/* @(#)transform.c	19.1 (ES0-DMD) 02/25/03 13:34:40 */
/*===========================================================================
 Copyright (C) 1995 European Southern Observatory (ESO)
 
 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/>.
 
 Corresponding concerning ESO-MIDAS should be addressed as follows:
 Internet e-mail: midas@eso.org
 Postal address: European Southern Observatory
 Data Management Division
 Karl-Schwarzschild-Strasse 2
 D 85748 Garching bei Muenchen
 GERMANY
 ===========================================================================*/

/******************************************************************************
 **              Copyright (C) 1993 by European Southern Observatory
 *******************************************************************************
 **
 **    UNIT
 **
 **    Version: 19.1
 **
 **    Author: Jean-Luc Starck
 **
 **    Date:  03/02/25
 **
 **    File:  transform.c
 **
 *******************************************************************************
 **
 **    DESCRIPTION  This module contains wavelet transform routines
 **    -----------
 ******************************************************************************
 **
 ** wavelet_transform_file (File_Name_Imag, File_Name_Transform,
 **                         Type_Transform, Fc, Nbr_Plan)
 ** char *File_Name_Imag, *File_Name_Transform;
 ** int Type_Transform;
 ** float Fc;
 ** int Nbr_Plan;
 **
 ** Computes the wavelet transform of the image with a file name File_Name_Imag
 ** and write the result in the file File_Name_Transform
 **
 ** File_Name_Imag = File name of the imput image
 ** File_Name_Transform = File name of the output wavelet transform
 ** Type_Transform = wavelet transform algorithm number
 ** Fc = cut-off frequency if the algorithm use the FFT
 ** Nbr_Plan = number of scales
 **
 ******************************************************************************
 **
 ** wavelet_transform_data (Imag, Nl, Nc, Wavelet, Type_Transform, Fc, Nbr_Plan)
 ** float *Imag;
 ** int Nl, Nc;
 ** wave_transf_des *Wavelet;
 ** int Type_Transform;
 ** float Fc;
 ** int Nbr_Plan;
 **
 ** Computes the wavelet transform of the image Imag
 ** and write the result in the structure Wavelet
 **
 ** Imag = INPUT:image
 ** Wavelet = OUTPUT:wavelet
 ** Nl,Nc = INPUT: number of lines and columns
 ** Type_Transform = INPUT:wavelet transform algorithm number
 **           Which_Algorithm = 1...7
 **           1 ==> a trous algorithm with a linear scaling function
 **                 the wavelet function is the difference betwwen two resolutions
 **           2 ==> a trous algorithm with a B3-spline scaling function
 **                 the wavelet function is the difference betwwen two resolutions
 **           3 ==> algorithm using the Fourier transform:
 **                 without any reduction of the samples between two scales
 **                 the Fourier transform of the scaling function is a b3-spline
 **                 the wavelet function is the difference between two resolutions
 **           4 ==> pyramidal algorithm in the direct space, with a linear
 **                 scaling function
 **           5 ==> pyramidal algorithm in the direct space, with a b3-spline
 **                 scaling function
 **           6 ==> algorithm using the Fourier transform:
 **                 with a reduction of the samples between two scales
 **                 the Fourier transform of the scaling function is a b3-spline
 **                 the wavelet function is the difference between two resolutions
 **           7 ==> algorithm using the Fourier transform:
 **                 with a reduction of the samples between two scales
 **                 the Fourier transform of the scaling function is a b3-spline
 **                 the wavelet function is the difference between the square of
 **                 two resolutions
 **           8 ==> Mallat's Algorithm with biorthogonal filters.
 ** Fc = INPUT:cut-off frequency if the algorithm use the FFT
 ** Nbr_Plan = INPUT:number of scales
 **
 ******************************************************************************/

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

#include "core/siril.h"
#include "core/siril_log.h"
#include "gui/utils.h"
#include "gui/progress_and_log.h"
#include "algos/Def_Math.h"
#include "algos/Def_Mem.h"
#include "algos/Def_Wavelet.h"

int prepare_rawdata(float *Imag, int Nl, int Nc, WORD *buf) {
	float *im = Imag;
	int i;

#ifdef _OPENMP
#pragma omp parallel for num_threads(com.max_thread) private(i) schedule(static)
#endif
	for (i = 0; i < (Nl) * (Nc); ++i) {
		im[i] = (float) buf[i];
	}
	return 0;
}

/****************************************************************************/

float *f_vector_alloc(Nbr_Elem)
	/* allocates a vector of float */
	int Nbr_Elem; {
	float *Vector;

