshow(namacitra); title('Citra Fusi 2');
global I2
I2 = getimage(handles.axes10);
% --- Executes during object creation, after setting all properties.
function axes1_CreateFcn(hObject, eventdata, handles)
% hObject handle to axes1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: place code in OpeningFcn to populate axes1
% --- Executes on button press in tombolKabur.
function tombolKabur_Callback(hObject, eventdata, handles)
% hObject handle to tombolKabur (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolDerau,'Enable','on');
set(handles.tombolKabur,'Enable','off');
set(handles.tombolRotasi,'Enable','off');
set(handles.tombolIntensitas,'Enable','off');
set(handles.tombolReset,'Enable','on');
set(handles.tombolEvaluasi,'Enable','on');
I = getimage(handles.axes1);
I=getimage(handles.axes1);
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
imggray=I;
else
imggray=rgb2gray(I);
end
I = imggray;
%axes(handles.axes1)
%imshow(imggray);title('Citra Semula')
switch get(handles.popupmenu7,'Value')
case 1
kabur = I;
set(handles.tombolKabur,'Enable','on');
case 2
H = fspecial('average',11);
kabur = imfilter(I,H,'replicate');
set(handles.tombolKabur,'Enable','on');
case 3
H = fspecial('motion',20,45);
kabur = imfilter(I,H,'replicate');
set(handles.tombolKabur,'Enable','on');
case 4
H = fspecial('disk',10);
kabur = imfilter(I,H,'replicate');
set(handles.tombolKabur,'Enable','on');
case 5
H = fspecial('gaussian',[11 11], 10);
kabur = imfilter(I,H,'replicate');
set(handles.tombolKabur,'Enable','on');
end
axes(handles.axes3)
imshow(uint8(kabur)); title('Citra Hasil Pengaburan')
% --- Executes on button press in tombolDerau.
function tombolDerau_Callback(hObject, eventdata, handles)
% hObject handle to tombolDerau (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolDerau,'Enable','off');
set(handles.tombolKabur,'Enable','off');
set(handles.tombolRotasi,'Enable','on');
set(handles.tombolIntensitas,'Enable','on');
set(handles.tombolReset,'Enable','on');
set(handles.tombolEvaluasi,'Enable','on');
I_kabur = getimage(handles.axes3);
% Mendefinisikan variansi derau
variansi = str2double(get(handles.editVariansi,'String'));
switch get(handles.popupmenu8,'Value')
case 1
derau = imnoise(I_kabur,'gaussian', 0,variansi);
case 2
derau = imnoise(I_kabur, 'poisson');
case 3
derau = imnoise(I_kabur,'salt & pepper',variansi);
case 4
derau = imnoise(I_kabur,'speckle',variansi);
end
axes(handles.axes3)
imshow(uint8(derau)); title('Citra Pengaburan dan Derau')
% --- Executes on selection change in popupmenu7.
function popupmenu7_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu7 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu7
% --- Executes during object creation, after setting all properties.
function popupmenu7_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in popupmenu8.
function popupmenu8_Callback(hObject, eventdata, handles)
% hObject handle to popupmenu8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu8 contents as cell array
% contents{get(hObject,'Value')} returns selected item from popupmenu8
% --- Executes during object creation, after setting all properties.
function popupmenu8_CreateFcn(hObject, eventdata, handles)
% hObject handle to popupmenu8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: popupmenu controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton27.
function pushbutton27_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton27 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I_derau1
global I_derau2
global I
im1 = double(I_derau1);
im2 = double(I_derau2);
imt = double(I);
% Mendefinisikan ukuran blok
bs = str2num(get(handles.editJendela,'String'));
%bs = 8;
class(bs)
%%
mode = [0 1 3 4 5 6 7 8]; % mode direksional
lmode = length(mode);
h1 = waitbar(0,'Silahkan tunggu...');
for j=1:lmode
imf1{j} = DDCTIFmax(im1,im2,bs,mode(j));
waitbar(j/lmode,h1);
end
close(h1);
%%
% fusi dengan PCA
imf = fuse_pca(imf1{1},imf1{2},imf1{3},imf1{4},imf1{5},imf1{6},imf1{7},imf1{8});
%%
%menampilkan citra terfusi
axes(handles.axes2); imshow(imf,[]); title('Citra Terfusi');
%citra error
imd = double(imt)-double(imf);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
% metrik-metrik eveluasi kualitas fusi
[RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM] = pereval(double(imt),im1,im2,imf);
t = handles.uitable1;
d = [RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
% --- Executes on button press in pushbutton28.
