【车牌识别】基于RGB颜色模型车牌识别matlab源码含GUI

最新推荐文章于 2022-12-03 19:25:09 发布

原创最新推荐文章于 2022-12-03 19:25:09 发布 · 49 阅读

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#matlab #算法 #开发语言

一、简介

基于matlab GUI RGB颜色模型车牌识别

二、源代码

function varargout = main(varargin)

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;

% 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;


% --- 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)
dd=imread('222.jpg');
 axes(handles.axes1);imshow(dd);
 axes(handles.axes71);imshow(dd);
 axes(handles.axes64);imshow(dd);
axes(handles.axes65);imshow(dd); 
axes(handles.axes70);imshow(dd); 
axes(handles.axes67);imshow(dd); 
axes(handles.axes66);imshow(dd); 
axes(handles.axes68);imshow(dd);
 axes(handles.axes69);imshow(dd);
 
set(handles.edit32,'string','');
set(handles.edit33,'string','');
set(handles.edit34,'string','');
set(handles.edit35,'string','');
set(handles.edit36,'string','');
set(handles.edit37,'string','');
set(handles.edit38,'string','');
set(handles.edit1,'string','');
global I,global I_bai,
global PY2,global PX1,global PX2,global PY1
set(handles.pushbutton2,'Enable','off');
[filename pathname] = ...
uigetfile({'*.jpg';'*.bmp';'*.gif'}, '');
str=[pathname filename];
I=imread(str);
I_bai=I;
[PY2,PY1,PX2,PX1]=caitu_fenge(I);
axes(handles.axes1);
imshow(I_bai);title('待识别图像');
set(handles.pushbutton2,'Enable','on');
% --- 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)
global I,global PY2,global PX1,global PX2,global PY1,global I_bai,global Plate,global threshold
set(handles.pushbutton6,'Enable','off');
[U V]=size(I);
%===============车牌区域根据面积二次修正======================
[PY2,PY1,PX2,PX1,threshold]=SEC_xiuzheng(PY2,PY1,PX2,PX1);
%==============更新图片=============================
Plate=I_bai(PY1:PY2,PX1:PX2,:);%使用caitu_tiqu
 hold on;
        line1 = [1 PY1; V PY1];
         plot(line1(:, 1), line1(:, 2), 'y-', 'LineWidth', 2);pause(1.5);
 hold on;
        line2 = [1 PY2; V PY2];
         plot(line2(:, 1), line2(:, 2), 'r-', 'LineWidth', 2);pause(1.5);
    hold on;
        line3 = [PX1 1; PX1 U];
         plot(line3(:, 1), line3(:, 2), 'g-', 'LineWidth', 2);pause(1.5);
          hold on;
        line4 = [PX2 1; PX2 U];
         plot(line4(:, 1), line4(:, 2), 'b-', 'LineWidth', 2);
set(handles.pushbutton6,'Enable','on');
% --- 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)
global Plate
axes(handles.axes71);
imshow(Plate);title('边界定位图');
% --- Executes on button press in pushbutton7.
function pushbutton7_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton7 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
global Plate,global bw
bw=rgb2gray(Plate); 
axes(handles.axes71);
imshow(bw);title('灰度化');
% --- Executes on button press in pushbutton8.
function pushbutton8_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton8 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
global bw,global qingxiejiao
qingxiejiao=rando_bianhuan(bw);
bw=imrotate(bw,qingxiejiao,'bilinear','crop');
axes(handles.axes71);
imshow(bw);title('倾斜校正');
% --- Executes on button press in pushbutton9.
function pushbutton9_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton9 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
global bw,global threshold
bw=im2bw(bw);%figure,imshow(bw);
bw=bwmorph(bw,'hbreak',inf);%figure,imshow(bw);
bw=bwmorph(bw,'spur',inf);%figure,imshow(bw);title('擦除之前');
bw=bwmorph(bw,'open',5);%figure,imshow(bw);title('闭合运算');
bw = bwareaopen(bw, threshold);
axes(handles.axes71);
imshow(bw);title('擦除');
% --- Executes on button press in pushbutton10.
function pushbutton10_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton10 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
global bw
bw=~bw; 
axes(handles.axes71); 
imshow(bw);title('反色')

