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7 J$ I6 S. I$ D) Z一、源代码
% g6 o# s/ R# s: r. `- t- function varargout = CT_image_FCM(varargin)
- % CT_IMAGE_FCM MATLAB code for CT_image_FCM.fig
- % CT_IMAGE_FCM, by itself, creates a new CT_IMAGE_FCM or raises the existing
- % singleton*.
- %
- % H = CT_IMAGE_FCM returns the handle to a new CT_IMAGE_FCM or the handle to
- % the existing singleton*.
- %
- % CT_IMAGE_FCM('CALLBACK',hObject,eventData,handles,...) calls the local
- % function named CALLBACK in CT_IMAGE_FCM.M with the given input arguments.
- %
- % CT_IMAGE_FCM('Property','Value',...) creates a new CT_IMAGE_FCM or raises the
- % existing singleton*. Starting from the left, property value pairs are
- % applied to the GUI before CT_image_FCM_OpeningFcn gets called. An
- % unrecognized property name or invalid value makes property application
- % stop. All inputs are passed to CT_image_FCM_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
- 7 J7 T$ n% X/ q* X- y3 g8 j
- % Edit the above text to modify the response to help CT_image_FCM
6 \8 U" d) S( o- Z- % Last Modified by GUIDE v2.5 17-Apr-2020 00:06:23
# H) P2 L- n! y4 Z; [' v- % Begin initialization code - DO NOT EDIT
- gui_Singleton = 1;
- gui_State = struct('gui_Name', mfilename, ...
- 'gui_Singleton', gui_Singleton, ...
- 'gui_OpeningFcn', @CT_image_FCM_OpeningFcn, ...
- 'gui_OutputFcn', @CT_image_FCM_OutputFcn, ...
- 'gui_LayoutFcn', [] , ...
- 'gui_Callback', []);
- if nargin && ischar(varargin{1})
- gui_State.gui_Callback = str2func(varargin{1});
- end
4 T- s* y/ ~/ E/ L- if nargout
- [varargout{1:nargout}] = gui_maiNFCn(gui_State, varargin{:});
- else
- gui_mainfcn(gui_State, varargin{:});
- end
- % End initialization code - DO NOT EDIT
* W8 K5 a% @3 _, e( t" V# U! \6 n
1 J8 T/ H$ B' l, n- % --- Executes just before CT_image_FCM is made visible.
- function CT_image_FCM_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 CT_image_FCM (see VARARGIN)
! f: p0 l% x: s- % Choose default command line output for CT_image_FCM
- handles.output = hObject;
- . a4 l* n; ~) y- j7 \+ E/ d
- % Update handles structure
- guidata(hObject, handles);
# i) Y/ @" Y! h5 y* X+ C- % UIWAIT makes CT_image_FCM wait for user response (see UIRESUME)
- % uiwait(handles.figure1);
" B' j$ }- @$ {" T( U
- V& ^3 ~ g$ C+ R% F0 U- % --- Outputs from this function are returned to the command line.
- function varargout = CT_image_FCM_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)
- ) V3 Y: u9 Q6 v% ?( s
- % Get default command line output from handles structure
- varargout{1} = handles.output;
- & r$ q# O6 D* a& q% f& Z6 b# _. e6 s
- # i$ `) G; q* W; Q8 C
- % --- 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)
- global I
- [filename, pathname]= ...