function pushbutton28_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton28 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global I_derau1
global I_derau2
global I
im1 = double(I_derau1);
im2 = double(I_derau2);
imt = double(I);
% Mendefinisikan ukuran blok
bs = str2num(get(handles.editJendela,'String'));
%bs = 8;
class(bs)
%%
mode = [0 1 3 4 5 6 7 8]; % mode direksional
lmode = length(mode);
h1 = waitbar(0,'Silahkan tunggu...');
for j=1:lmode
imf1{j} = DDCTIFek(im1,im2,bs,mode(j));
waitbar(j/lmode,h1);
end
close(h1);
%%
% fusi dengan PCA
imf = fuse_pca(imf1{1},imf1{2},imf1{3},imf1{4},imf1{5},imf1{6},imf1{7},imf1{8});
%%
%menampilkan citra terfusi
axes(handles.axes2); imshow(imf,[]); title('Citra Terfusi');
%citra error
imd = double(imt)-double(imf);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
% metrik-metrik eveluasi kualitas fusi
[RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM] = pereval(double(imt),im1,im2,imf);
t = handles.uitable1;
d = [RMSE,PFE,MAE,CORR,SNR,PSNR,MI,QI,SSIM];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
function editJendela_Callback(hObject, eventdata, handles)
% hObject handle to editJendela (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editJendela as text
% str2double(get(hObject,'String')) returns contents of editJendela as a double
% --- Executes during object creation, after setting all properties.
function editJendela_CreateFcn(hObject, eventdata, handles)
% hObject handle to editJendela (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editAlfa_Callback(hObject, eventdata, handles)
% hObject handle to editAlfa (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editAlfa as text
% str2double(get(hObject,'String')) returns contents of editAlfa as a double
% --- Executes during object creation, after setting all properties.
function editAlfa_CreateFcn(hObject, eventdata, handles)
% hObject handle to editAlfa (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editBeta_Callback(hObject, eventdata, handles)
% hObject handle to editBeta (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editBeta as text
% str2double(get(hObject,'String')) returns contents of editBeta as a double
% --- Executes during object creation, after setting all properties.
function editBeta_CreateFcn(hObject, eventdata, handles)
% hObject handle to editBeta (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in pushbutton29.
function pushbutton29_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton29 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
b = getimage(handles.axes3);
a = getimage(handles.axes1);
[kpl1,i2a] = sift(a);
[kpl2,i2b] = sift(b);
axes(handles.axes2); imshow(i2a,[]); title('Citra 1 Dengan Titik-Titik Kunci');
axes(handles.axes4); imshow(i2b,[]); title('Citra 2 Dengan Titik-Titik Kunci');
%% Perbandingan titik-titik kunci pada kedua citra
tic
cacah=0;
for i=1:2:length(kpl1)
for j=1:2:length(kpl2)
if (kpl1(i)==kpl2(j)) && (kpl1(i+1)==kpl2(j+1))
cacah=cacah+1;
break;
end
end
end
mp=(cacah/(0.5*length(kpl1)))*100;
set(handles.editSigma,'String',mp);
function editSigma_Callback(hObject, eventdata, handles)
% hObject handle to editSigma (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editSigma as text
% str2double(get(hObject,'String')) returns contents of editSigma as a double
% --- Executes during object creation, after setting all properties.
function editSigma_CreateFcn(hObject, eventdata, handles)
% hObject handle to editSigma (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in tombolRotasi.
function tombolRotasi_Callback(hObject, eventdata, handles)
% hObject handle to tombolRotasi (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
I_derau = getimage(handles.axes3);
% Mendefinisikan sudut
sudut = str2double(get(handles.editSudut,'String'));
derau =imrotate(I_derau,sudut);
axes(handles.axes3)
imshow(derau); title('Citra Hasil Rotasi');
% --- Executes on button press in tombolIntensitas.
