基于matlab GUI路面裂缝识别

ulppknot · 发表于 2021-4-14 08:49

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一、简介
高速公路路面病害养护和管理的重要部分就是路面裂缝的检测。近年来,路面裂缝自动检测技术已得到了广泛应用,而由于路面裂缝图像的复杂性,检测算法直接影响着检测结果的精确度。因此,本文将重点放在路面裂缝病害的检测上,为了提高检测的精度,分别从裂缝图像的去噪、图像的增强、图像的分割以及检测后路面裂缝图像的特征提取方面进行深入研究。　　在路面裂缝图像中,由于裂缝信息与背景对比度偏低,难以将裂缝直接检测到。对于图像的预处理,首先对图像进行灰度校正,再对校正之后的图像滤波,本文提出了一种改进的中值滤波方法,对图像进行去噪,之后用基于模糊理论的图像增强原理对图像做进一步增强,有效提高了路面裂缝图像的对比度。　　针对路面裂缝图像分割,本文分别用了阈值分割和基于形态学多尺度的思想,对于形状规则的裂缝采用的是阈值分割,对于裂缝形状不规则的图像,本文设计了一种多结构元素的抗噪型边缘检测算子,且依据不同形状的结构元素对裂缝边缘填充的几率不同,确定了自适应权重,使得算子检测到了各种类型的裂缝边缘,有效地提高了检测的精度。　　对于经过分割后的路面裂缝图像中存在噪声和裂缝断裂的问题,本文对于断裂较窄的图像用形态学中的闭运算和开运算去处理,对于断裂较宽的图像,提出了一种基于生长的断裂裂缝块的连接方法。提高了连接的效率和准确率,使整个检测结果清晰完整。最终,从识别结果图中提取裂缝信息。根据得到的识别结果图,设定一系列判定条件,提取出裂缝的连通域,对裂缝的类型进行判断,最后计算出网状裂缝的面积及线性裂缝的长宽信息。

二、源代码
function varargout = Gui_Main(varargin)
% GUI_MAIN M-file for Gui_Main.fig
%    GUI_MAIN, by itself, creates a new GUI_MAIN or raises the existing
%    singleton*.
%
%    H = GUI_MAIN returns the handle to a new GUI_MAIN or the handle to
%    the existing singleton*.
%
%    GUI_MAIN('CALLBACK',hObject,eventData,handles,...) calls the local
%    function named CALLBACK in GUI_MAIN.M with the given input arguments.
%
%    GUI_MAIN('Property','Value',...) creates a new GUI_MAIN or raises the
%    existing singleton*.  Starting from the left, property value pairs are
%    applied to the GUI before Gui_Main_OpeningFcn gets called.  An
%    unrecognized property name or invalid value makes property application
%    stop.  All inputs are passed to Gui_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 Gui_Main

% Last Modified by GUIDE v2.5 29-Mar-2011 22:28:58

% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name',    mfilename, ...
'gui_Singleton',  gui_Singleton, ...
'gui_OpeningFcn', @Gui_Main_OpeningFcn, ...
'gui_OutputFcn',  @Gui_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 Gui_Main is made visible.
function Gui_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 Gui_Main (see VARARGIN)

% Choose default command line output for Gui_Main
handles.output = hObject;
handles.Result = [];
handles.File = [];
% Update handles structure
guidata(hObject, handles);
clc; warning off all;
InitAxes(handles);

% UIWAIT makes Gui_Main wait for user response (see UIRESUME)
% uiwait(handles.figure1);

% --- Outputs from this function are returned to the command line.
function varargout = Gui_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 pushbuttonOpenFile.
function pushbuttonOpenFile_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonOpenFile (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({'*.jpg;*.tif;*.png;*.gif;*.bmp','All Image Files';...
'*.*','All Files' },'载入图像',...
fullfile(pwd, 'images'));
if isequal(filename, 0) || isequal(pathname, 0)
return;
end
I = imread(fullfile(pathname, filename));
Result = Process_Main(I);
handles.File = fullfile(pathname, filename);
handles.Result = Result;
guidata(hObject, handles);
InitAxes(handles)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');

% --- Executes on button press in pushbuttonHisteq.
function pushbuttonHisteq_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonHisteq (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.hist); title('直方图均衡化图像');
end

% --- Executes on button press in pushbuttonMedfilt.
function pushbuttonMedfilt_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonMedfilt (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.Medfilt); title('中值滤波图像');
end

% --- Executes on button press in pushbuttonBw.
function pushbuttonBw_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonBw (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.Bw); title('二值图像');
end

% --- Executes on button press in pushbuttonEnance.
function pushbuttonEnance_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonEnance (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.Enance); title('增强图像');
end

% --- Executes on button press in pushbuttonBwfilter.
function pushbuttonBwfilter_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonBwfilter (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.Bw); title('二值图像');
axes(handles.axes3); imshow(handles.Result.BwFilter); title('二值图像滤波');
end

