1 简介
基于Matlab强大的图像处理工具箱函数,用加权平均法、拉普拉斯金字塔变换法、小波变换法对图像进行融合,然后用客观评价法中的相应评价指标对其融合结果进行质量评价。实验表明,小波变换法的图像融合效果最好。
2 部分代码
function varargout = imageprocess(varargin)
% IMAGEPROCESS MATLAB code for imageprocess.fig
% IMAGEPROCESS, by itself, creates a new IMAGEPROCESS or raises the existing
% singleton*.
%
% H = IMAGEPROCESS returns the handle to a new IMAGEPROCESS or the handle to
% the existing singleton*.
%
% IMAGEPROCESS('CALLBACK',hObject,eventData,handles,...) calls the local
% function named CALLBACK in IMAGEPROCESS.M with the given input arguments.
%
% IMAGEPROCESS('Property','Value',...) creates a new IMAGEPROCESS or raises the
% existing singleton*. Starting from the left, property value pairs are
% applied to the GUI before imageprocess_OpeningFcn gets called. An
% unrecognized property name or invalid value makes property application
% stop. All inputs are passed to imageprocess_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 imageprocess
% Last Modified by GUIDE v2.5 21-Apr-2015 22:09:41
% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name', mfilename, ...
'gui_Singleton', gui_Singleton, ...
'gui_OpeningFcn', @imageprocess_OpeningFcn, ...
'gui_OutputFcn', @imageprocess_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 imageprocess is made visible.
function imageprocess_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 imageprocess (see VARARGIN)
% Choose default command line output for imageprocess
handles.output = hObject;
% Update handles structure
guidata(hObject, handles);
% UIWAIT makes imageprocess wait for user response (see UIRESUME)
% uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line.
function varargout = imageprocess_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)
global im1
[filename, pathname]=uigetfile({'*.*';'*.bmp';'*.jpg';'*.tif';'*.jpg';'*.png'},'打开图片');
str1=[pathname filename];
im1=imread(str1);
axes(handles.axes1);
imshow(im1);
% --- 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 im2
[filename, pathname]=uigetfile({'*.*';'*.bmp';'*.jpg';'*.tif';'*.jpg';'*.png'},'打开图片');
str1=[pathname filename];
im2=imread(str1);
axes(handles.axes2);
imshow(im2);
% --- 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)
close(gcf);
% --- Executes during object creation, after setting all properties.
function axes3_CreateFcn(hObject, eventdata, handles)
% hObject handle to axes3 (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 axes3
% --- Executes on button press in pushbutton3.
function pushbutton11_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)
% --- Executes when selected object is changed in uipanel2.
% --- Executes when selected object is changed in uipanel3.
function uipanel3_SelectionChangeFcn(hObject, eventdata, handles)
% hObject handle to the selected object in uipanel3
% 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)
% --------------------------------------------------------------------
function Untitled_1_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_3_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_13_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_13 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_27_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_27 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_28_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_28 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global im1
global im2
im11 = double(im1)/255;
im22 = double(im2)/255;
%普拉斯金塔变换参数
mp = 3;zt =4; cf =1;ar = 1; cc = [cf ar];
Y_lap = fuse_lap(im11,im22,zt,cc,mp);
axes(handles.axes4);
imshow(Y_lap);
% --------------------------------------------------------------------
function Untitled_29_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_29 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_14_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_14 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
se=strel('disk',4);
im3=imerode(im,se);
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_15_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_15 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
se=strel('disk',4);
im3=imdilate(im,se);
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_16_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_16 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
se=strel('disk',4);
im3=imopen(im,se);
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_17_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_17 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
se=strel('disk',4);
im3=imclose(im,se);
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_4_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
global im1
if isgray(im1)==0
im3=rgb2gray(im1);
else im3=im1;
end
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_5_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_5 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_7_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_7 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_8_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_8 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_12_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_12 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_22_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_22 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global im1
[filename, pathname]=uigetfile({'*.*';'*.bmp';'*.jpg';'*.tif';'*.jpg';'*.png'},'打开图片');
str1=[pathname filename];
im1=imread(str1);
axes(handles.axes1);
imshow(im1);
% --------------------------------------------------------------------
function Untitled_23_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_23 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
global im2
[filename, pathname]=uigetfile({'*.*';'*.bmp';'*.jpg';'*.tif';'*.jpg';'*.png'},'打开图片');
str1=[pathname filename];
im2=imread(str1);
axes(handles.axes2);
imshow(im2);
% --------------------------------------------------------------------
function Untitled_24_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_24 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_25_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_25 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_18_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_18 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
axes (handles.axes3);
BW=edge(im,'sobel');
imshow(BW);
handles.img=BW;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_19_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_19 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
axes (handles.axes3);
BW=edge(im,'prewitt');
imshow(BW);
handles.img=BW;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_20_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_20 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im=handles.img;
axes (handles.axes3);
BW=edge(im,'canny');
imshow(BW);
handles.img=BW;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_9_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_9 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
a=handles.img;
b=iteration(a);
axes(handles.axes3);
imshow(b);
handles.img=b;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_11_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_11 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
a=handles.img;
t=graythresh(a);
b=im2bw(a,t);
axes(handles.axes3);
imshow(b);
handles.img=b;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_30_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_30 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --------------------------------------------------------------------
function Untitled_31_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_31 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im1=imadjust(handles.img);
axes(handles.axes3);
imshow(im1);
handles.img=im1;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_32_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_32 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
im1=histeq(handles.img);
axes(handles.axes3);
imshow(im1);
handles.img=im1;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_33_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_33 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
axes(handles.axes3);
im5=wiener2(handles.img,[5,5]);
imshow(im5);
handles.img=im5;
guidata(hObject,handles);
% --------------------------------------------------------------------
function Untitled_34_Callback(hObject, eventdata, handles)
% hObject handle to Untitled_34 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
axes(handles.axes3);
im5=medfilt2(handles.img,[5,5]);
imshow(im5);
handles.img=im5;
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)
global im1
if isgray(im1)==0
im3=rgb2gray(im1);
else im3=im1;
end
axes(handles.axes3);
imshow(im3);
handles.img=im3;
guidata(hObject,handles);
3 仿真结果
4 参考文献
[1]陈晓, & 唐诗华. (2014). 基于matlab的图像融合方法及性能评价. 地理空间信息, 12(6), 3.
部分理论引用网络文献，若有侵权联系博主删除。
5 MATLAB代码与数据下载地址
见博客主页