function tombolIntensitas_Callback(hObject, eventdata, handles)
% hObject handle to tombolIntensitas (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
I_kabur1 = getimage(handles.axes3);
% Mendefinisikan faktor
faktor = str2double(get(handles.editFaktor,'String'));
derau2 =I_kabur1/faktor;
axes(handles.axes3)
imshow(derau2); title('Citra 2');
function editFaktor_Callback(hObject, eventdata, handles)
% hObject handle to editFaktor (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editFaktor as text
% str2double(get(hObject,'String')) returns contents of editFaktor as a double
% --- Executes during object creation, after setting all properties.
function editFaktor_CreateFcn(hObject, eventdata, handles)
% hObject handle to editFaktor (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editSudut_Callback(hObject, eventdata, handles)
% hObject handle to editSudut (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editSudut as text
% str2double(get(hObject,'String')) returns contents of editSudut as a double
% --- Executes during object creation, after setting all properties.
function editSudut_CreateFcn(hObject, eventdata, handles)
% hObject handle to editSudut (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in tombolReset.
function tombolReset_Callback(hObject, eventdata, handles)
% hObject handle to tombolReset (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolDerau,'Enable','off');
set(handles.tombolKabur,'Enable','on');
set(handles.tombolRotasi,'Enable','off');
set(handles.tombolIntensitas,'Enable','off');
set(handles.tombolReset,'Enable','on');
set(handles.tombolEvaluasi,'Enable','off');
I1 = getimage(handles.axes1);
axes(handles.axes3)
imshow(I1); title('Citra 2');
function editS_Callback(hObject, eventdata, handles)
% hObject handle to editS (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editS as text
% str2double(get(hObject,'String')) returns contents of editS as a double
% --- Executes during object creation, after setting all properties.
function editS_CreateFcn(hObject, eventdata, handles)
% hObject handle to editS (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
function editP_Callback(hObject, eventdata, handles)
% hObject handle to editP (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of editP as text
% str2double(get(hObject,'String')) returns contents of editP as a double
% --- Executes during object creation, after setting all properties.
function editP_CreateFcn(hObject, eventdata, handles)
% hObject handle to editP (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in tombolEvaluasi.
function tombolEvaluasi_Callback(hObject, eventdata, handles)
% hObject handle to tombolEvaluasi (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
I=im2double(getimage(handles.axes1));
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
% Untuk kernel 3x3
oimg1=im2double(getimage(handles.axes3));
%Citra dikecilkan untuk menghemat komputasi
oimg1 = imresize(oimg1,1/3);
ir = ones(3,3) / 9;
hasil1 = udeconv(oimg1, ir);
% Untuk kernel 5x5
ir = ones(5,5) / 7;
hasil2 = udeconv(oimg1, ir);
% Untuk kernel 7x7
ir = ones(7,7) / 49;
hasil3 = udeconv(oimg1, ir);
% Untuk kernel 9x9
ir = ones(9,9) / 81;
hasil4 = udeconv(oimg1, ir);
% Untuk kernel 11x11
ir = ones(11,11) / 121;
hasil5 = udeconv(oimg1, ir);
% Untuk kernel 13x13
ir = ones(13,13) / 169;
hasil6 = udeconv(oimg1, ir);
% Untuk kernel 15x15
ir = ones(15,15) / 225;
hasil7 = udeconv(oimg1, ir);
% metrik-metrik evaluasi kualitas citra
[m,n]=size(Semula)
hasil1 = imresize(hasil1,[m n]);
hasil2 = imresize(hasil2,[m n]);
hasil3 = imresize(hasil3,[m n]);
hasil4 = imresize(hasil4,[m n]);
hasil5 = imresize(hasil5,[m n]);
hasil6 = imresize(hasil6,[m n]);
hasil7 = imresize(hasil7,[m n]);
oimg1 = imresize(oimg1,[m n]);
size(oimg1)
size(Semula)
size(hasil5)
[RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil1));
[RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil2));
[RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil3));
[RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil4));
[RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil5));
[RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil6));
[RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil7));
t = handles.uitable4;
d1 = [RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1];
d2 = [RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2];
d3 = [RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3];
d4 = [RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4];
d5 = [RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5];
d6 = [RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6];
d7 = [RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7];
d = [d1;d2; d3; d4; d5; d6; d7];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
set(t,'RowName',{'3x3'; '5x5'; '7x7'; '9x9'; '11x11'; '13x13'; '15x15'});
%Menampilkan grafik
z=1:9;
axes(handles.axes11);
%bar(z',d1, z',d2, z',d3, z',d4, z',d5, z',d6, z',d7);
b = bar(d'); %colormap(hsv(128));
title('Grafik Kinerja DEKONVOLUSI WIENER-HUNT'); grid on;
legend('3x3', '5x5', '7x7', '9x9', '11x11', '13x13', '15x15')
set(gca,'XTick',1:9)
set(gca,'XTickLabel',{'RMSE','PFE','MAE','CORR','SNR','PSNR','MI','QI','SSIM'});
% --- Executes when selected object is changed in uipanel21.
