////////////////////////////////////////////////////////////////
//
//		Fast demosaicing algorythm
//
//		copyright (c) 2008-2010  Emil Martinec <ejmartin@uchicago.edu>
//
//
// code dated: August 26, 2010
//
//	fast_demo.cc 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 3 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/>.
//
////////////////////////////////////////////////////////////////

#include <cmath>
#include "rawimagesource.h"
#include "../rtgui/multilangmgr.h"
#include "procparams.h"
#include "opthelper.h"

using namespace std;
using namespace rtengine;

#define TS 224 
//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

/*
LUTf RawImageSource::initInvGrad()
{
    LUTf invGrad (0x10000);

	//set up directional weight function
	for (int i=0; i<0x10000; i++)
		invGrad[i] = 1.0/SQR(1.0+i);

    return invGrad;
}
*/
#define INVGRAD(i) (16.0f/SQR(4.0f+i))
#ifdef __SSE2__
#define INVGRADV(i) (c16v*_mm_rcp_ps(SQRV(fourv+i)))
#endif
//LUTf RawImageSource::invGrad = RawImageSource::initInvGrad();

SSEFUNCTION void RawImageSource::fast_demosaic(int winx, int winy, int winw, int winh) {

  double progress = 0.0;
  const bool plistenerActive = plistener;

	//int winx=0, winy=0;
	//int winw=W, winh=H;
	
	if (plistener) {
		plistener->setProgressStr (Glib::ustring::compose(M("TP_RAW_DMETHOD_PROGRESSBAR"), RAWParams::BayerSensor::methodstring[RAWParams::BayerSensor::fast]));
		plistener->setProgress (progress);
	}
	

    const int bord=5;
		
	float clip_pt = 4*65535*initialGain;
	
	//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
#ifdef _OPENMP
#pragma omp parallel
#endif
	{
		
	char (*buffer);
	float (*greentile);
	float (*redtile);
	float (*bluetile);
#define CLF 1
	// assign working space
	buffer = (char *) calloc(3*sizeof(float)*TS*TS + 3*CLF*64 + 63,1);
	char 	*data;
	data = (char*)( ( uintptr_t(buffer) + uintptr_t(63)) / 64 * 64);

	greentile = (float (*))			data; //pointers to array
	redtile	  = (float (*))			((char*)greentile + sizeof(float)*TS*TS + CLF*64);
	bluetile  = (float (*))			((char*)redtile + sizeof(float)*TS*TS + CLF*64);

#ifdef _OPENMP
#pragma omp sections
#endif
{
#ifdef _OPENMP
#pragma omp section
#endif
{

	//first, interpolate borders using bilinear
	for (int i=0; i<H; i++) {

        float sum[6];
		int imin = max(0,i-1);
		int imax = min(i+2,H);
		for (int j=0; j<bord; j++) {//first few columns
			for (int c=0; c<6; c++) sum[c]=0;
			int jmin = max(0,j-1);
			for (int i1=imin; i1<imax; i1++)
				for (int j1=jmin; j1<j+2; j1++) {
					int c = FC(i1,j1);
					sum[c] += rawData[i1][j1];
					sum[c+3]++;
				}
			int c=FC(i,j);
			if (c==1) {
				red[i][j]=sum[0]/sum[3];
				green[i][j]=rawData[i][j];
				blue[i][j]=sum[2]/sum[5];
			} else {
				green[i][j]=sum[1]/sum[4];
				if (c==0) {
					red[i][j]=rawData[i][j];
					blue[i][j]=sum[2]/sum[5];
				} else {
					red[i][j]=sum[0]/sum[3];
					blue[i][j]=rawData[i][j];
				}
			}
		}//j
		
