view util/Rice Wavelet Toolbox/midwt_r.c @ 195:d50f5bdbe14c luisf_dev

- Added SMALL_DL_test: simple DL showcase
- Added dico_decorr_symmetric: improved version of INK-SVD decorrelation step
- Debugged SMALL_learn, SMALLBoxInit and SMALL_two_step_DL

/*
File Name: MIDWT.c
Last Modification Date:	06/14/95	13:01:15
Current Version: MIDWT.c	2.4
File Creation Date: Wed Oct 12 08:44:43 1994
Author: Markus Lang  <[e-mail]>

Copyright (c) 2000 RICE UNIVERSITY. All rights reserved.
Created by Markus Lang, Department of ECE, Rice University. 

This software is distributed and licensed to you on a non-exclusive 
basis, free-of-charge. Redistribution and use in source and binary forms, 
with or without modification, are permitted provided that the following 
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   this list of conditions and the following disclaimer.
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   this list of conditions and the following disclaimer in the 
   documentation and/or other materials provided with the distribution.
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   must display the following acknowledgment: This product includes 
   software developed by Rice University, Houston, Texas and its contributors.
4. Neither the name of the University nor the names of its contributors 
   may be used to endorse or promote products derived from this software 
   without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY WILLIAM MARSH RICE UNIVERSITY, HOUSTON, TEXAS, 
AND CONTRIBUTORS AS IS AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, 
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Change History: Fixed the code such that 1D vectors passed to it can be in
                either passed as a row or column vector. Also took care of 
		the code such that it will compile with both under standard
		C compilers as well as for ANSI C compilers
		Jan Erik Odegard <[e-mail]> Wed Jun 14 1995

		Fix minor bug to allow maximum number of levels

decription of the matlab call:
%y = midwt(x,h,L);
% 
% function computes the inverse discrete wavelet transform y for a 1D or 2D
% input signal x.
%
%    Input:
%	x    : finite length 1D or 2D input signal (implicitely periodized)
%       h    : scaling filter
%       L    : number of levels. in case of a 1D signal length(x) must be
%              divisible by 2^L; in case of a 2D signal the row and the
%              column dimension must be divisible by 2^L.
%
% see also: mdwt, mrdwt, mirdwt

*/

#include <math.h>
#include <stdio.h>
#include <inttypes.h>

#define max(A,B) (A > B ? A : B)
#define mat(a, i, j) (*(a + (m*(j)+i)))  /* macro for matrix indices */


#ifdef __STDC__
MIDWT(double *x, uintptr_t m, uintptr_t n, double *h, uintptr_t lh, uintptr_t L, double *y)
#else
MIDWT(x, m, n, h, lh, L, y)
double *x, *h, *y;
uintptr_t m, n, lh, L;
#endif
{
  double  *g0, *g1, *ydummyl, *ydummyh, *xdummy;
  uintptr_t i, j;
  uintptr_t actual_L, actual_m, actual_n, r_o_a, c_o_a, ir, ic, lhm1, lhhm1, sample_f;
  xdummy = (double *)(uintptr_t)mxCalloc(max(m,n),sizeof(double));
  ydummyl = (double *)(uintptr_t)mxCalloc(max(m,n)+lh/2-1,sizeof(double));
  ydummyh = (double *)(uintptr_t)mxCalloc(max(m,n)+lh/2-1,sizeof(double));
  g0 = (double *)(uintptr_t)mxCalloc(lh,sizeof(double));
  g1 = (double *)(uintptr_t)mxCalloc(lh,sizeof(double));

  if (n==1){
    n = m;
    m = 1;
  }
  /* synthesis lowpass and highpass */
  for (i=0; i<lh; i++){
    g0[i] = h[i];
    g1[i] = h[lh-i-1];
  }
  for (i=1; i<=lh; i+=2)
    g1[i] = -g1[i];
  
  lhm1 = lh - 1;
  lhhm1 = lh/2 - 1;
  /* 2^L */
  sample_f = 1;
  for (i=1; i<L; i++)
    sample_f = sample_f*2;
  
  if (m>1)
    actual_m = m/sample_f;
  else 
    actual_m = 1;
  actual_n = n/sample_f;

  for (i=0; i<(m*n); i++)
    x[i] = y[i];
  
  /* main loop */
  for (actual_L=L; actual_L >= 1; actual_L--){
    r_o_a = actual_m/2;
    c_o_a = actual_n/2;
    
    /* go by columns in case of a 2D signal*/
    if (m>1){
      for (ic=0; ic<actual_n; ic++){            /* loop over column */
	/* store in dummy variables */
	ir = r_o_a;
	for (i=0; i<r_o_a; i++){    
	  ydummyl[i+lhhm1] = mat(x, i, ic);  
	  ydummyh[i+lhhm1] = mat(x, ir++, ic);  
	}
	/* perform filtering lowpass and highpass*/
	bpsconv(xdummy, r_o_a, g0, g1, lhm1, lhhm1, ydummyl, ydummyh); 
	/* restore dummy variables in matrix */
	for (i=0; i<actual_m; i++)
	  mat(x, i, ic) = xdummy[i];  
      }
    }
    /* go by rows */
    for (ir=0; ir<actual_m; ir++){            /* loop over rows */
      /* store in dummy variable */
      ic = c_o_a;
      for  (i=0; i<c_o_a; i++){    
	ydummyl[i+lhhm1] = mat(x, ir, i);  
	ydummyh[i+lhhm1] = mat(x, ir, ic++);  
      } 
      /* perform filtering lowpass and highpass*/
      bpsconv(xdummy, c_o_a, g0, g1, lhm1, lhhm1, ydummyl, ydummyh); 
      /* restore dummy variables in matrices */
      for (i=0; i<actual_n; i++)
        mat(x, ir, i) = xdummy[i];  
    }  
    if (m==1)
      actual_m = 1;
    else
      actual_m = actual_m*2;
    actual_n = actual_n*2;
  }
}

#ifdef __STDC__
bpsconv(double *x_out, uintptr_t lx, double *g0, double *g1, uintptr_t lhm1, 
	uintptr_t lhhm1, double *x_inl, double *x_inh)
#else
bpsconv(x_out, lx, g0, g1, lhm1, lhhm1, x_inl, x_inh)
double *x_inl, *x_inh, *g0, *g1, *x_out;
uintptr_t lx, lhm1, lhhm1;
#endif
{
  uintptr_t i, j, ind, tj;
  double x0, x1;

  for (i=lhhm1-1; i > -1; i--){
    x_inl[i] = x_inl[lx+i];
    x_inh[i] = x_inh[lx+i];
  }
  ind = 0;
  for (i=0; i<(lx); i++){
    x0 = 0;
    x1 = 0;
    tj = -2;
    for (j=0; j<=lhhm1; j++){
      tj+=2;
      x0 = x0 + x_inl[i+j]*g0[lhm1-1-tj] + x_inh[i+j]*g1[lhm1-1-tj] ;
      x1 = x1 + x_inl[i+j]*g0[lhm1-tj] + x_inh[i+j]*g1[lhm1-tj] ;
    }
    x_out[ind++] = x0;
    x_out[ind++] = x1;
  }
}