function uipanel21_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel21
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
%Semula = getimage(handles.axes1);
set(handles.tombolEvaluasi,'Enable','on');
I=im2double(getimage(handles.axes1));
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
oimg1=im2double(getimage(handles.axes3));
%oimg1 = imresize(oimg1,1/3);
switch get(eventdata.NewValue, 'Tag')
case 'rad33'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 3x3';
ir = ones(3,3) / 9;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad55'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 5x5';
ir = ones(5,5) / 25;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad77'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 7x7';
ir = ones(7,7) / 49;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad99'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 9x9'
ir = ones(9,9) / 81;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad11'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 11x11'
ir = ones(11,11) / 121;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad13'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 13x13'
ir = ones(13,13) / 169;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
case 'rad15'
judul='Hasil Dekonvolusi Wiener-Hunt Kernel 15x15'
ir = ones(15,15) / 225;
hasil = udeconv(oimg1, ir);
axes(handles.axes2)
imshow(hasil,[]);title(judul)
end
%citra error
[m,n]=size(Semula);
hasil = imresize(hasil,[m n]);
% Normalisasi dari double ke uint8
%hasil = 255*hasil;
imd = double(Semula)-double(hasil);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
% --- Executes during object creation, after setting all properties.
function uipanel21_CreateFcn(hObject, eventdata, handles)
% hObject handle to uipanel21 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% --- Executes on button press in tombolEvaluasiBandPass.
function tombolEvaluasiBandPass_Callback(hObject, eventdata, handles)
% hObject handle to tombolEvaluasiBandPass (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
%set(handles.tombolEvaluasi,'Enable','on');
%set(handles.tombolEvaluasiBandPass,'Enable','off');
I=im2double(getimage(handles.axes1));
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
% Frek Cut-Off 5|100
oimg1=getimage(handles.axes3);
%Citra dikecilkan untuk menghemat komputasi
oimg1 = imresize(oimg1,1/3);
[fftI1, filterKeluaran1, hasil1] = chebybpf(oimg1,5,100,4);
% Frek Cut-Off 100|200
[fftI2, filterKeluaran2, hasil2] = chebybpf(oimg1,100,200,4);
% Frek Cut-Off 150|250
[fftI3, filterKeluaran3, hasil3] = chebybpf(oimg1,150,250,4);
% Frek Cut-Off 200|350
[fftI4, filterKeluaran4, hasil4] = chebybpf(oimg1,200,350,4);
% Frek Cut-Off 250|400
[fftI5, filterKeluaran5, hasil5] = chebybpf(oimg1,250,400,4);
% Frek Cut-Off 500|700
[fftI6, filterKeluaran6, hasil6] = chebybpf(oimg1,500,700,4);
% Frek Cut-Off 1000|1500
[fftI7, filterKeluaran7, hasil7] = chebybpf(oimg1,1000,1500,4);
% metrik-metrik evaluasi kualitas citra
[m,n]=size(Semula);
hasil1 = imresize(hasil1,[m n]);
hasil2 = imresize(hasil2,[m n]);
hasil3 = imresize(hasil3,[m n]);
hasil4 = imresize(hasil4,[m n]);
hasil5 = imresize(hasil5,[m n]);
hasil6 = imresize(hasil6,[m n]);
hasil7 = imresize(hasil7,[m n]);
oimg1 = imresize(oimg1,[m n]);
size(oimg1)
size(Semula)
size(hasil1)
[RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil1));
[RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil2));
[RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil3));
[RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil4));
[RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil5));
[RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil6));
[RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil7));
t = handles.uitable4;
d1 = [RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1];
d2 = [RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2];
d3 = [RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3];
d4 = [RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4];
d5 = [RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5];
d6 = [RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6];
d7 = [RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7];
d = [d1;d2; d3; d4; d5; d6; d7];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
set(t,'RowName',{'5|100 Hz'; '100|200 Hz'; '150|250 Hz'; '200|350 Hz'; '250|400 Hz'; '500|700 Hz'; '1000|1500 Hz'});
%Menampilkan grafik
z=1:9;
axes(handles.axes11);
plot(z',d1, z',d2, z',d3, z',d4, z',d5, z',d6, z',d7); title('Grafik Kinerja TAPIS CHEBYSHEV BANDPASS'); grid on;
legend('5|100 Hz', '100|200 Hz', '150|250 Hz', '200|350 Hz', '250|400 Hz', '500|700 Hz', '1000|1500 Hz')
set(gca,'XTick',1:9)
set(gca,'XTickLabel',{'RMSE','PFE','MAE','CORR','SNR','PSNR','MI','QI','SSIM'});
% --- Executes on button press in tombolEvaluasiHighPass.