		for (int j=W-bord; j<W; j++) {//last few columns
			for (int c=0; c<6; c++) sum[c]=0;
			int jmax = min(j+2,W);
			for (int i1=imin; i1<imax; i1++)
				for (int j1=j-1; j1<jmax; j1++) {
					int c = FC(i1,j1);
					sum[c] += rawData[i1][j1];
					sum[c+3]++;
				}
			int c=FC(i,j);
			if (c==1) {
				red[i][j]=sum[0]/sum[3];
				green[i][j]=rawData[i][j];
				blue[i][j]=sum[2]/sum[5];
			} else {
				green[i][j]=sum[1]/sum[4];
				if (c==0) {
					red[i][j]=rawData[i][j];
					blue[i][j]=sum[2]/sum[5];
				} else {
					red[i][j]=sum[0]/sum[3];
					blue[i][j]=rawData[i][j];
				}
			}
		}//j
	}//i

}
	//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
#ifdef _OPENMP
#pragma omp section
#endif
{

	for (int j=bord; j<W-bord; j++) {
        float sum[6];

		for (int i=0; i<bord; i++) {//first few rows
			for (int c=0; c<6; c++) sum[c]=0;
			for (int i1=max(0,i-1); i1<i+2; i1++)
				for (int j1=j-1; j1<j+2; j1++) {
					int c = FC(i1,j1);
					sum[c] += rawData[i1][j1];
					sum[c+3]++;
				}
			int c=FC(i,j);
			if (c==1) {
				red[i][j]=sum[0]/sum[3];
				green[i][j]=rawData[i][j];
				blue[i][j]=sum[2]/sum[5];
			} else {
				green[i][j]=sum[1]/sum[4];
				if (c==0) {
					red[i][j]=rawData[i][j];
					blue[i][j]=sum[2]/sum[5];
				} else {
					red[i][j]=sum[0]/sum[3];
					blue[i][j]=rawData[i][j];
				}
			}
		}//i
		
		for (int i=H-bord; i<H; i++) {//last few rows
			for (int c=0; c<6; c++) sum[c]=0;
			for (int i1=i-1; i1<min(i+2,H); i1++)
				for (int j1=j-1; j1<j+2; j1++) {
					int c = FC(i1,j1);
					sum[c] += rawData[i1][j1];
					sum[c+3]++;
				}
			int c=FC(i,j);
			if (c==1) {
				red[i][j]=sum[0]/sum[3];
				green[i][j]=rawData[i][j];
				blue[i][j]=sum[2]/sum[5];
			} else {
				green[i][j]=sum[1]/sum[4];
				if (c==0) {
					red[i][j]=rawData[i][j];
					blue[i][j]=sum[2]/sum[5];
				} else {
					red[i][j]=sum[0]/sum[3];
					blue[i][j]=rawData[i][j];
				}
			}
		}//i
	}//j

}
}
#ifdef _OPENMP
#pragma omp single
#endif
{
	if(plistenerActive) {
		progress += 0.1;
		plistener->setProgress(progress);
	} 
}
	//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	int progressCounter = 0;
	const double progressInc = 16.0*(1.0-progress)/((H*W)/((TS-4)*(TS-4)));

#ifdef _OPENMP
#pragma omp for nowait
#endif
	for (int top=bord-2; top < H-bord+2; top += TS-(4))
		for (int left=bord-2; left < W-bord+2; left += TS-(4)) {
			int bottom = min(top+TS, H-bord+2);
			int right  = min(left+TS, W-bord+2);

#ifdef __SSE2__
		int j,cc;
		__m128 wtuv, wtdv, wtlv, wtrv;
		__m128 greenv,tempv,absv,abs2v;
		__m128 onev = _mm_set1_ps( 1.0f );
		__m128 c16v = _mm_set1_ps( 16.0f );
		__m128 fourv = _mm_set1_ps( 4.0f );
		vmask selmask;
		vmask andmask = _mm_set_epi32( 0xffffffff, 0xffffffff, 0xffffffff, 0xffffffff );
		if(FC(top,left) == 1)
			selmask = _mm_set_epi32( 0, 0xffffffff, 0, 0xffffffff );
		else
			selmask = _mm_set_epi32( 0xffffffff, 0, 0xffffffff, 0 );
#endif
		// interpolate G using gradient weights
		for (int i=top,rr=0; i< bottom; i++,rr++) {
			float	wtu, wtd, wtl, wtr;
#ifdef __SSE2__
			selmask = (vmask)_mm_andnot_ps( (__m128)selmask, (__m128)andmask);

