NICE_VisLearning/mrf/mrfmin/TRW-S.h

#ifndef __TRWS_H__
#define __TRWS_H__

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <assert.h>
#include "mrf.h"

#undef REAL

namespace OBJREC {

class TRWS : public MRF {
  public:
    typedef double REAL;

    TRWS(int width, int height, int nLabels, EnergyFunction *eng);
    TRWS(int nPixels, int nLabels, EnergyFunction *eng);
    ~TRWS();
    void setNeighbors(int /*pix1*/, int /*pix2*/, CostVal /*weight*/) {
      printf("Not implemented");
      exit(1);
    }
    Label getLabel(int pixel) {
      return(m_answer[pixel]);
    };
    void setLabel(int pixel, Label label) {
      m_answer[pixel] = label;
    };
    Label* getAnswerPtr() {
      return(m_answer);
    };
    void clearAnswer();
    void setParameters(int /*numParam*/, void * /*param*/) {
      printf("No optional parameters to set");
      exit(1);
    }
    EnergyVal smoothnessEnergy();
    EnergyVal dataEnergy();
    double lowerBound() {
      return (double)m_lowerBound;
    }

    // For general smoothness functions, this code tries to cache all function values in an array
    // for efficiency.  To prevent this, call the following function before calling initialize():
    void dontCacheSmoothnessCosts() {
      m_allocateArrayForSmoothnessCostFn = false;
    }

  protected:
    void setData(DataCostFn dcost);
    void setData(CostVal* data);
    void setSmoothness(SmoothCostGeneralFn cost);
    void setSmoothness(CostVal* V);
    void setSmoothness(int smoothExp, CostVal smoothMax, CostVal lambda);
    void setCues(CostVal* hCue, CostVal* vCue);
    void Allocate();
    void initializeAlg();
    void optimizeAlg(int nIterations);

  private:

    enum
    {
      NONE,
      L1,
      L2,
      FIXED_MATRIX,
      GENERAL,
      BINARY,
    } m_type;

    CostVal m_smoothMax; // used only if
    CostVal m_lambda;    // m_type == L1 or m_type == L2

    Label *m_answer;
    CostVal *m_V; // points to array of size nLabels^2 (if type==FIXED_MATRIX) or of size nEdges*nLabels^2 (if type==GENERAL)
    CostVal *m_D;
    CostVal *m_DBinary; // valid if type == BINARY
    CostVal *m_horzWeights;
    CostVal *m_vertWeights;
    CostVal *m_horzWeightsBinary;
    CostVal *m_vertWeightsBinary;
    DataCostFn m_dataFn;
    SmoothCostGeneralFn m_smoothFn;
    bool m_needToFreeV;
    bool m_needToFreeD;

    REAL* m_messages; // size of one message: N = 1 if m_type == BINARY, N = K otherwise
    // message between edges (x,y)-(x+1,y): m_messages+(2*x+2*y*m_width)*N
    // message between edges (x,y)-(x,y+1): m_messages+(2*x+2*y*m_width+1)*N

    int   m_messageArraySizeInBytes;

    REAL m_lowerBound;

    void optimize_GRID_L1(int nIterations);
    void optimize_GRID_L2(int nIterations);
    void optimize_GRID_FIXED_MATRIX(int nIterations);
    void optimize_GRID_GENERAL(int nIterations);
    void optimize_GRID_BINARY(int nIterations);
};

}

#endif /*  __TRWS_H__ */