MATLAB实现基于阈值分割的车牌定位识别【计算机视觉、深度学习实战】.zip

function varargout = main(varargin) % MAIN MATLAB code for main.fig % MAIN, by itself, creates a new MAIN or raises the existing % singleton*. % % H = MAIN returns the handle to a new MAIN or the handle to % the existing singleton*. % % MAIN('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in MAIN.M with the given input arguments. % % MAIN('Property','Value',...) creates a new MAIN or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before main_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to main_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 main % Last Modified by GUIDE v2.5 31-May-2016 17:38:07 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @main_OpeningFcn, ... 'gui_OutputFcn', @main_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 main is made visible. function main_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 main (see VARARGIN) % Choose default command line output for main handles.output = hObject; clc; warning off all; 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', []); axes(handles.axes4); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes5); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes6); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes7); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes8); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes9); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes10); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes11); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes12); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes13); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes14); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes15); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); set(handles.edit1, 'string', []); handles.Img=[]; % Update handles structure guidata(hObject, handles); % UIWAIT makes main wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = main_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; 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 edit1_CreateFcn(hObject, eventdata, handles) % hObject handle to edit1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end % --- 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) 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', []); axes(handles.axes4); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes5); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes6); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes7); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes8); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes9); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes10); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes11); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes12); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes13); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes14); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); axes(handles.axes15); cla reset; box on; set(gca, 'XTickLabel', [], 'YTickLabel', []); set(handles.edit1, 'string', []); set(handles.edit2, 'string', []); [filename, pathname] = uigetfile({'*.jpg;*.tif;*.png;*.gif', 'All Image Files';... '*.*', '所有文件' }, '选择图像文件', fullfile(pwd, 'images/川F1A666.jpg')); if filename == 0 return; end % 文件名 file = fullfile(pathname, filename); % 图像矩阵 Img = imread(file); %激活第一个轴对象 axes(handles.axes1); imshow(Img, []); %激活第二个轴对象 axes(handles.axes2); imshow(Img, []); %保存为全局变量 handles.Img = Img; guidata(hObject, handles); % --- 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) Img=handles.Img; %对图像I进行灰度处理 I_gray=rgb2gray(Img); axes(handles.axes3); imshow(I_gray); title('灰度图像'); %利用Sobel算子进行边缘检测 I_edge=edge(I_gray,'sobel'); axes(handles.axes4); imshow(I_edge) title('边缘检测后图像'); se=[1;1;1]; %对边缘图像进行腐蚀 I_erode=imerode(I_edge,se); axes(handles.axes5); imshow(I_erode); title('腐蚀后边缘图像'); se=strel('rectangle',[25,25]); %填充图像 I_close=imclose(I_erode,se); axes(handles.axes6); imshow(I_close) title('填充后图像'); %去除聚团灰度值小于1500的部分 I_final=bwareaopen(I_close,1500); axes(handles.axes7); imshow(I_final); title('形态滤波后图像'); I_new=zeros(size(I_final,1),size(I_final,2)); location_of_1=[]; %寻找二值图像中