			for (j=left,cc=0; j < right-3; j+=4,cc+=4) {
				tempv = LVFU(rawData[i][j]);
				absv = vabsf(LVFU(rawData[i-1][j])-LVFU(rawData[i+1][j]));
				wtuv = INVGRADV(absv+vabsf(tempv-LVFU(rawData[i-2][j]))+vabsf(LVFU(rawData[i-1][j])-LVFU(rawData[i-3][j])));
				wtdv = INVGRADV(absv+vabsf(tempv-LVFU(rawData[i+2][j]))+vabsf(LVFU(rawData[i+1][j])-LVFU(rawData[i+3][j])));
				abs2v = vabsf(LVFU(rawData[i][j-1])-LVFU(rawData[i][j+1]));
				wtlv = INVGRADV(abs2v+vabsf(tempv-LVFU(rawData[i][j-2]))+vabsf(LVFU(rawData[i][j-1])-LVFU(rawData[i][j-3])));
				wtrv = INVGRADV(abs2v+vabsf(tempv-LVFU(rawData[i][j+2]))+vabsf(LVFU(rawData[i][j+1])-LVFU(rawData[i][j+3])));
				greenv = (wtuv*LVFU(rawData[i-1][j])+wtdv*LVFU(rawData[i+1][j])+wtlv*LVFU(rawData[i][j-1])+wtrv*LVFU(rawData[i][j+1])) / (wtuv+wtdv+wtlv+wtrv);
				_mm_store_ps(&greentile[rr*TS+cc],vself(selmask, greenv, tempv));
				_mm_store_ps(&redtile[rr*TS+cc],tempv);
				_mm_store_ps(&bluetile[rr*TS+cc],tempv);
			}
			for (; j < right; j++,cc++) {
				
				if (FC(i,j)==1) {
					greentile[rr*TS+cc] = rawData[i][j];
					
				} else { 
					//compute directional weights using image gradients
					wtu=INVGRAD((abs(rawData[i+1][j]-rawData[i-1][j])+abs(rawData[i][j]-rawData[i-2][j])+abs(rawData[i-1][j]-rawData[i-3][j])));
					wtd=INVGRAD((abs(rawData[i-1][j]-rawData[i+1][j])+abs(rawData[i][j]-rawData[i+2][j])+abs(rawData[i+1][j]-rawData[i+3][j])));
					wtl=INVGRAD((abs(rawData[i][j+1]-rawData[i][j-1])+abs(rawData[i][j]-rawData[i][j-2])+abs(rawData[i][j-1]-rawData[i][j-3])));
					wtr=INVGRAD((abs(rawData[i][j-1]-rawData[i][j+1])+abs(rawData[i][j]-rawData[i][j+2])+abs(rawData[i][j+1]-rawData[i][j+3])));

					//store in rgb array the interpolated G value at R/B grid points using directional weighted average
					greentile[rr*TS+cc]=(wtu*rawData[i-1][j]+wtd*rawData[i+1][j]+wtl*rawData[i][j-1]+wtr*rawData[i][j+1]) / (wtu+wtd+wtl+wtr);
				}
				redtile[rr*TS+cc] = rawData[i][j];
				bluetile[rr*TS+cc] = rawData[i][j];
			}
			