function tombolEvaluasiHighPass_Callback(hObject, eventdata, handles)
% hObject handle to tombolEvaluasiHighPass (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
I=im2double(getimage(handles.axes1));
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
% Frek Cut-Off 50
oimg1=getimage(handles.axes3);
% Mengecilkan citra untuk menghemat komputasi
oimg1 = imresize(oimg1,1/3);
[fftI1, filterKeluaran1, hasil1] = chebyhpf(oimg1,50,4);
% Frek Cut-Off 100
[fftI2, filterKeluaran2, hasil2] = chebyhpf(oimg1,100,4);
% Frek Cut-Off 150
[fftI3, filterKeluaran3, hasil3] = chebyhpf(oimg1,150,4);
% Frek Cut-Off 200
[fftI4, filterKeluaran4, hasil4] = chebyhpf(oimg1,200,4);
% Frek Cut-Off 250
[fftI5, filterKeluaran5, hasil5] = chebyhpf(oimg1,250,4);
% Frek Cut-Off 500
[fftI6, filterKeluaran6, hasil6] = chebyhpf(oimg1,500,4);
% Frek Cut-Off 1000
[fftI7, filterKeluaran7, hasil7] = chebyhpf(oimg1,1000,4);
% metrik-metrik evaluasi kualitas citra
[m,n]=size(Semula);
hasil1 = imresize(hasil1,[m n]);
hasil2 = imresize(hasil2,[m n]);
hasil3 = imresize(hasil3,[m n]);
hasil4 = imresize(hasil4,[m n]);
hasil5 = imresize(hasil5,[m n]);
hasil6 = imresize(hasil6,[m n]);
hasil7 = imresize(hasil7,[m n]);
oimg1 = imresize(oimg1,[m n]);
size(oimg1)
size(Semula)
size(hasil1)
[RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil1));
[RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil2));
[RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil3));
[RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil4));
[RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil5));
[RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil6));
[RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil7));
t = handles.uitable4;
d1 = [RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1];
d2 = [RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2];
d3 = [RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3];
d4 = [RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4];
d5 = [RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5];
d6 = [RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6];
d7 = [RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7];
d = [d1;d2; d3; d4; d5; d6; d7];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
set(t,'RowName',{'50 Hz'; '100 Hz'; '150 Hz'; '200 Hz'; '250 Hz'; '500 Hz'; '1000 Hz'});
%Menampilkan grafik
z=1:9;
axes(handles.axes11);
plot(z',d1, z',d2, z',d3, z',d4, z',d5, z',d6, z',d7); title('Grafik Kinerja TAPIS CHEBYSHEV HIGHPASS'); grid on;
legend('50 Hz', '100 Hz', '150 Hz', '200 Hz', '250 Hz', '500 Hz', '1000 Hz')
set(gca,'XTick',1:9)
set(gca,'XTickLabel',{'RMSE','PFE','MAE','CORR','SNR','PSNR','MI','QI','SSIM'});
% --- Executes on button press in tombolEvaluasiBandStop.
