[917]  1  % 'ima_edge_detection': find edges


 2 


 3  %


 4  %%%% Use the general syntax for transform fields with a single input and parameters %%%%


 5  % OUTPUT:


[928]  6  % Data: output field structure


[917]  7  %


 8  %INPUT:


 9  % DataIn: input field structure


 10  % Param: matlab structure whose field Param.TransformInput contains the filter parameters


 11  %


 12 


 13  %=======================================================================


[924]  14  % Copyright 20082016, LEGI UMR 5519 / CNRS UGA GINP, Grenoble, France


[917]  15  % http://www.legi.grenobleinp.fr


 16  % Joel.Sommeria  Joel.Sommeria (A) legi.cnrs.fr


 17  %


 18  % This file is part of the toolbox UVMAT.


 19  %


 20  % UVMAT is free software; you can redistribute it and/or modify


 21  % it under the terms of the GNU General Public License as published


 22  % by the Free Software Foundation; either version 2 of the license,


 23  % or (at your option) any later version.


 24  %


 25  % UVMAT is distributed in the hope that it will be useful,


 26  % but WITHOUT ANY WARRANTY; without even the implied warranty of


 27  % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the


 28  % GNU General Public License (see LICENSE.txt) for more details.


 29  %=======================================================================


 30 


[928]  31  function Data=ima_edge_detection(Data,Param,Data_1)


[917]  32 


 33  %% request input parameters


[928]  34  if isfield(Data,'Action') && isfield(Data.Action,'RUN') && isequal(Data.Action.RUN,0)


[917]  35  prompt = {'npx';'npy';'threshold'};


 36  dlg_title = 'get the filter size in x and y';


 37  num_lines= 3;


 38  def = { '50';'50';'0.3'};


 39  if isfield(Param,'TransformInput')&&isfield(Param.TransformInput,'FilterBoxSize_x')&&...


 40  isfield(Param.TransformInput,'FilterBoxSize_y')&&isfield(Param.TransformInput,'LumThreshold')


 41  def={num2str(Param.TransformInput.FilterBoxSize_x);num2str(Param.TransformInput.FilterBoxSize_y);num2str(Param.TransformInput.LumThreshold)};


 42  end


 43  answer = inputdlg(prompt,dlg_title,num_lines,def);


[928]  44  Data.TransformInput.FilterBoxSize_x=str2num(answer{1}); %size of the filtering window


 45  Data.TransformInput.FilterBoxSize_y=str2num(answer{2}); %size of the filtering window


 46  Data.TransformInput.LumThreshold=str2num(answer{3}); %size of the filtering window


[917]  47  return


 48  end


 49 


 50 


 51  %definition of the cos shape matrix filter


 52  ix=[1/2Param.TransformInput.FilterBoxSize_x/2:1/2+Param.TransformInput.FilterBoxSize_x/2];%


 53  iy=[1/2Param.TransformInput.FilterBoxSize_y/2:1/2+Param.TransformInput.FilterBoxSize_y/2];%


 54  %del=np/3;


 55  %fct=exp((ix/del).^2);


 56  fct2_x=cos(ix/((Param.TransformInput.FilterBoxSize_x1)/2)*pi/2);


 57  fct2_y=cos(iy/((Param.TransformInput.FilterBoxSize_y1)/2)*pi/2);


 58  %Mfiltre=(ones(5,5)/5^2);


 59  Mfiltre=fct2_y'*fct2_x;


 60  Mfiltre=Mfiltre/(sum(sum(Mfiltre)));%normalize filter


 61 


[928]  62  Afilt=filter2(Mfiltre,Data.A);% smooth the image, excluding the edges (spurious reflexions)


[917]  63 


[928]  64  %Afilt=filter2(Mfiltre,Data.A(100:end100,100:end100));% smooth the image, excluding the edges (spurious reflexions)


 65  %Data.A= double(Data.A)Afilt;


[917]  66 


[928]  67 


 68 


 69 


 70  %


[917]  71  Amax=max(max(Afilt));


 72  Amin=min(min(Afilt));


[928]  73  % Data.A( Data_1.A(100:end100,100:end100)==100)=(Amin+Amax)/2;


 74 


 75 


 76 


[917]  77  Athreshold=(Amin+Amax)*Param.TransformInput.LumThreshold;


 78  %


[928]  79  % Data.A=zeros(size(Data.A,1),size(Data.A,2),3);


 80  Data.A=(Data.A>Athreshold);%transform to the initial image format


 81  % Data.A(:,:,1)=Data.A;%transform to the initial image format, red


 82  STATS = regionprops(Data.A, 'FilledArea','MinorAxisLength','MajorAxisLength','PixelIdxList');


[917]  83  Area=zeros(size(STATS));


 84  for iobj=1:numel(STATS)


 85  Area(iobj)=STATS(iobj).FilledArea;


 86  end


[928]  87  [Area, main_obj]=max(Area)


 88  MajorAxisLength=STATS(main_obj).MajorAxisLength;


 89  MinorAxisLength=STATS(main_obj).MinorAxisLength;


[917]  90  for iobj=1:numel(STATS)


 91  if iobj~=main_obj


[928]  92  Data.A(STATS(iobj).PixelIdxList)=0;


[917]  93  end


 94  end


 95 


[928]  96  Data.A=Amax*Data.A;


[917]  97 