- uigetfile({'*.*';'*.bmp';'*.tif';'*.png';'*.jpg'},'select picture');
- str= [pathname filename];
- I= imread(str);
- axes(handles.axes1);
- imshow(I);
- title('原图');
- p: U$ T" p3 V2 m4 a2 _, e
- % --- 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)
- " J- }9 ~' `3 Z1 t4 {1 z( Y) p
: ~. t4 i. k# Z- % --- 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 I0 A
- [I2,clusterResult] = FCM1(I, 4,[0 80 160 255],2,150,1e-5);
- axes(handles.axes3);
- imshow(I2)
- I0=I2;
- A=unique(I0);
- # S2 x% [& y8 Q$ D
' \ J1 _# Y8 S5 ]4 I2 U- % --- 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)
- global I0 A
- I0_2=zeros(size(I0,1),size(I0,2));
- for i=1:size(I0,1)
- for j=1:size(I0,2)
- if I0(i,j)==A(2)
- I0_2(i,j)=255;
- else I0_2(i,j)=0;
- end
- end
- end
- I0_2=uint8(I0_2);
- axes(handles.axes4);
- imshow(I0_2);
- I- ], z. J& C& g" ^
2 Z4 ~) {. ?! [3 j3 u4 k- % --- 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 I0 A
- I0_3=zeros(size(I0,1),size(I0,2));
- for i=1:size(I0,1)
- for j=1:size(I0,2)
- if I0(i,j)==A(3)
- I0_3(i,j)=255;
- else I0_3(i,j)=0;
- end
- end
- end
- I0_3=uint8(I0_3);
- axes(handles.axes5);
- imshow(I0_3);
2 Q7 n0 V& v( s8 } `6 `
& \! R% z- A5 N- \- % --- 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 I0 A
- I0_4=zeros(size(I0,1),size(I0,2));
- for i=1:size(I0,1)
- for j=1:size(I0,2)
- if I0(i,j)==A(4)
- I0_4(i,j)=255;
- else I0_4(i,j)=0;
- end
- end
- end
- I0_4=uint8(I0_4);
- axes(handles.axes6);
- imshow(I0_4);
& p$ D E+ C/ y! f- H- Y# x , `. S) e& `" r s; f( K5 \
/ a F& G5 A) b" _/ K" f
/ e; @' D$ L$ d% ^ _! a+ t- function varargout = CT_image_GFCM(varargin)
- % CT_IMAGE_GFCM MATLAB code for CT_image_GFCM.fig
- % CT_IMAGE_GFCM, by itself, creates a new CT_IMAGE_GFCM or raises the existing
- % singleton*.
- %
- % H = CT_IMAGE_GFCM returns the handle to a new CT_IMAGE_GFCM or the handle to
- % the existing singleton*.
- %
- % CT_IMAGE_GFCM('CALLBACK',hObject,eventData,handles,...) calls the local
- % function named CALLBACK in CT_IMAGE_GFCM.M with the given input arguments.
- %
- % CT_IMAGE_GFCM('Property','Value',...) creates a new CT_IMAGE_GFCM or raises the
- % existing singleton*. Starting from the left, property value pairs are
- % applied to the GUI before CT_image_GFCM_OpeningFcn gets called. An
- % unrecognized property name or invalid value makes property application
- % stop. All inputs are passed to CT_image_GFCM_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
2 O* ]$ W/ Y+ s- % Edit the above text to modify the response to help CT_image_GFCM
- 6 F5 \& U5 U0 i, o- c
- % Last Modified by GUIDE v2.5 13-Apr-2020 21:47:11
- 0 ?, [9 L! N+ v5 w5 y" m
- % Begin initialization code - DO NOT EDIT
- gui_Singleton = 1;
- gui_State = struct('gui_Name', mfilename, ...
- 'gui_Singleton', gui_Singleton, ...
- 'gui_OpeningFcn', @CT_image_GFCM_OpeningFcn, ...
- 'gui_OutputFcn', @CT_image_GFCM_OutputFcn, ...
- 'gui_LayoutFcn', [] , ...
- 'gui_Callback', []);
- if nargin && ischar(varargin{1})
- gui_State.gui_Callback = str2func(varargin{1});
- end
! q# y0 t0 Y* b2 V- if nargout
- [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
- else
- gui_mainfcn(gui_State, varargin{:});
- end
- % End initialization code - DO NOT EDIT
- + ~8 R% Z# B# Y3 ^
- 3 Z, @: ^, [1 e/ ^
- % --- Executes just before CT_image_GFCM is made visible.