function tombolEvaluasiBandStop_Callback(hObject, eventdata, handles)
% hObject handle to tombolEvaluasiBandStop (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
I=im2double(getimage(handles.axes1));
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
% Frek Cut-Off 5|100
oimg1=getimage(handles.axes3);
% Mengecilkan citra untuk menghemat komputasi
oimg1 = imresize(oimg1,1/3);
[fftI1, filterKeluaran1, hasil1] = chebybspf(oimg1,5,100,4);
% Frek Cut-Off 100|200
[fftI2, filterKeluaran2, hasil2] = chebybspf(oimg1,100,200,4);
% Frek Cut-Off 150|250
[fftI3, filterKeluaran3, hasil3] = chebybspf(oimg1,150,250,4);
% Frek Cut-Off 200|350
[fftI4, filterKeluaran4, hasil4] = chebybspf(oimg1,200,350,4);
% Frek Cut-Off 250|400
[fftI5, filterKeluaran5, hasil5] = chebybspf(oimg1,250,400,4);
% Frek Cut-Off 500|700
[fftI6, filterKeluaran6, hasil6] = chebybspf(oimg1,500,700,4);
% Frek Cut-Off 1000|1500
[fftI7, filterKeluaran7, hasil7] = chebybspf(oimg1,1000,1500,4);
% metrik-metrik evaluasi kualitas citra
[m,n]=size(Semula);
hasil1 = imresize(hasil1,[m n]);
hasil2 = imresize(hasil2,[m n]);
hasil3 = imresize(hasil3,[m n]);
hasil4 = imresize(hasil4,[m n]);
hasil5 = imresize(hasil5,[m n]);
hasil6 = imresize(hasil6,[m n]);
hasil7 = imresize(hasil7,[m n]);
oimg1 = imresize(oimg1,[m n]);
size(oimg1)
size(Semula)
size(hasil1)
[RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil1));
[RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil2));
[RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil3));
[RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil4));
[RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil5));
[RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil6));
[RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7] = pereval(double(Semula),double(oimg1),double(oimg1),double(hasil7));
t = handles.uitable4;
d1 = [RMSE1,PFE1,MAE1,CORR1,SNR1,PSNR1,MI1,QI1,SSIM1];
d2 = [RMSE2,PFE2,MAE2,CORR2,SNR2,PSNR2,MI2,QI2,SSIM2];
d3 = [RMSE3,PFE3,MAE3,CORR3,SNR3,PSNR3,MI3,QI3,SSIM3];
d4 = [RMSE4,PFE4,MAE4,CORR4,SNR4,PSNR4,MI4,QI4,SSIM4];
d5 = [RMSE5,PFE5,MAE5,CORR5,SNR5,PSNR5,MI5,QI5,SSIM5];
d6 = [RMSE6,PFE6,MAE6,CORR6,SNR6,PSNR6,MI6,QI6,SSIM6];
d7 = [RMSE7,PFE7,MAE7,CORR7,SNR7,PSNR7,MI7,QI7,SSIM7];
d = [d1;d2; d3; d4; d5; d6; d7];
set(t,'Data',d);
set(t,'ColumnName',{'RMSE |(Root Mean Square Error)';'PFE |(Persentage Fit Error)';'MAE |(Mean Absolute Error)'; 'CORR| (Correlation)';...
'SNR |(Signal to Noise Ratio'; 'PSNR |(Peak Signal to Noise Ratio)';'MI | (Mutual Information)'; 'QI| (Quality Index)';...
'SSIM| (Measure of Structural Similarity)';})
set(t,'RowName',{'5|100 Hz'; '100|200 Hz'; '150|250 Hz'; '200|350 Hz'; '250|400 Hz'; '500|700 Hz'; '1000|1500 Hz'});
%Menampilkan grafik
z=1:9;
axes(handles.axes11);
plot(z',d1, z',d2, z',d3, z',d4, z',d5, z',d6, z',d7); title('Grafik Kinerja TAPIS CHEBYSHEV BANDSTOP'); grid on;
legend('5|100 Hz', '100|200 Hz', '150|250 Hz', '200|350 Hz', '250|400 Hz', '500|700 Hz', '1000|1500 Hz')
set(gca,'XTick',1:9)
set(gca,'XTickLabel',{'RMSE','PFE','MAE','CORR','SNR','PSNR','MI','QI','SSIM'});
% --- Executes when selected object is changed in uipanel25.
