【图像融合】基于拉普拉斯金字塔+小波变换+NSCT三种算法实现图像融合含Matlab源码
【图像融合】基于拉普拉斯金字塔+小波变换+NSCT三种算法实现图像融合含Matlab源码
TT_Matlab
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1 简介
图像融合是对数字图像的预处理,使图像整体或局部特征能有效地改善。本文基于对图像融合理论的理解,分析了拉普拉斯金字塔+小波变换+NSCT三种算法在图像融合中的应用。
2 部分代码
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
%
Last Modified by GUIDE v2.5 01-May-2021 22:52:25
%
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});
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 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;
%
3 仿真结果
4 参考文献
[1]陈浩, and 王延杰. "基于拉普拉斯金字塔变换的图像融合算法研究." 激光与红外 39.4(2009):4.
[2]刘卷舒, 蒋伟. 改进的基于非下采样的Contourlet变换的图像融合算法[J]. 计算机应用, 2018, 038(0z1):194-197.
[3]谭晓静. MATLAB环境下基于小波变换的图像融合方法[J]. 装备制造技术, 2017(2):4.
博主简介：擅长智能优化算法、神经网络预测、信号处理、元胞自动机、图像处理、路径规划、无人机等多种领域的Matlab仿真，相关matlab代码问题可私信交流。
部分理论引用网络文献，若有侵权联系博主删除。