CornerNavigation.H

00001 /*!@file Robots2/Beobot2/Navigation/GistSal_Navigation/CornerNavigation.H Ice Module to Log data    */
00002 // //////////////////////////////////////////////////////////////////// //
00003 // The iLab Neuromorphic Vision C++ Toolkit - Copyright (C) 2001 by the //
00004 // University of Southern California (USC) and the iLab at USC.         //
00005 // See http://iLab.usc.edu for information about this project.          //
00006 // //////////////////////////////////////////////////////////////////// //
00007 // Major portions of the iLab Neuromorphic Vision Toolkit are protected //
00008 // under the U.S. patent ``Computation of Intrinsic Perceptual Saliency //
00009 // in Visual Environments, and Applications'' by Christof Koch and      //
00010 // Laurent Itti, California Institute of Technology, 2001 (patent       //
00011 // pending; application number 09/912,225 filed July 23, 2001; see      //
00012 // http://pair.uspto.gov/cgi-bin/final/home.pl for current status).     //
00013 // //////////////////////////////////////////////////////////////////// //
00014 // This file is part of the iLab Neuromorphic Vision C++ Toolkit.       //
00015 //                                                                      //
00016 // The iLab Neuromorphic Vision C++ Toolkit is free software; you can   //
00017 // redistribute it and/or modify it under the terms of the GNU General  //
00018 // Public License as published by the Free Software Foundation; either  //
00019 // version 2 of the License, or (at your option) any later version.     //
00020 //                                                                      //
00021 // The iLab Neuromorphic Vision C++ Toolkit is distributed in the hope  //
00022 // that it will be useful, but WITHOUT ANY WARRANTY; without even the   //
00023 // implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR      //
00024 // PURPOSE.  See the GNU General Public License for more details.       //
00025 //                                                                      //
00026 // You should have received a copy of the GNU General Public License    //
00027 // along with the iLab Neuromorphic Vision C++ Toolkit; if not, write   //
00028 // to the Free Software Foundation, Inc., 59 Temple Place, Suite 330,   //
00029 // Boston, MA 02111-1307 USA.                                           //
00030 // //////////////////////////////////////////////////////////////////// //
00031 //
00032 // Primary maintainer for this file: Christian Siagian <siagian@usc.edu>
00033 // $HeadURL: svn://ilab.usc.edu/trunk/saliency/src/Robots/Beobot2/Navigation/GistSal_Navigation/CornerNavigation.H
00034 // $Id: CornerNavigation.H 12962 2010-03-06 02:13:53Z irock $
00035 //
00036 
00037 #include "Component/ModelComponent.H"
00038 #include "Component/ModelParam.H"
00039 
00040 #include "Robots/RobotBrain/RobotBrainComponent.H"
00041 #include "Util/Timer.H"
00042 
00043 #include "Ice/RobotBrainObjects.ice.H"
00044 #include "Ice/RobotSimEvents.ice.H"
00045 #include <IceUtil/Thread.h>
00046 
00047 #include "Robots/Beobot2/BeoCommon.H"
00048 
00049 #include "Media/FrameSeries.H"
00050 
00051 #include "Image/Image.H"
00052 #include "Image/Point3D.H"
00053 #include "GUI/SimpleMeter.H"
00054 
00055 #include "Neuro/GistEstimatorFFT.H"
00056 #include "Gist/FFN.H"
00057 
00058 #include <vector>
00059 #include "SIFT/Keypoint.H"
00060 #include "SIFT/VisualObject.H"
00061 #include "SIFT/VisualObjectDB.H"
00062 #include "SIFT/VisualObjectMatch.H"
00063 #include "Transport/FrameInfo.H"
00064 
00065 #ifndef CORNER_NAVIGATIONI_H
00066 #define CORNER_NAVIGATIONI_H
00067 
00068 typedef struct _RegionInformation
00069 {
00070   uint start;
00071   uint end;
00072 
00073   float minDistance;
00074   uint minIndex;
00075 }
00076 RegionInformation;
00077 
00078 typedef struct cornerDB
00079 {
00080         std::string path;//Full path such as "../data/corner/HNB/2010_12_34/image00000"
00081         int start;
00082         int end;
00083         char type;
00084   rutz::shared_ptr<VisualObjectDB> vdb;
00085 
00086 }cornerDB;
00087 class CornerNavigation : public RobotBrainComponent
00088 {
00089 public:
00090 
00091   CornerNavigation(OptionManager& mgr,