% --- Executes on button press in pushbutton11.
function pushbutton11_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton11 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
 global bw
 bw=touying(bw);
axes(handles.axes71); 
imshow(bw);title('裁剪边缘');
% --- Executes on button press in pushbutton12.
function pushbutton12_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton12 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
 global bw,global threshold,global qingxiejiao
bw=~bw;
bw = bwareaopen(bw, threshold);
bw=~bw;%figure,imshow(bw);title('二次擦除');
[y,x]=size(bw);%对长宽重新赋值
%=================文字分割=================================
fenge=shuzifenge(bw,qingxiejiao)
[m,k]=size(fenge);
%=================显示分割图像结果========================= 
 
%================ 给七张图片定位===============桂AV6388
han_zi  =bw( 1:y,fenge(1):fenge(2));
zi_mu   =bw( 1:y,fenge(3):fenge(4));
zm_sz_1 =bw( 1:y,fenge(5):fenge(6));
zm_sz_2 =bw( 1:y,fenge(7):fenge(8));  
shuzi_1 =bw( 1:y,fenge(9):fenge(10)); 
shuzi_2 =bw( 1:y,fenge(11):fenge(12)); 
shuzi_3 =bw( 1:y,fenge(13):fenge(14)); 
%==========================识别====================================
%======================把修正数据读入==============================
xiuzhenghanzi =   imresize(han_zi, [110 55],'bilinear');
xiuzhengzimu  =   imresize(zi_mu,  [110 55],'bilinear');
xiuzhengzm_sz_1=  imresize(zm_sz_1,[110 55],'bilinear');
xiuzhengzm_sz_2 = imresize(zm_sz_2,[110 55],'bilinear');
xiuzhengshuzi_1 = imresize(shuzi_1,[110 55],'bilinear');
xiuzhengshuzi_2 = imresize(shuzi_2,[110 55],'bilinear');
xiuzhengshuzi_3 = imresize(shuzi_3,[110 55],'bilinear');

axes(handles.axes64);imshow(xiuzhenghanzi);
axes(handles.axes65);imshow(xiuzhengzimu);
axes(handles.axes66);imshow(xiuzhengzm_sz_1);
axes(handles.axes67);imshow(xiuzhengzm_sz_2);
axes(handles.axes68);imshow(xiuzhengshuzi_1);
axes(handles.axes69);imshow(xiuzhengshuzi_2);
axes(handles.axes70);imshow(xiuzhengshuzi_3);

