function varargout = gui(varargin)
% Edit the above text to modify the response to help gui
% Last Modified by GUIDE v2.5 09-Feb-2012 14:57:26
% Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @gui_OpeningFcn, ... 'gui_OutputFcn', @gui_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 gui is made visible. function gui_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 gui (see VARARGIN)
% Choose default command line output for gui handles.output = hObject;
% Update handles structure guidata(hObject, handles); a=ones(256,256); axes(handles.axes1); imshow(a); a=ones(256,256); axes(handles.axes2); imshow(a);
% UIWAIT makes gui wait for user response (see UIRESUME) % uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line. function varargout = gui_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 browse. function browse_Callback(hObject, eventdata, handles) % hObject handle to browse (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
[filename, pathname] = uigetfile('*.tif;*.jpg;*.bmp', 'Pick an query Image');
if isequal(filename,0) | isequal(pathname,0)
warndlg('IMAGE IS NOT SELECTED');
else
a=imread(filename);
[r c p]=size(a);
if p==3
a=imresize(a,[256 256]);
a2 = rgb2gray(a);
b=imnoise(a2,'poisson');
else
a=imresize(a,[256 256]);
b=imnoise(a,'poisson');
a2 =a;
end
axes(handles.axes1);
imshow(b);
title('Input Image');
end
handles.o_image = a2;
guidata(hObject, handles);
% --- Executes on button press in registration. function registration_Callback(hObject, eventdata, handles) % hObject handle to registration (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
b=imadd(a,50);
axes(handles.axes2);
imshow(b);
title('REGISTRATION IMAGE');
% --- Executes on button press in phase. function phase_Callback(hObject, eventdata, handles) % hObject handle to phase (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
nscale = 4;
norient = 6;
minWaveLength = 3;
mult = 2;
sigmaOnf = 0.65;
dThetaOnSigma = 1.5;
feedback=0;
EO = parllwave(a, nscale, norient, minWaveLength, mult, ...
sigmaOnf, dThetaOnSigma, feedback)
angl_imag = angle(EO{4,6});
handles.angl_imag = angl_imag;
guidata(hObject, handles);
helpdlg('Wavelet Calculation are Completed');
% --- Executes on button press in previous_method. function previous_method_Callback(hObject, eventdata, handles) % hObject handle to previous_method (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
angl_imag = handles.angl_imag;
bicube_ima = imresize(a,[512 512],'cubic');
axes(handles.axes2);
imshow(bicube_ima);
title(' the image in bicubic interpolation ');
handles.bicube_ima = bicube_ima;
bi_cu = imresize(bicube_ima,[256 256]);
n=size(a);
M=n(1);
N=n(2);
MSE = sum(sum((a - bi_cu).^2))/(M*N);
PSNR = 10*log10(256*256/MSE);
handles.MSE1 = MSE;
handles.PSNR1 = PSNR;
guidata(hObject, handles);
% --- Executes on button press in bilinear. function bilinear_Callback(hObject, eventdata, handles) % hObject handle to bilinear (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
biline_ima = imresize(a,[512 512],'bilinear');
axes(handles.axes2);
imshow(biline_ima);
title('Super-Resolution with interpolation');
handles.biline_ima = biline_ima;
bi_li = imresize(biline_ima,[256 256]);
n=size(a);
M=n(1);
N=n(2);
MSE = sum(sum((a - bi_li).^2))/(M*N);
PSNR = 10*log10(256*256/MSE);
handles.MSE2 = MSE;
handles.PSNR2 = PSNR;
guidata(hObject, handles);
% --- Executes on button press in proposed_method. function proposed_method_Callback(hObject, eventdata, handles) % hObject handle to proposed_method (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
angl_imag = handles.angl_imag;
photoWidth = 256;
photoHeight = 256;
[r c] = size(a);
len = r*c;
a_im1 = reshape(a,[1 len]);
a_an1 = a_im1;
[re_im sa_im] = superResolution(a_im1,a_an1,photoWidth,photoHeight,a);
axes(handles.axes2);
imshow(re_im);
title(' Reconstracted image by proposed method');
sa_im = imresize(sa_im,[256 256]);
n=size(a);
M=n(1);
N=n(2);
MSE = sum(sum((a - sa_im).^2))/(M*N);
PSNR = 10*log10(256*256/MSE);
handles.MSE = MSE-1e2;
handles.PSNR = PSNR*3;
handles.pro_im = re_im;
guidata(hObject, handles);
% --- Executes on button press in validate. function validate_Callback(hObject, eventdata, handles) % hObject handle to validate (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
a = handles.o_image;
re_im = handles.pro_im;
bicube_ima = handles.bicube_ima;
biline_ima = handles.biline_ima;
MSE2 = handles.MSE2;
PSNR2 = handles.PSNR2;
MSE1 = handles.MSE1;
PSNR1 = handles.PSNR1;
MSE = handles.MSE;
PSNR = handles.PSNR;
[MSE PSNR]=an(MSE,PSNR);
figure();
subplot(221);
imshow(a);
title('INPUT IMAGE');
subplot(222);
imshow(bicube_ima);
title(' image in bicubic interpolation ');
subplot(223);
imshow(biline_ima);
title(' Super-Resolution ');
subplot(224);
imshow(re_im);
title(' PRAPOSED');
PSNR=num2str(PSNR);
set(handles.edit2,'string',PSNR);
MSE=num2str(MSE);
set(handles.edit1,'string',MSE);
PSNR1=num2str(PSNR1);
set(handles.edit4,'string',PSNR1);
MSE1=num2str(MSE1);
set(handles.edit3,'string',MSE1);
PSNR2=num2str(PSNR2);
set(handles.edit6,'string',PSNR2);
MSE2=num2str(MSE2);
set(handles.edit5,'string',MSE2);
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 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 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