function uipanel25_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel25
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolEvaluasi,'Enable','off');
set(handles.tombolEvaluasiHighPass,'Enable','off');
set(handles.tombolEvaluasiBandStop,'Enable','off');
set(handles.tombolEvaluasiBandPass,'Enable','on');
I=getimage(handles.axes1);
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
oimg1=getimage(handles.axes3);
% Pengecilan ukuran citra untuk menghemat komputasi
oimg1 = imresize(oimg1,1/3);
switch get(eventdata.NewValue, 'Tag')
case 'rb5'
judul='Hasil Chebyshev Bandpass Frek Cut-off 5|100 Hz';
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,5,100,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rb100'
judul='Hasil Chebyshev Bandpass Frek Cut-off 100|200 Hz';
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,100,200,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rb150'
judul='Hasil Chebyshev Bandpass Frek Cut-off 150|250 Hz';
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,150,250,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rb200'
judul='Hasil Chebyshev Bandpass Frek Cut-off 200|350 Hz'
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,200,350,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rb250'
judul='Hasil Chebyshev Bandpass Frek Cut-off 250|400 Hz'
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,250,400,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rb500'
judul='Hasil Chebyshev Bandpass Frek Cut-off 400|700 Hz'
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,400,700,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rb1000'
judul='Hasil Chebyshev Bandpass Frek Cut-off 1000|1500 Hz'
[fftI, filterKeluaran,hasil] = chebybpf(oimg1,1000,1500,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
end
%citra error
[m,n]=size(Semula);
hasil = imresize(hasil,[m n]);
% Normalisasi dari double ke uint8
imd = double(Semula)-double(hasil);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
figure,
subplot(2,2,1)
imshow(I,[]);
title('Citra Masukan')
subplot(2,2,2)
imshow(fftI,[])
title('Citra Pada Domain Frekuensi')
subplot(2,2,3)
imshow(filterKeluaran,[])
title('Citra Tapis')
subplot(2,2,4)
imshow(uint8(hasil),[])
title('Citra Tertapis')
% --- Executes when selected object is changed in uipanel27.
function uipanel27_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel27
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolEvaluasi,'Enable','off');
set(handles.tombolEvaluasiHighPass,'Enable','on');
set(handles.tombolEvaluasiBandStop,'Enable','off');
set(handles.tombolEvaluasiBandPass,'Enable','off');
I=getimage(handles.axes1);
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
switch get(eventdata.NewValue, 'Tag')
case 'rd33'
judul='Citra Penapisan Maksimum 3 x 3';
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 9, ones(3,3));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd55'
judul='Citra Penapisan Maksimum 5 x 5';
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 15, ones(5,5));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd77'
judul='Citra Penapisan Maksimum 7 x 7';
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 49, ones(7,7));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd11'
judul='Citra Penapisan Maksimum 11 x 11'
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 121, ones(11,11));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd13'
judul='Citra Penapisan Maksimum 13 x 13'
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 169, ones(13,13));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd15'
judul='Citra Penapisan Maksimum 15 x 15'
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 225, ones(15,15));
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rd19'
judul='Citra Penapisan Median 19 x 19'
oimg1=im2double(getimage(handles.axes3));
hasil = ordfilt2(oimg1, 361, ones(19,19));
axes(handles.axes2)
imshow(hasil);title(judul)
end
%citra error
[m,n]=size(Semula);
hasil = imresize(hasil,[m n]);
% Normalisasi dari double ke uint8
hasil = 255*hasil;
imd = double(Semula)-double(hasil);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
% --- Executes when selected object is changed in uipanel29.
