首页 > 行业资讯 > 【目标检测】基于帧差法和Vibe+高斯建模实现检测行人和车辆附matlab代码

【目标检测】基于帧差法和Vibe+高斯建模实现检测行人和车辆附matlab代码

时间:2022-06-27 来源: 浏览:

【目标检测】基于帧差法和Vibe+高斯建模实现检测行人和车辆附matlab代码

天天Matlab 天天Matlab
天天Matlab

TT_Matlab

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,完整matlab代码或者程序定制加qq1575304183。

收录于合集 #图像处理matlab源码 708个

1 简介

监控视频下的前景目标检测与追踪一直都是数字图像处理,机器视觉等领域的重点,也是难点.特别前景目标检测更是重中之重,是后续前景目标追踪和识别的基础,前景检测效果的好坏直接影响后期追踪和识别的效果.因此本文主要研究多环境下的前景目标检测算法、如 帧差法,背景建模法和VIBE算法 ,对传统各类算法从原理上进行研究,并通过实验分析各自的优缺点。

2 部分代码

function varargout = object_detect(varargin) % OBJECT_DETECT MATLAB code for object_detect.fig % OBJECT_DETECT, by itself, creates a new OBJECT_DETECT or raises the existing % singleton*. % % H = OBJECT_DETECT returns the handle to a new OBJECT_DETECT or the handle to % the existing singleton*. % % OBJECT_DETECT(’CALLBACK’,hObject,eventData,handles,...) calls the local % function named CALLBACK in OBJECT_DETECT.M with the given input arguments. % % OBJECT_DETECT(’Property’,’Value’,...) creates a new OBJECT_DETECT or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before object_detect_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to object_detect_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 object_detect % Last Modified by GUIDE v2.5 16-May-2018 08:41:00 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct(’gui_Name’, mfilename, ... ’gui_Singleton’, gui_Singleton, ... ’gui_OpeningFcn’, @object_detect_OpeningFcn, ... ’gui_OutputFcn’, @object_detect_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 object_detect is made visible. function object_detect_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 object_detect (see VARARGIN) % Choose default command line output for object_detect handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes object_detect wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = object_detect_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) [filename, pathname] = uigetfile({’*.avi’; ’*.mp4’},’打开视频’); str = [pathname filename]; set(handles.edit1, ’String’, str); function edit1_Callback(hObject, eventdata, handles) release(videoSource);

3 仿真结果

4 参考文献

[1]白一帆, 李海芳, 扆梦楠. 基于Vibe和三帧差法的目标检测算法[J]. 湖南科技大学学报:自然科学版, 2018, 33(2):6.

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。

版权:如无特殊注明,文章转载自网络,侵权请联系cnmhg168#163.com删除!文件均为网友上传,仅供研究和学习使用,务必24小时内删除。
相关推荐