GaborJet.cpp

Go to the documentation of this file.

/* Import from Gabor API

Copyright (c) 2002-3 Adriaan Tijsseling


                             All Rights Reserved

    This program is free software; you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation; either version 2 of the License, or
    (at your option) any later version.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU General Public License for more details.

    You should have received a copy of the GNU General Public License
    along with this program. If not, see <http://www.gnu.org/licenses/>.
*/

/*
        Description:    Implementation for GaborJet class
        Author:                 Adriaan Tijsseling (AGT)
        Copyright:              (c) Copyright 2002-3 Adriaan Tijsseling. All rights reserved.
*/

#include "GaborJet.h"
#include "CelesteGlobals.h"

#ifndef M_PI
#define M_PI 3.1415926535897932384626433832795
#endif

using namespace std; 

namespace celeste
{
// default constructor just sets everything to default
GaborJet::GaborJet()
{
        mHeight         = 512;
        mWidth          = 512;
        mX                      = 128;
        mY                      = 128;
        mShowFilter = false;
        mFilters        = NULL;
        mFiducials      = NULL;
}

// destructor: free up memory
GaborJet::~GaborJet()
{
        if ( mFilters != NULL )
        {
                for ( int i = 0; i < mAngles; i++ ) delete[] mFilters[i];
                delete[] mFilters;
        }
        if ( mFiducials != NULL ) delete[] mFiducials;  
}


// set up the filter
void GaborJet::Initialize( int y, int x, int x0, int y0, int r, 
                                                   float s, int f, float maxF, float minF, int a, bool save )
{
        int             i, j;
        float   angle, freq;
        
// set internal variables
        mHeight         = y;
        mWidth          = x;
        mX                      = x0;
        mY                      = y0;
        mSigma          = (float)(s * M_PI * M_PI);
        mAngles         = a;
        mFreqs          = f;
        mRadius         = r;
        mMinFreq        = minF;
        mMaxFreq        = maxF;
        mShowFilter = save;
        mFiducials = new float[mAngles * mFreqs];
        
// allocate memory for filters (angles * freqs = total filters)
        mFilters = new GaborFilter * [mAngles];
        for ( i = 0; i < mAngles; i++ )
        {
        // calculate angle
                angle = (float)((float)i * M_PI / (float)mAngles);
                
        // allocate filters for this angle
                mFilters[i] = new GaborFilter[mFreqs];  
                
        // initialize each one  
                for ( j = 0; j < mFreqs; j++ )
                {
                // calculate frequency
                        freq = minF + ( j * ( maxF - minF ) ) / (float)mFreqs;
                        
                // initialize filter
                        mFilters[i][j].Initialize( mRadius, angle, freq, mSigma );
                        if ( mShowFilter ) mFilters[i][j].Save( mFile, i, j );
                }
        }       
}


// process an image
void GaborJet::Filter( float** image, int* len )
{       
        int                     x, y;           // iterating over location
        int                     gx, gy;         // iterating over filters
        int                     a, f;           // iterating over angles and frequencies
        int                     h, i, j;        // iterating over filter field
        float           sumI, sumR;     // sum of imaginary and of real parts
        
        if ( kVerbosity ) cerr << "convoluting..." << endl;

// convolve at center of filter location
        // collect responses over angles and frequencies
        h = 0;
        for ( a = 0; a < mAngles; a++ )
        {
                for ( f = 0; f < mFreqs; f++ )
                {
                        sumR = 0.0;
                        sumI = 0.0;

                // start from bottom-left corner of filter location
                        y = mY - mRadius;
                        for ( gy = y; gy < y + 2 * mRadius; gy++ )
                        {
                        // make sure we are not out of bounds
                                if ( gy < 0 || gy >= mHeight ) break;
                                
                        // offset to local coordinates of filter
                                i = gy - y;
                                
                                x = mX - mRadius;
                                for ( gx = x; gx < x + 2 * mRadius; gx++ )
                                {
                                // make sure we are not out of bounds
                                        if ( gx < 0 || gx >= mWidth ) break;

                                // offset to local coordinates of filter
                                        j = gx - x;

                                        sumR += image[gy][gx] * mFilters[a][f].GetReal(i,j);
                                        sumI += image[gy][gx] * mFilters[a][f].GetImaginary(i,j);
                                }
                        }
                        mFiducials[h] = sqrt( sumR*sumR + sumI*sumI );
                        h++;
                } // f
        } // a

        *len = mAngles * mFreqs;
}

}; // namespace

---