#else
			for (int j=left,cc=0; j < right; j++,cc++) {
				if (FC(i,j)==1) {
					greentile[rr*TS+cc] = rawData[i][j];
				} else { 
					//compute directional weights using image gradients
					wtu=INVGRAD((abs(rawData[i+1][j]-rawData[i-1][j])+abs(rawData[i][j]-rawData[i-2][j])+abs(rawData[i-1][j]-rawData[i-3][j])));
					wtd=INVGRAD((abs(rawData[i-1][j]-rawData[i+1][j])+abs(rawData[i][j]-rawData[i+2][j])+abs(rawData[i+1][j]-rawData[i+3][j])));
					wtl=INVGRAD((abs(rawData[i][j+1]-rawData[i][j-1])+abs(rawData[i][j]-rawData[i][j-2])+abs(rawData[i][j-1]-rawData[i][j-3])));
					wtr=INVGRAD((abs(rawData[i][j-1]-rawData[i][j+1])+abs(rawData[i][j]-rawData[i][j+2])+abs(rawData[i][j+1]-rawData[i][j+3])));

					//store in rgb array the interpolated G value at R/B grid points using directional weighted average
					greentile[rr*TS+cc]=(wtu*rawData[i-1][j]+wtd*rawData[i+1][j]+wtl*rawData[i][j-1]+wtr*rawData[i][j+1]) / (wtu+wtd+wtl+wtr);
				}
				redtile[rr*TS+cc] = rawData[i][j];
				bluetile[rr*TS+cc] = rawData[i][j];
			}
#endif
		}

#ifdef __SSE2__
		__m128 zd25v = _mm_set1_ps(0.25f);
		__m128 clip_ptv = _mm_set1_ps( clip_pt );
#endif 
		for (int i=top+1,rr=1; i< bottom-1; i++,rr++) {
			if (FC(i,left+(FC(i,2)&1)+1)==0)
#ifdef __SSE2__
				for (int j=left+1,cc=1; j < right-1; j+=4,cc+=4) {
					//interpolate B/R colors at R/B sites
					_mm_storeu_ps(&bluetile[rr*TS+cc], LVFU(greentile[rr*TS+cc]) - zd25v*((LVFU(greentile[(rr-1)*TS+(cc-1)])+LVFU(greentile[(rr-1)*TS+(cc+1)])+LVFU(greentile[(rr+1)*TS+cc+1])+LVFU(greentile[(rr+1)*TS+cc-1])) -
																	_mm_min_ps(clip_ptv,LVFU(rawData[i-1][j-1])+LVFU(rawData[i-1][j+1])+LVFU(rawData[i+1][j+1])+LVFU(rawData[i+1][j-1]))));
				}
#else
				for (int cc=(FC(i,2)&1)+1, j=left+cc; j < right-1; j+=2, cc+=2) {
					//interpolate B/R colors at R/B sites
					bluetile[rr*TS+cc] = greentile[rr*TS+cc] - 0.25f*((greentile[(rr-1)*TS+(cc-1)]+greentile[(rr-1)*TS+(cc+1)]+greentile[(rr+1)*TS+cc+1]+greentile[(rr+1)*TS+cc-1]) -
																	min(clip_pt,rawData[i-1][j-1]+rawData[i-1][j+1]+rawData[i+1][j+1]+rawData[i+1][j-1]));
				}
#endif
			else
#ifdef __SSE2__
				for (int j=left+1,cc=1; j < right-1; j+=4,cc+=4) {
					//interpolate B/R colors at R/B sites
					_mm_storeu_ps(&redtile[rr*TS+cc], LVFU(greentile[rr*TS+cc]) - zd25v*((LVFU(greentile[(rr-1)*TS+cc-1])+LVFU(greentile[(rr-1)*TS+cc+1])+LVFU(greentile[(rr+1)*TS+cc+1])+LVFU(greentile[(rr+1)*TS+cc-1])) -
																	_mm_min_ps(clip_ptv,LVFU(rawData[i-1][j-1])+LVFU(rawData[i-1][j+1])+LVFU(rawData[i+1][j+1])+LVFU(rawData[i+1][j-1]))));
				}
#else
				for (int cc=(FC(i,2)&1)+1, j=left+cc; j < right-1; j+=2,cc+=2) {
					//interpolate B/R colors at R/B sites
					redtile[rr*TS+cc] = greentile[rr*TS+cc] - 0.25f*((greentile[(rr-1)*TS+cc-1]+greentile[(rr-1)*TS+cc+1]+greentile[(rr+1)*TS+cc+1]+greentile[(rr+1)*TS+cc-1]) -
																		min(clip_pt,rawData[i-1][j-1]+rawData[i-1][j+1]+rawData[i+1][j+1]+rawData[i+1][j-1]));
				}
#endif
		}


