matlab實(shí)現(xiàn)基于小波技術(shù)進(jìn)行圖像融合–人工智能深度學(xué)習(xí)模塊
該案例相對(duì)簡(jiǎn)單。實(shí)現(xiàn)程序
% MAINFORM MATLAB code for MainForm.fig
% MAINFORM, by itself, creates a new MAINFORM or raises the existing
% singleton*.
%
% H = MAINFORM returns the handle to a new MAINFORM or the handle to
% the existing singleton*.
%
% MAINFORM(‘CALLBACK’,hObject,eventData,handles,…) calls the local
% function named CALLBACK in MAINFORM.M with the given input arguments.
%
% MAINFORM(‘Property’,‘Value’,…) creates a new MAINFORM or raises the
% existing singleton*. Starting from the left, property value pairs are
% applied to the GUI before MainForm_OpeningFcn gets called. An
% unrecognized property name or invalid value makes property application
% stop. All inputs are passed to MainForm_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
函數(shù)文件
MainForm.m

function varargout = MainForm(varargin) % MAINFORM MATLAB code for MainForm.fig % MAINFORM, by itself, creates a new MAINFORM or raises the existing % singleton*. % % H = MAINFORM returns the handle to a new MAINFORM or the handle to % the existing singleton*. % % MAINFORM('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in MAINFORM.M with the given input arguments. % % MAINFORM('Property','Value',...) creates a new MAINFORM or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before MainForm_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to MainForm_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 MainForm% Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ...'gui_Singleton', gui_Singleton, ...'gui_OpeningFcn', @MainForm_OpeningFcn, ...'gui_OutputFcn', @MainForm_OutputFcn, ...'gui_LayoutFcn', [] , ...'gui_Callback', []); if nargin && ischar(varargin{1})gui_State.gui_Callback = str2func(varargin{1}); endif nargout[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); elsegui_mainfcn(gui_State, varargin{:}); end % End initialization code - DO NOT EDIT% --- Executes just before MainForm is made visible. function MainForm_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 MainForm (see VARARGIN)% Choose default command line output for MainForm handles.output = hObject; clc; axes(handles.axes1); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', ''); axes(handles.axes2); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', ''); axes(handles.axes3); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', '');% Update handles structure guidata(hObject, handles);% UIWAIT makes MainForm wait for user response (see UIRESUME) % uiwait(handles.figure1);% --- Outputs from this function are returned to the command line. function varargout = MainForm_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) clc; axes(handles.axes1); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', ''); axes(handles.axes2); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', ''); axes(handles.axes3); cla reset; box on; set(gca, 'XTickLabel', '', 'YTickLabel', ''); handles.file1 = []; handles.file2 = []; handles.result = []; [filename, pathname] = uigetfile({'*.jpg;*.tif;*.png;*.gif', 'All Image Files';...'*.*', 'All Files' }, '選擇圖像1', ...fullfile(pwd, 'images\\實(shí)驗(yàn)圖像1\\a.tif')); if isequal(filename, 0)return; end handles.file1 = fullfile(pathname, filename); guidata(hObject, handles); Img1 = imread(fullfile(pathname, filename)); axes(handles.axes1); imshow(Img1, []);% --- 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) [filename, pathname] = uigetfile({'*.jpg;*.tif;*.png;*.gif', 'All Image Files';...'*.*', 'All Files' }, '選擇圖像2', ...fullfile(pwd, 'images\\實(shí)驗(yàn)圖像1\\b.tif')); if isequal(filename, 0)return; end handles.file2 = fullfile(pathname, filename); guidata(hObject, handles); Img2 = imread(fullfile(pathname, filename)); axes(handles.axes2); imshow(Img2, []);% --- 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) if isempty(handles.file1)msgbox('請(qǐng)載入圖像1！', '提示信息', 'modal');return; end if isempty(handles.file2)msgbox('請(qǐng)載入圖像2！', '提示信息', 'modal');return; end [imA, map1] = imread(handles.file1); [imB, map2] = imread(handles.file2); M1 = double(imA) / 256; M2 = double(imB) / 256; zt = 2; wtype = 'haar'; [c0, s0] = Wave_Decompose(M1, zt, wtype); [c1, s1] = Wave_Decompose(M2, zt, wtype); Coef_Fusion = Fuse_Process(c0, c1, s0, s1); Y = Wave_Reconstruct(Coef_Fusion, s0, wtype); handles.result = im2uint8(mat2gray(Y)); guidata(hObject, handles); msgbox('小波融合處理完畢！', '提示信息', 'modal');% --- 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) if isempty(handles.result)msgbox('請(qǐng)進(jìn)行填充處理！', '提示信息', 'modal');return; end axes(handles.axes3); imshow(handles.result, []);

子函數(shù)
function Y = Wave_Reconstruct(Coef_Fusion, s, wtype)

if nargin < 3
wtype = ‘haar’;
end

Y = waverec2(Coef_Fusion, s, wtype);

子函數(shù)
function [c, s] = Wave_Decompose(M, zt, wtype)

if nargin < 3
wtype = ‘haar’;
end
if nargin < 2
zt = 2;
end

[c, s] = wavedec2(M, zt, wtype);

函數(shù)處理

function Coef_Fusion = Fuse_Process(c0, c1, s0, s1)KK = size(c1); Coef_Fusion = zeros(1, KK(2)); Coef_Fusion(1:s1(1,1)*s1(1,2)) = (c0(1:s1(1,1)*s1(1,2))+c1(1:s1(1,1)*s1(1,2)))/2; MM1 = c0(s1(1,1)*s1(1,2)+1:KK(2)); MM2 = c1(s1(1,1)*s1(1,2)+1:KK(2)); mm = (abs(MM1)) > (abs(MM2)); Y = (mm.*MM1) + ((~mm).*MM2); Coef_Fusion(s1(1,1)*s1(1,2)+1:KK(2)) = Y;

GUI初始界面


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