- function CT_image_GFCM_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 CT_image_GFCM (see VARARGIN)
6 G6 e$ y+ \( S, V$ H+ n9 T- % Choose default command line output for CT_image_GFCM
- handles.output = hObject;
# o, @5 G) v# ? I9 l! ]) E0 W- % Update handles structure
- guidata(hObject, handles);
- i% l% X/ [! j- % UIWAIT makes CT_image_GFCM wait for user response (see UIRESUME)
- % uiwait(handles.figure1);
- 9 G$ {5 j2 S4 E+ f
) B& ~0 n4 B3 U6 H' _- % --- Outputs from this function are returned to the command line.
- function varargout = CT_image_GFCM_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)
- # P- [- ^' y0 P8 J1 }5 @, e; O
- % Get default command line output from handles structure
- varargout{1} = handles.output;
2 c+ r/ a4 f3 O5 Y+ D4 Q
% t0 k" u- p6 N) n @. g. c- % --- 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)
- global I
- [filename, pathname]= ...
- uigetfile({'*.*';'*.bmp';'*.tif';'*.png';'*.jpg'},'select picture');
- str= [pathname filename];
- I= imread(str);
- axes(handles.axes1);
- imshow(I);
- title('原图');
$ A% J% T2 z3 X8 T9 V( i g- % --- 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
- I=medfilt2(I,[3,3]);
- axes(handles.axes2);
- imshow(I)
- % S. F7 ~7 ]' X; R9 G
( a$ w$ z4 }, D8 ~- % --- 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 r c U
- [r,c] = size(I);
- data = zeros(r*c,1);
- for i = 1:r
- for j = 1:c
- data((i-1)*c+j,1) = double(I(i,j));
- end
- end
- [center, U, obj_fcn] = GFCM(data,4,0.9);
- 3 t3 f- x" @' _% m- b5 b3 t% h
- for i = 1 : r
- for j = 1 : c
- temp = (double(I(i, j)) - center) .^ 2;
- [fmin pos] = min(temp);
- I(i, j) = uint8(pos * 255 / 4);
- end
- end
- axes(handles.axes3);
- imshow(I)
$ O8 D" n4 ] V$ |# v" m2 t% [- % --- 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)
- global I r c U
- I_seg2 = I*0;
- for i = 1:r
- for j = 1:c
- if U(1,(i-1)*c+j)<U(2,(i-1)*c+j)
- I_seg2(i,j) =0 ;
- else
- I_seg2(i,j) =255;
- end
- end
- end
- axes(handles.axes4);
- imshow(I_seg2)
* j Z' L& g3 i7 ?4 x& A9 F# {# |# p- % --- 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 r c U
- I_seg3 = I*0;
- for i = 1:r
- for j = 1:c
- if U(1,(i-1)*c+j)<U(3,(i-1)*c+j)
- I_seg3(i,j) =0 ;
- else
- I_seg3(i,j) =255;
- end
- end
- end
- axes(handles.axes5);
- imshow(I_seg3)
- 1 C ?! Q5 A1 [/ j% ~; v' J8 _
- % --- 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 r c U
- I_seg4 = I*0;
- for i = 1:r
- for j = 1:c
- if U(1,(i-1)*c+j)<U(4,(i-1)*c+j)
- I_seg4(i,j) =0 ;
- else
- I_seg4(i,j) =255;
- end
- end
- end
- axes(handles.axes6);
- imshow(I_seg4)
9 t9 P9 k# x4 R5 o+ O. ], p 4 @/ [' o' Y _/ y: f" T
9 ~3 { v8 g O: u, \% F% C3 b
6 s( C% |1 E, ]- I, A4 p二、运行结果
. i7 _9 r# G Z8 _' y. l4 O0 M6 Y
: f7 T2 |, E7 L
# F) I% c$ b! Q4 t( O% k! n- H8 @# U/ j; T0 c* l
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