InferoTemporal.H

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00001 /*!@file Neuro/InferoTemporal.H Object recognition module */
00002 
00003 // //////////////////////////////////////////////////////////////////// //
00004 // The iLab Neuromorphic Vision C++ Toolkit - Copyright (C) 2001 by the //
00005 // 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: Laurent Itti <itti@usc.edu>
00034 // $HeadURL: svn://isvn.usc.edu/software/invt/trunk/saliency/src/Neuro/InferoTemporal.H $
00035 // $Id: InferoTemporal.H 10747 2009-02-03 08:24:04Z itti $
00036 //
00037 
00038 #ifndef INFEROTEMPORAL_H_DEFINED
00039 #define INFEROTEMPORAL_H_DEFINED
00040 
00041 #include "Channels/InputFrame.H"
00042 #include "Component/ModelComponent.H"
00043 #include "Component/ModelParam.H"
00044 #include "Image/Pixels.H"
00045 #include "Image/Image.H"
00046 #include "Neuro/NeuroSimEvents.H"
00047 #include "SIFT/VisualObjectMatchAlgo.H"
00048 #include "Simulation/SimModule.H"
00049 
00050 class VisualCortex;
00051 class VisualObjectDB;
00052 class Brain;
00053 
00054 namespace nub { template <class T> class ref; }
00055 
00056 // ######################################################################
00057 //! Abstract inferotemporal interface
00058 class InferoTemporal : public SimModule
00059 {
00060 public:
00061   //! Constructor
00062   InferoTemporal(OptionManager& mgr,
00063                  const std::string& descrName,
00064                  const std::string& tagName);
00065 
00066   //! Destructor
00067   virtual ~InferoTemporal();
00068 
00069 protected:
00070   //! Callback for when a new WTA winner is available
00071   SIMCALLBACK_DECLARE(InferoTemporal, SimEventWTAwinner);
00072 
00073   //! Object recognition
00074   virtual void attentionShift(SimEventQueue& q, const Point2D<int>& location) = 0;
00075 };
00076 
00077 // ######################################################################
00078 //! Do-nothing stub implementation of InferoTemporal
00079 class InferoTemporalStub : public InferoTemporal
00080 {
00081 public:
00082   //! Constructor
00083   InferoTemporalStub(OptionManager& mgr,
00084                      const std::string& descrName = "Infero Temporal Stub",
00085                      const std::string& tagName = "InferoTemporalStub");
00086 
00087   //! Destructor
00088   virtual ~InferoTemporalStub();
00089 
00090 protected:
00091   //! No-op stub
00092   virtual void attentionShift(SimEventQueue& q, const Point2D<int>& location);
00093 };
00094 
00095 // ######################################################################
00096 //! InferoTemporalStd
00097 /*! Model of the Inferior Temporal Cortex utilizing SIFT object
00098     recognition. */
00099 class InferoTemporalStd : public InferoTemporal
00100 {
00101 public:
00102   //! Constructor
00103   InferoTemporalStd(OptionManager& mgr,
00104                     const std::string& descrName = "Infero Temporal Std",
00105                     const std::string& tagName = "InferoTemporalStd");
00106 
00107   //! Destructor
00108   virtual ~InferoTemporalStd();
00109 
00110 protected:
00111   //! Object recognition
00112   virtual void attentionShift(SimEventQueue& q, const Point2D<int>& location);
00113 
00114 protected:
00115   OModelParam<bool> itsUseAttention;              //!< attention modulated reco
00116   OModelParam<std::string> itsObjectDatabaseFile; //!< obj knowledgebase file
00117   OModelParam<bool> itsTrainObjectDB;             //!< train the database
00118   OModelParam<bool> itsPromptUserTrainDB;         //!< prompt before training
00119   OModelParam<bool> itsMatchObjects;              //!< match new objects
00120   OModelParam<int> itsRecogMinMatch;              //!< min matches for recog
00121   OModelParam<VisualObjectMatchAlgo> itsMatchingAlg; //!< matching algo to use
00122 
00123   rutz::shared_ptr<VisualObjectDB> itsObjectDB; //!< our object database
00124 
00125   InputFrame itsInputFrame;
00126 
00127   //! (re-)initialization - load object database
00128   virtual void start1();
00129 
00130   //! destruction - save object database
00131   virtual void stop1();
00132 };
00133 
00134 #endif
00135 
00136 // ######################################################################
00137 /* So things look consistent in everyone's emacs... */
00138 /* Local Variables: */
00139 /* indent-tabs-mode: nil */
00140 /* End: */
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