TemplateMatchChannel.C

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00001 /*!@file Channels/TemplateMatchChannel.C */
00002 
00003 // //////////////////////////////////////////////////////////////////// //
00004 // The iLab Neuromorphic Vision C++ Toolkit - Copyright (C) 2000-2005   //
00005 // by the University of Southern California (USC) and the iLab at USC.  //
00006 // See http://iLab.usc.edu for information about this project.          //
00007 // //////////////////////////////////////////////////////////////////// //
00008 // Major portions of the iLab Neuromorphic Vision Toolkit are protected //
00009 // under the U.S. patent ``Computation of Intrinsic Perceptual Saliency //
00010 // in Visual Environments, and Applications'' by Christof Koch and      //
00011 // Laurent Itti, California Institute of Technology, 2001 (patent       //
00012 // pending; application number 09/912,225 filed July 23, 2001; see      //
00013 // http://pair.uspto.gov/cgi-bin/final/home.pl for current status).     //
00014 // //////////////////////////////////////////////////////////////////// //
00015 // This file is part of the iLab Neuromorphic Vision C++ Toolkit.       //
00016 //                                                                      //
00017 // The iLab Neuromorphic Vision C++ Toolkit is free software; you can   //
00018 // redistribute it and/or modify it under the terms of the GNU General  //
00019 // Public License as published by the Free Software Foundation; either  //
00020 // version 2 of the License, or (at your option) any later version.     //
00021 //                                                                      //
00022 // The iLab Neuromorphic Vision C++ Toolkit is distributed in the hope  //
00023 // that it will be useful, but WITHOUT ANY WARRANTY; without even the   //
00024 // implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR      //
00025 // PURPOSE.  See the GNU General Public License for more details.       //
00026 //                                                                      //
00027 // You should have received a copy of the GNU General Public License    //
00028 // along with the iLab Neuromorphic Vision C++ Toolkit; if not, write   //
00029 // to the Free Software Foundation, Inc., 59 Temple Place, Suite 330,   //
00030 // Boston, MA 02111-1307 USA.                                           //
00031 // //////////////////////////////////////////////////////////////////// //
00032 //
00033 // Primary maintainer for this file:
00034 // $HeadURL: svn://isvn.usc.edu/software/invt/trunk/saliency/src/Channels/TemplateMatchChannel.C $
00035 // $Id: TemplateMatchChannel.C 9412 2008-03-10 23:10:15Z farhan $
00036 //
00037 
00038 #ifndef TEMPLATEMATCHCHANNEL_C_DEFINED
00039 #define TEMPLATEMATCHCHANNEL_C_DEFINED
00040 
00041 #include "Channels/TemplateMatchChannel.H"
00042 
00043 #include "Image/CutPaste.H"
00044 #include "Image/DrawOps.H"
00045 #include "Image/MathOps.H"
00046 #include "Image/Pixels.H"
00047 #include "Image/ShapeOps.H"
00048 
00049 // ######################################################################
00050 // TemplateMatchChannel member definitions:
00051 // ######################################################################
00052 
00053 // ######################################################################
00054 TemplateMatchChannel::TemplateMatchChannel(OptionManager& mgr,
00055                                            const Image<float>& filt) :
00056   SingleChannel(mgr, "Template Match", "template", TEMPLATE,
00057                 rutz::make_shared(new TemplateMatchPyrBuilder(filt))),
00058   itsBestMatchPos(-1, -1),
00059   itsBestMatchLev(-1),
00060   itsBestMatchScore(-1.0e30F),
00061   itsFiltDims(filt.getDims())
00062 {  }
00063 
00064 // ######################################################################
00065 TemplateMatchChannel::~TemplateMatchChannel() {}
00066 
00067 // ######################################################################
00068 void TemplateMatchChannel::start1()
00069 {
00070   SingleChannel::start1();
00071 }
00072 
00073 // ######################################################################
00074 void TemplateMatchChannel::findBestMatch(const Rectangle& r,
00075                                          Point2D<int>& matchpos,
00076                                          int& match_lev, float& score)
00077 {
00078   itsBestMatchScore = -1.0e30F;
00079   for (uint i = itsLevelSpec.getVal().levMin();
00080        i <= itsLevelSpec.getVal().levMax(); ++i)
00081     {
00082       Image<float> zone = rescale(this->getImage(i), this->getInputDims());
00083 
00084       zone = crop(zone, r, true);   // search zone
00085 
00086       Point2D<int> p; float val;
00087       findMax(zone, p, val);
00088       if (val > itsBestMatchScore)
00089         {
00090           itsBestMatchPos.i = p.i + r.left();
00091           itsBestMatchPos.j = p.j + r.top();
00092           itsBestMatchLev = i;
00093           itsBestMatchScore = val;
00094         }
00095     }
00096   LINFO("best match: (%d, %d) at scale %d [%f]", itsBestMatchPos.i,
00097         itsBestMatchPos.j, itsBestMatchLev, itsBestMatchScore);
00098 
00099   // return our results:
00100   matchpos = itsBestMatchPos; match_lev = itsBestMatchLev;
00101   score = itsBestMatchScore;
00102 }
00103 
00104 // ######################################################################
00105 void TemplateMatchChannel::drawResults(Image< PixRGB<byte> >& traj,
00106                                        const Rectangle& foa)
00107 {
00108   // first look for the best match in the given foa
00109   Point2D<int> dummy1; int dummy2; float dummy3;
00110   this->findBestMatch(foa, dummy1, dummy2, dummy3);
00111 
00112   if (itsBestMatchLev < 0) return; // nothing to draw
00113 
00114   const int fw = itsFiltDims.w(), fh = itsFiltDims.h();
00115 
00116   int pfac = (1 << itsBestMatchLev) / 2;
00117   Rectangle pedrect =
00118     Rectangle::tlbrI(std::max(itsBestMatchPos.j - fh*pfac, 0),
00119                     std::max(itsBestMatchPos.i - fw*pfac, 0),
00120                     std::min(itsBestMatchPos.j + fh*pfac, traj.getHeight()-1),
00121                     std::min(itsBestMatchPos.i + fw*pfac, traj.getWidth()-1));
00122 
00123   // display bounding box around pedestrian:
00124   PixRGB<byte> redPix(255, 0, 0);
00125   drawRect(traj, pedrect, redPix, 1);
00126 }
00127 
00128 // ######################################################################
00129 /* So things look consistent in everyone's emacs... */
00130 /* Local Variables: */
00131 /* indent-tabs-mode: nil */
00132 /* End: */
00133 
00134 #endif // TEMPLATEMATCHCHANNEL_C_DEFINED
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