00092                 const std::string& descrName = "CornerNavigation",
00093                 const std::string& tagName = "CornerNavigation");
00094 
00095   ~CornerNavigation();
00096 
00097   virtual void evolve();
00098 
00099   //! Get a message
00100   virtual void updateMessage
00101   (const RobotSimEvents::EventMessagePtr& eMsg,
00102    const Ice::Current&);
00103 
00104   virtual void registerTopics();
00105 
00106   void start1();
00107 
00108 private:
00109   Beobot2::MotorCommand computeCornerNavigation();
00110 
00111   void navigation();
00112   void loadFrame();
00113   bool computeSIFT();//return true when match is valid
00114   double computeDirection();//return error rate of direction
00115   double computeDirection2(int teachID);//return error rate of direction
00116   void recovery();
00117   int computeEntropy();
00118   void updateKeyframe(double error);
00119 
00120   void updateMotorPID(double tran, double rot,double error);
00121   void updateMotor(double tran,double rot, int status);
00122 
00123   void openDB(const std::string& path);
00124         void loadDB(cornerDB db);
00125   void saveDB(int start,int end,const std::string& path);
00126   void drawState();
00127 
00128   void initFFN();
00129   void updatePosition(double turn);
00130   Image<PixRGB<byte> > drawInfoImg();
00131 
00132   Image<PixRGB<byte> > itsCurrImg;
00133   Image<PixRGB<byte> > itsProcImg;
00134   Image<float> itsNormalizedProcImg;
00135 
00136   Image<double> itsFftFeatures;
00137 
00138   IceUtil::Mutex its_Curr_Img_mutex;        //!< locking log filename
00139   IceUtil::Mutex its_Curr_Mtr_mutex;        //!< locking motor command
00140   IceUtil::Mutex its_Corner_Loc_mutex;      //!< locking corner location
00141 
00142   nub::soft_ref<GistEstimatorFFT> itsFftComputer;
00143 
00144   nub::soft_ref<OutputFrameSeries> itsOfs;
00145 
00146   //! Overall Display Image
00147   Image<PixRGB<byte> > itsDispImg;
00148 
00149   //! Location Map which maintain the track of data
00150   Image<PixRGB<byte> > itsMapImg;
00151 
00152   //! Teach and Replay Images for Display
00153   Image<PixRGB<byte> > itsTeachImg;
00154   Image<PixRGB<byte> > itsReplayImg;
00155 
00156   //! Two objects for SIFT key points
00157   rutz::shared_ptr<VisualObject> itsTeachVo;
00158   rutz::shared_ptr<VisualObject> itsReplayVo;
00159 
00160   //! list of match point from two objects
00161   rutz::shared_ptr<VisualObjectMatch> itsMatchList;
00162 
00163   //! list of objects as evidence of its exitance
00164 
00165         //! The current index of the database is using
00166         int itsDBnum;
00167         //! The current index of the replay database
00168         int itsReplayDBnum;
00169 
00170         std::vector<cornerDB> itsVisualObjectDBs;
00171   rutz::shared_ptr<FeedForwardNetwork> itsFfn;
00172   Image<double> itsPcaIcaVector;
00173   Image<double> itsFfnResults;
00174 
00175   Timer itsTimer;
00176   int itsCurrImgID;
00177   int itsPrevProcImgID;
00178   int itsTeachImgID;
00179   int itsReplayImgID;
00180   double itsRcTransSpeed;
00181   double itsRcRotSpeed;
00182   double itsTransSpeed;
00183   double itsRotSpeed;
00184   int itsRemoteMode;
00185 
00186   bool itsTrainMode;
00187   Image<double> itsNNrotCommand;
00188   Image<double> itsRCrotCommand;
00189 
00190   double itsDirVector;         // the angle of current turning
00191   int itsDir;                  // current direction
00192   double itsMilestoneErr;      // current error
00193   double itsFalseErrRate;      // mean error / std error
00194   int itsDirCount;             // current direction count since last turning
00195   Point3D<double>itsPosition;
00196   Point3D<double>itsError;
00197   OModelParam<bool>        itsRealCamera;
00198   bool itsEstop;
00199 
00200   double itsIState;
00201   double itsDState;
00202 
00203   double itsPGain;
00204   double itsIGain;
00205   double itsDGain;
00206 
00207   int itsCornerLocation;
00208   int itsStatus;
00209 };
00210 #endif
00211 
00212 // ######################################################################
00213 /* So things look consistent in everyone's emacs... */
00214 /* Local Variables: */
00215 /* indent-tabs-mode: nil */
00216 /* End: */
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