%============ 把0-9 , A-Z以及省份简称的数据存储方便访问====================
hanzishengfen=duquhanzi(imread('cpgui.bmp'),imread('cpguizhou.bmp'),imread('cpjing.bmp'),imread('cpsu.bmp'),imread('cpyue.bmp'));
%因数字和字母比例不同。这里要修改
shuzizimu=duquszzm(imread('0.bmp'),imread('1.bmp'),imread('2.bmp'),imread('3.bmp'),imread('4.bmp'),...
                   imread('5.bmp'),imread('6.bmp'),imread('7.bmp'),imread('8.bmp'),imread('9.bmp'),...
                   imread('10.bmp'),imread('11.bmp'),imread('12.bmp'),imread('13.bmp'),imread('14.bmp'),...
                   imread('15.bmp'),imread('16.bmp'),imread('17.bmp'),imread('18.bmp'),imread('19.bmp'),...
                   imread('20.bmp'),imread('21.bmp'),imread('22.bmp'),imread('23.bmp'),imread('24.bmp'),...
                   imread('25.bmp'),imread('26.bmp'),imread('27.bmp'),imread('28.bmp'),imread('29.bmp'),...
                   imread('30.bmp'),imread('31.bmp'),imread('32.bmp'),imread('33.bmp'));
zimu  = duquzimu(imread('10.bmp'),imread('11.bmp'),imread('12.bmp'),imread('13.bmp'),imread('14.bmp'),...
                 imread('15.bmp'),imread('16.bmp'),imread('17.bmp'),imread('18.bmp'),imread('19.bmp'),...
                 imread('20.bmp'),imread('21.bmp'),imread('22.bmp'),imread('23.bmp'),imread('24.bmp'),...
                 imread('25.bmp'),imread('26.bmp'),imread('27.bmp'),imread('28.bmp'),imread('29.bmp'),...
                 imread('30.bmp'),imread('31.bmp'),imread('32.bmp'),imread('33.bmp'));
shuzi = duqushuzi(imread('0.bmp'),imread('1.bmp'),imread('2.bmp'),imread('3.bmp'),imread('4.bmp'),...
                 imread('5.bmp'),imread('6.bmp'),imread('7.bmp'),imread('8.bmp'),imread('9.bmp')); 
%============================识别结果================================  
i=1;%shibiezm_sz该函数识别数字有问题
jieguohanzi  = shibiehanzi(hanzishengfen,xiuzhenghanzi);shibiejieguo(1,i) =jieguohanzi;  i=i+1;
jieguozimu   = shibiezimu(zimu,xiuzhengzimu);           shibiejieguo(1,i) =jieguozimu;   i=i+1;
jieguozm_sz_1= shibiezm_sz(shuzizimu,xiuzhengzm_sz_1);  shibiejieguo(1,i) =jieguozm_sz_1;i=i+1;
jieguozm_sz_2= shibiezm_sz(shuzizimu,xiuzhengzm_sz_2);  shibiejieguo(1,i) =jieguozm_sz_2;i=i+1;
jieguoshuzi_1= shibieshuzi(shuzi,xiuzhengshuzi_1);      shibiejieguo(1,i) =jieguoshuzi_1;i=i+1;
jieguoshuzi_2= shibieshuzi(shuzi,xiuzhengshuzi_2);      shibiejieguo(1,i) =jieguoshuzi_2;i=i+1;
jieguoshuzi_3= shibieshuzi(shuzi,xiuzhengshuzi_3);      shibiejieguo(1,i) =jieguoshuzi_3;i=i+1;
%==========================对话框显示显示=============================================
 NN=shibiejieguo;
%msgbox(shibiejieguo,'识别结果');
%=====================导出文本==================
fid=fopen('Data.xls','a+');
fprintf(fid,'%s\r\n',shibiejieguo,datestr(now));
fclose(fid);

 set(handles.edit32,'string',char(NN(1)));
  set(handles.edit33,'string',char(NN(2)));
   set(handles.edit34,'string',char(NN(3)));
    set(handles.edit35,'string',char(NN(4)));
     set(handles.edit36,'string',char(NN(5)));
      set(handles.edit37,'string',char(NN(6))); set(handles.edit38,'string',char(NN(7)));
% --- Executes on button press in pushbutton13.
 
 set(handles.edit1,'string',['车牌号码:',NN]);

% --- Executes on button press in pushbutton15.
function pushbutton15_Callback(hObject, eventdata, handles)
% hObject    handle to pushbutton15 (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
close(gcf);


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
    set(hObject,'BackgroundColor','white');
else
    set(hObject,'BackgroundColor',get(0,'defaultUicontrolBackgroundColor'));
end



function edit2_Callback(hObject, eventdata, handles)
% hObject    handle to edit2 (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 edit2 as text
%        str2double(get(hObject,'String')) returns contents of edit2 as a double


% --- Executes during object creation, after setting all properties.
function edit2_CreateFcn(hObject, eventdata, handles)
% hObject    handle to edit2 (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
    set(hObject,'BackgroundColor','white');
else
    set(hObject,'BackgroundColor',get(0,'defaultUicontrolBackgroundColor'));
end