	Vector = (float*) calloc(Nbr_Elem, sizeof(float));
	if (Vector == NULL) {
		PRINT_ALLOC_ERR;
	}
	return (Vector);
}

/*****************************************************************************/

int wavelet_transform_file(float *Imag, int Nl, int Nc,
		char *File_Name_Transform, int Type_Transform, int Nbr_Plan, WORD *data) {
	wave_transf_des Wavelet;
	memset(&Wavelet, 0, sizeof(wave_transf_des));

	/* read the input image */
	prepare_rawdata(Imag, Nl, Nc, data);
	snprintf(Wavelet.Name_Imag, MAX_SIZE_NAME_IMAG - 1, "%s",
			File_Name_Transform);
	Wavelet.Name_Imag[MAX_SIZE_NAME_IMAG - 1] = '\0';

	if (wavelet_transform_data(Imag, Nl, Nc, &Wavelet, Type_Transform,
			Nbr_Plan)) {
		return 1;
	}
	if (wave_io_write(File_Name_Transform, &Wavelet)) {
		return 1;
	}

	wave_io_free(&Wavelet);
	return 0;
}

int wavelet_transform_file_float(float *Imag, int Nl, int Nc,
		char *File_Name_Transform, int Type_Transform, int Nbr_Plan) {
	wave_transf_des Wavelet;
	memset(&Wavelet, 0, sizeof(wave_transf_des));

	/* read the input image */
	snprintf(Wavelet.Name_Imag, MAX_SIZE_NAME_IMAG - 1, "%s",
			File_Name_Transform);
	Wavelet.Name_Imag[MAX_SIZE_NAME_IMAG - 1] = '\0';

	if (wavelet_transform_data(Imag, Nl, Nc, &Wavelet, Type_Transform,
			Nbr_Plan)) {
		return 1;
	}
	if (wave_io_write(File_Name_Transform, &Wavelet)) {
		return 1;
	}

	wave_io_free(&Wavelet);
	return 0;
}

/*****************************************************************************/

// alternative to wavelet_transform_file that does not use a file
// call wave_io_free() on the returned Wavelet if retval is 0
int wavelet_transform(float *Imag, int Nl, int Nc,
		wave_transf_des *Wavelet, int Type_Transform, int Nbr_Plan, WORD *data) {

	memset(Wavelet, 0, sizeof(wave_transf_des));

	/* read the input image */
	prepare_rawdata(Imag, Nl, Nc, data);

	if (wavelet_transform_data(Imag, Nl, Nc, Wavelet, Type_Transform,
				Nbr_Plan)) {
		wave_io_free(Wavelet);
		return 1;
	}

	return 0;
}

int wavelet_transform_float(float *Imag, int Nl, int Nc,
		wave_transf_des *Wavelet, int Type_Transform, int Nbr_Plan) {

	memset(Wavelet, 0, sizeof(wave_transf_des));

	if (wavelet_transform_data(Imag, Nl, Nc, Wavelet, Type_Transform,
				Nbr_Plan)) {
		wave_io_free(Wavelet);
		return 1;
	}
	return 0;
}
/*****************************************************************************/


int wavelet_transform_data(float *Imag, int Nl, int Nc,
		wave_transf_des *Wavelet, int Type_Transform, int Nbr_Plan) {
	float *Pave;
	double Exp;
	int Size, Min, temp;

	Wavelet->Nbr_Ligne = Nl;
	Wavelet->Nbr_Col = Nc;
	Wavelet->Nbr_Plan = Nbr_Plan;
	Wavelet->Type_Wave_Transform = Type_Transform;

	/* test if the number of planes is not too high */
	Min = (Nl < Nc) ? Nl : Nc;
	Exp = (double) Nbr_Plan + 2.;
	temp = pow(2., Exp) + 0.5;
	if (Min < temp) {
		siril_log_message(_("wavelet_transform_data: bad plane number\n"));
		return 1;
	}

	switch (Type_Transform) {
	case TO_PAVE_LINEAR:
	case TO_PAVE_BSPLINE:
		Size = Nl * Nc * Nbr_Plan;
		Wavelet->Pave.Data = f_vector_alloc(Size);
		if (Wavelet->Pave.Data == NULL) {
			PRINT_ALLOC_ERR;
			return 1;
		}
		Pave = Wavelet->Pave.Data;
		pave_2d_tfo(Imag, Pave, Nl, Nc, Nbr_Plan, Type_Transform);
		break;
	default:
		printf("wavelet_transform_data: wrong transform type\n");
		return 1;
	}
	return 0;
}

/*****************************************************************************/