% --- Executes on button press in pushbuttonCrackRec.
function pushbuttonCrackRec_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonCrackRec (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.Bw); title('二值图像');
axes(handles.axes3); imshow(handles.Result.BwFilter); title('二值图像滤波');
axes(handles.axes4); imshow(handles.Result.CrackRec); title('裂缝识别');
end

% --- Executes on button press in pushbuttonCrackJudge.
function pushbuttonCrackJudge_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonCrackJudge (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.BwFilter); title('二值图像滤波');
axes(handles.axes3); imshow(handles.Result.CrackRec); title('裂缝识别');
axes(handles.axes4); imshow(handles.Result.CrackJudge); title('裂缝判断');
end

% --- Executes on button press in pushbuttonCrackLoc.
function pushbuttonCrackLoc_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonCrackLoc (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.CrackJudge); title('裂缝图像');
axes(handles.axes3); imshow(handles.Result.CrackJudge); title(handles.Result.str);
axes(handles.axes4); imshow(handles.Result.CrackJudge); title('裂缝标记图像');
hold on;
rectangle('Position', handles.Result.rect, 'EdgeColor', 'g', 'LineWidth', 2);
hold off;
end

% --- Executes on button press in pushbuttonProject.
function pushbuttonProject_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonProject (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.CrackJudge); title('裂缝图像');
axes(handles.axes3); plot(1:size(handles.Result.Image, 1), handles.Result.Projectr);
title('行投影');
axes(handles.axes4); plot(1:size(handles.Result.Image, 2), handles.Result.Projectc);
title('列投影');
end

% --- Executes on button press in pushbuttonClose.
function pushbuttonClose_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonClose (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
choice = questdlg('确定退出?', ...
'退出', ...
'是','否','否');
switch choice
case '是'
      close;
otherwise
      return;
end

% --- Executes on button press in pushbuttonSaveResult.
function pushbuttonSaveResult_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonSaveResult (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
try
if ~isempty(handles.File)
      raw = [];
      xlsfile = fullfile(pwd, 'Result/result.xls');
      if exist(xlsfile, 'file')
         [num, txt, raw] = xlsread(xlsfile);
      end

      F = [];
      F{1, 1} = '文件名';
      F{1, 2} = '阈值信息';
      F{1, 3} = '面积信息';
      F{1, 4} = '长度信息';
      F{1, 5} = '最大宽度信息';
      F{1, 6} = '最小宽度信息';
      F{1, 7} = '形状信息';

      F{2, 1} = handles.File;
      F{2, 2} = handles.Result.BwTh;
      F{2, 3} = handles.Result.BwArea;
      F{2, 4} = handles.Result.BwLength;
      F{2, 5} = handles.Result.BwWidthMax;
      F{2, 6} = max(handles.Result.BwWidthMin,0.01);
      F{2, 7} = handles.Result.str;

      F = [raw; F];
      xlswrite(xlsfile, F);

      msgbox('保存结果成功！', '信息提示框');
end
catch
msgbox('保存结果失败，请检查程序！', '信息提示框');
end

% --- Executes on button press in pushbuttonBridge.
function pushbuttonBridge_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonBridge (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.Result)
axes(handles.axes1); imshow(handles.Result.Image); title('原图像');
axes(handles.axes2); imshow(handles.Result.BwFilter); title('二值图像滤波');
axes(handles.axes3); imshow(handles.Result.CrackJudge); title('裂缝判断');
axes(handles.axes4); imshow(handles.Result.CrackBridge); title('裂缝拼接');
end

% --- Executes on button press in pushbuttonSaveImage.
function pushbuttonSaveImage_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonSaveImage (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
[filename, pathname] = uiputfile({'*.jpg;*.tif;*.png;*.gif','All Image Files';...
'*.*','All Files' },'Save Image',...
fullfile(pwd, 'Result/result.png'));
if ~isequal(filename, 0)
imwrite(handles.Result.BwEnd, fullfile(pathname, filename));
msgbox('保存图像成功！', '信息提示框');
end

% --- Executes on button press in pushbuttonDiplay.
function pushbuttonDiplay_Callback(hObject, eventdata, handles)
% hObject handle to pushbuttonDiplay (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
if ~isempty(handles.File)
F = [];
F{1} = sprintf('文件名:%s', handles.File);
F{2} = sprintf('阈值信息%.2f', handles.Result.BwTh);
F{3} = sprintf('面积信息%.2f', handles.Result.BwArea);
F{4} = sprintf('长度信息%.2f', handles.Result.BwLength);
F{5} = sprintf('最大宽度信息%.2f', handles.Result.BwWidthMax);
F{6} = sprintf('最小宽度信息%.2f', max(handles.Result.BwWidthMin,0.01));
F{7} = sprintf('形状信息%s', handles.Result.str);
listdlg('PromptString', '参数显示:',...
      'Name', '参数信息', ...
      'ListSize', [300, 150], ...
      'SelectionMode','single',...
      'ListString', F);
end

三、运行结果

SsaaM7 · 发表于 2021-4-14 10:51

基于matlab GUI路面裂缝识别

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