基于matlab的医学图像融合_肿瘤检测

function varargout = MAIN_GUI(varargin) % MAIN_GUI MATLAB code for MAIN_GUI.fig % MAIN_GUI, by itself, creates a new MAIN_GUI or raises the existing % singleton*. % % H = MAIN_GUI returns the handle to a new MAIN_GUI or the handle to % the existing singleton*. % % MAIN_GUI('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in MAIN_GUI.M with the given input arguments. % % MAIN_GUI('Property','Value',...) creates a new MAIN_GUI or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before MAIN_GUI_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to MAIN_GUI_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 MAIN_GUI % Last Modified by GUIDE v2.5 23-Mar-2018 18:56:59 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @MAIN_GUI_OpeningFcn, ... 'gui_OutputFcn', @MAIN_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 MAIN_GUI is made visible. function MAIN_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 MAIN_GUI (see VARARGIN) % Choose default command line output for MAIN_GUI handles.output = hObject; a = ones(256,256); axes(handles.axes1); imshow(a); axes(handles.axes8); imshow(a); axes(handles.axes9); imshow(a); axes(handles.axes10); imshow(a); axes(handles.axes11); imshow(a); axes(handles.axes12); imshow(a); set(handles.text2,'string',' '); set(handles.text3,'string',' '); set(handles.text4,'string',' '); set(handles.text6,'string',' '); set(handles.text7,'string',' '); set(handles.text8,'string',' '); % set(handles.axes3, 'Visible', 'off'); % Update handles structure guidata(hObject, handles); % UIWAIT makes MAIN_GUI wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = MAIN_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; 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 % --- 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) handles.output = hObject; for i=1:2 [file,path]= uigetfile('*.*','Select Image'); if file~=0 I=imread(strcat(path,file)); I=imresize(I,[256,256]); % if size(T,3)>1 % T=rgb2gray(T); % end % if i==2 % h = fspecial('gaussian',5,5); % if size(I,3)>1 % I(:,:,1)=imfilter(I(:,:,1),h); % I(:,:,2)=imfilter(I(:,:,2),h); % I(:,:,3)=imfilter(I(:,:,3),h); % else % I=imfilter(I,h); % end % end T(:,:,:,i)=I; % end else warndlg('User pressed cancel'); end end %% [r2,c2,d]=size(T(:,:,:,1)); im1=T(:,:,:,1); im2=T(:,:,:,2); % subplot(3,2,1), axes(handles.axes1),imshow(im1,[]); set(handles.text2,'string','ORIGINAL IMAGE1'); %% axes(handles.axes8),imshow(im2,[]); set(handles.text3,'string','ORIGINAL IMAGE2'); %% handles.T=T; handles.im=im2; guidata(hObject, handles); % --- Executes on button press in pushbutton4. 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) % handles.output = hObject; % I=handles.test; % %training % A=questdlg('Which is your choise?', 'Type','training','already trained ','training'); % % a=input('You want to train new feature press 1 or 2 for already trained features'); % if strcmp(A,'training') a=input('You want to train new feature press 1 or 2 for already trained features'); if a==1 %% diry=[pwd '\' 'with_disease']; disp('training disease image features.....'); feature1=training(diry); diry=[pwd '\' 'without_disease']; disp('training without disease image features.....'); feature2=training(diry); l1=size(feature1,1); l2=size(feature2,1); traindata(:,1:l1)=feature1'; traindata(:,(l1+1):l1+l2)=feature2'; traindata1(:,1:l1)=feature1'; traindata1=traindata1+10; traindata1(:,(l1+1):l1+l2)=feature2'; g1=ones(1,l1); g2=ones(1,l2)*2; traingroup1=[repmat('1',[1,l1]),repmat('2',[1,l2])]; traingroup=[g1 g2]; clear diry clear g1 clear g2 clear l2 clear l1 clear feature1 clear feature2 handles.in=traindata; handles.gp=traingroup; handles.in1=traindata1; handles.gp1=traingroup1; save trained else load trained; % handles.in=traindata; % handles.gp=traingroup; % handles.in1=traindata1; % handles.gp1=traingroup1; end guidata(hObject,handles); % --- 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) a = ones(256,256); axes(handles.axes1); imshow(a); axes(handles.axes8); imshow(a); axes(handles.axes9); imshow(a); axes(handles.axes10); imshow(a); axes(handles.axes11); imshow(a); axes(handles.axes12); imshow(a); set(handles.text2,'string',' '); set(handles.text3,'string',' '); set(handles.text4,'string',' '); set(handles.text6,'string',' '); set(handles.text7,'string',' '); set(handles.text8,'string',' '); % --- 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) close all; % --- Executes on button press in pushbutton8. fu