【缺陷检测】基于计算机视觉实现路面缺陷检测系统含Matlab源码
1 简介
为了不断提高产品质量和生产效率,金属工件表面缺陷在线自动检测技术在生产过程中显得日益重要。本论文针对金属工件表面的多种缺陷,设计了一套能够实现对金属工件表面缺陷进行实时在线、无损伤的自动检测系统。
2 部分代码
function varargout = System(varargin)% SYSTEM MATLAB code for System.fig% SYSTEM, by itself, creates a new SYSTEM or raises the existing% singleton*.%% H = SYSTEM returns the handle to a new SYSTEM or the handle to% the existing singleton*.%% SYSTEM('CALLBACK',hObject,eventData,handles,...) calls the local% function named CALLBACK in SYSTEM.M with the given input arguments.%% SYSTEM('Property','Value',...) creates a new SYSTEM or raises the% existing singleton*. Starting from the left, property value pairs are% applied to the GUI before System_OpeningFcn gets called. An% unrecognized property name or invalid value makes property application% stop. All inputs are passed to System_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 System% Last Modified by GUIDE v2.5 10-Apr-2022 09:39:11% Begin initialization code - DO NOT EDITgui_Singleton = 1;gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @System_OpeningFcn, ... 'gui_OutputFcn', @System_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{:});else gui_mainfcn(gui_State, varargin{:});end% End initialization code - DO NOT EDIT% --- Executes just before System is made visible.function System_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 System (see VARARGIN)% Choose default command line output for Systemhandles.output = hObject;% Update handles structureguidata(hObject, handles);% UIWAIT makes System wait for user response (see UIRESUME)% uiwait(handles.figure1);% --- Outputs from this function are returned to the command line.function varargout = System_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 structurevarargout{1} = handles.output;function edit1_Callback(hObject, eventdata, handles)% hObject handle to edit1 (see GCBO)% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% Hints: get(hObject,'String') returns contents of edit1 as text% str2double(get(hObject,'String')) returns contents of edit1 as a double% --- Executes during object creation, after setting all properties.function edit6_Callback(hObject, eventdata, handles)input = str2double(get(hObject,'String')); %检查输入是否为空. 如果为空,则默认显示为0 if (isempty(input)) set(hObject,'String','0')endguidata(hObject, handles);% hObject handle to edit6 (see GCBO)% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% Hints: get(hObject,'String') returns contents of edit6 as text% str2double(get(hObject,'String')) returns contents of edit6 as a double% --- Executes during object creation, after setting all properties.% --- 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)cla(handles.axes3,'reset');cla(handles.axes4,'reset');% --- Executes during object creation, after setting all properties.function scribeOverlay_CreateFcn(hObject, eventdata, handles)% hObject handle to scribeOverlay (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 scribeOverlay
3 仿真结果

4 参考文献
[1]陈勇. 基于机器视觉的表面缺陷检测系统的算法研究及软件设计[D]. 天津大学.
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。