function uipanel29_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel29
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
set(handles.tombolEvaluasi,'Enable','off');
set(handles.tombolEvaluasiHighPass,'Enable','off');
set(handles.tombolEvaluasiBandStop,'Enable','on');
set(handles.tombolEvaluasiBandPass,'Enable','off');
I=getimage(handles.axes1);
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
oimg1=getimage(handles.axes3);
%Untuk menghemat komputasi citra dikecilkan
oimg1 = imresize(oimg1,1/3);
switch get(eventdata.NewValue, 'Tag')
case 'rt5'
judul='Hasil Chebyshev Bandstop Frek Cut-off 5|100 Hz';
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,5,100,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rt100'
judul='Hasil Chebyshev Bandstop Frek Cut-off 100|200 Hz';
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,100,200,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rt150'
judul='Hasil Chebyshev Bandstop Frek Cut-off 150|250 Hz';
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,150,250,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rt200'
judul='Hasil Chebyshev Bandstop Frek Cut-off 200|350 Hz'
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,200,350,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rt250'
judul='Hasil Chebyshev Bandstop Frek Cut-off 250|400 Hz'
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,250,400,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rt500'
judul='Hasil Chebyshev Bandstop Frek Cut-off 400|700 Hz'
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,400,700,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
case 'rt1000'
judul='Hasil Chebyshev Bandstop Frek Cut-off 1000|1500 Hz'
[fftI, filterKeluaran,hasil] = chebybspf(oimg1,1000,1500,4);
axes(handles.axes2)
imshow(uint8(hasil));title(judul)
end
%citra error
[m,n]=size(Semula);
hasil = imresize(hasil,[m n]);
% Normalisasi dari double ke uint8
imd = double(Semula)-double(hasil);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
figure,
subplot(2,2,1)
imshow(I,[]);
title('Citra Masukan')
subplot(2,2,2)
imshow(fftI,[])
title('Citra Pada Domain Frekuensi')
subplot(2,2,3)
imshow(filterKeluaran,[])
title('Citra Tapis')
subplot(2,2,4)
imshow(uint8(hasil),[])
title('Citra Tertapis')
% --- Executes when selected object is changed in uipanel31.
function uipanel31_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel31
% eventdata structure with the following fields (see UIBUTTONGROUP)
% EventName: string 'SelectionChanged' (read only)
% OldValue: handle of the previously selected object or empty if none was selected
% NewValue: handle of the currently selected object
% handles structure with handles and user data (see GUIDATA)
%Semula = getimage(handles.axes1);
set(handles.tombolEvaluasiHighPass,'Enable','on');
set(handles.tombolEvaluasiBandStop,'Enable','off');
set(handles.tombolEvaluasiBandPass,'Enable','off');
set(handles.tombolEvaluasi,'Enable','off');
I=getimage(handles.axes1);
[baris, kolom, banyakKanal] = size(I);
if banyakKanal ==1
Semula=I;
else
Semula=rgb2gray(I);
end
oimg1=getimage(handles.axes3);
%Untuk menghemat komputasi citra dikecilkan
oimg1 = imresize(oimg1,1/3);
switch get(eventdata.NewValue, 'Tag')
case 'rm50'
judul='Hasil Chebyshev HighPass Frek Cut-off 50 Hz';
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,50,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm100'
judul='Hasil Chebyshev HighPass Frek Cut-off 100 Hz';
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,100,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm150'
judul='Hasil Chebyshev HighPass Frek Cut-off 150 Hz';
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,150,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm200'
judul='Hasil Chebyshev HighPass Frek Cut-off 200 Hz'
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,200,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm250'
judul='Hasil Chebyshev HighPass Frek Cut-off 250 Hz'
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,250,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm500'
judul='Hasil Chebyshev HighPass Frek Cut-off 500 Hz'
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,500,4);
axes(handles.axes2)
imshow(hasil);title(judul)
case 'rm1000'
judul='Hasil Chebyshev HighPass Frek Cut-off 1000 Hz'
[fftI, filterKeluaran, hasil] = chebyhpf(oimg1,1000,4);
axes(handles.axes2)
imshow(hasil);title(judul)
end
%citra error
[m,n]=size(Semula);
hasil = imresize(hasil,[m n]);
% Normalisasi dari double ke uint8
%hasil = 255*hasil;
imd = double(Semula)-double(hasil);
axes(handles.axes4); imshow(imd,[]); title('Citra Error');
figure,
subplot(2,2,1)
imshow(I,[]);
title('Citra Masukan')
subplot(2,2,2)
imshow(fftI,[])
title('Citra Pada Domain Frekuensi')
subplot(2,2,3)
imshow(filterKeluaran,[])
title('Citra Tapis')
subplot(2,2,4)
imshow(hasil,[])
title('Citra Tertapis')
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