ForegroundDetectionChannel.H

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00001 /*!@file Channels/ForegroundDetectionChannel.H object detection channel using opecv cascade detector */
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: Lior Elazary
00034 // $HeadURL: svn://isvn.usc.edu/software/invt/trunk/saliency/src/Channels/ForegroundDetectionChannel.H $
00035 // $Id: ForegroundDetectionChannel.H 14605 2011-03-15 02:25:06Z dparks $
00036 //
00037 
00038 #ifndef FOREGROUNDDETECTIONCHANNEL_H_DEFINED
00039 #define FOREGROUNDDETECTIONCHANNEL_H_DEFINED
00040 
00041 #include "Image/OpenCVUtil.H"
00042 
00043 
00044 #ifdef HAVE_OPENCVAUX
00045 #define MAX(a,b)  ((a) < (b) ? (b) : (a))
00046 #include <opencv/cxtypes.h>
00047 #include <opencv/cvaux.h>
00048 #endif // HAVE_OPENCVAUX
00049 
00050 
00051 #include "Channels/SingleChannel.H"
00052 #include "Image/LevelSpec.H"
00053 
00054 
00055 #ifdef HAVE_OPENCV
00056 class CvBGStatModel;
00057 #endif
00058 
00059 // ######################################################################
00060 //! A channel for separating foreground from background
00061 class ForegroundDetectionChannel : public SingleChannel
00062 {
00063 public:
00064   //! Constructor
00065   ForegroundDetectionChannel(OptionManager& mgr);
00066 
00067   //! overload
00068   virtual bool outputAvailable() const;
00069 
00070   //! Virtual destructor.
00071   virtual ~ForegroundDetectionChannel();
00072 
00073   virtual uint numSubmaps() const;
00074 
00075   //! Get the foreground detection map
00076   virtual Image<float> getSubmap(const uint index) const;
00077 
00078   //! Bogus function that just returns a blank image so that
00079   //we don't need to deal with image pyramids
00080   virtual Image<float> getRawCSmap(const uint idx) const;
00081 
00082   virtual std::string getSubmapName(const uint index) const;
00083 
00084   //! special input function
00085   virtual void doInput(const InputFrame& inframe);
00086 
00087   //! special output function
00088   virtual Image<float> getOutput();
00089 
00090   virtual Dims getMapDims() const;
00091 
00092   virtual void getFeatures(const Point2D<int>& locn,
00093                            std::vector<float>& mean) const;
00094 
00095   virtual void getFeaturesBatch(std::vector<Point2D<int>*> *locn,
00096                                 std::vector<std::vector<float> > *mean,
00097                                 int *count) const;
00098 
00099 
00100 protected:
00101   Image<float> itsForegroundMap;                  //!The probability map of foreground objects
00102   Image<float> itsMap;                            //!The rescaled output map - for now just the foreground map
00103   OModelParam<LevelSpec> itsLevelSpec;
00104   
00105 #ifdef HAVE_OPENCV
00106   CvBGStatModel* itsStatModel_cv;
00107 #endif
00108 };
00109 
00110 // ######################################################################
00111 /* So things look consistent in everyone's emacs... */
00112 /* Local Variables: */
00113 /* indent-tabs-mode: nil */
00114 /* End: */
00115 
00116 #endif
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