#ifdef __SSE2__
		__m128 temp1v,temp2v,greensumv;
		selmask = _mm_set_epi32( 0xffffffff, 0, 0xffffffff, 0 );
#endif

	// interpolate R/B using color differences
		for (int i=top+2, rr=2; i< bottom-2; i++,rr++) {
#ifdef __SSE2__
			for (int cc=2+(FC(i,2)&1), j=left+cc; j < right-2; j+=4,cc+=4) {
				// no need to take care about the borders of the tile. There's enough free space.
				//interpolate R and B colors at G sites
				greenv = LVFU(greentile[rr*TS+cc]);
				greensumv = LVFU(greentile[(rr-1)*TS+cc]) + LVFU(greentile[(rr+1)*TS+cc]) + LVFU(greentile[rr*TS+cc-1]) + LVFU(greentile[rr*TS+cc+1]);
				
				temp1v = LVFU(redtile[rr*TS+cc]);
				temp2v = greenv - zd25v*(greensumv - LVFU(redtile[(rr-1)*TS+cc]) - LVFU(redtile[(rr+1)*TS+cc]) - LVFU(redtile[rr*TS+cc-1]) - LVFU(redtile[rr*TS+cc+1]));

//				temp2v = greenv - zd25v*((LVFU(greentile[(rr-1)*TS+cc])-LVFU(redtile[(rr-1)*TS+cc]))+(LVFU(greentile[(rr+1)*TS+cc])-LVFU(redtile[(rr+1)*TS+cc]))+
//														   (LVFU(greentile[rr*TS+cc-1])-LVFU(redtile[rr*TS+cc-1]))+(LVFU(greentile[rr*TS+cc+1])-LVFU(redtile[rr*TS+cc+1])));
				_mm_storeu_ps( &redtile[rr*TS+cc], vself(selmask, temp1v, temp2v));
				
				temp1v = LVFU(bluetile[rr*TS+cc]);

				temp2v = greenv - zd25v*(greensumv - LVFU(bluetile[(rr-1)*TS+cc]) - LVFU(bluetile[(rr+1)*TS+cc]) - LVFU(bluetile[rr*TS+cc-1]) - LVFU(bluetile[rr*TS+cc+1]));

//				temp2v = greenv - zd25v*((LVFU(greentile[(rr-1)*TS+cc])-LVFU(bluetile[(rr-1)*TS+cc]))+(LVFU(greentile[(rr+1)*TS+cc])-LVFU(bluetile[(rr+1)*TS+cc]))+
//															(LVFU(greentile[rr*TS+cc-1])-LVFU(bluetile[rr*TS+cc-1]))+(LVFU(greentile[rr*TS+cc+1])-LVFU(bluetile[rr*TS+cc+1])));
				_mm_storeu_ps( &bluetile[rr*TS+cc], vself(selmask, temp1v, temp2v));
			}
#else
			for (int cc=2+(FC(i,2)&1), j=left+cc; j < right-2; j+=2,cc+=2) {
				//interpolate R and B colors at G sites
				redtile[rr*TS+cc] = greentile[rr*TS+cc] - 0.25f*((greentile[(rr-1)*TS+cc]-redtile[(rr-1)*TS+cc])+(greentile[(rr+1)*TS+cc]-redtile[(rr+1)*TS+cc])+
														   (greentile[rr*TS+cc-1]-redtile[rr*TS+cc-1])+(greentile[rr*TS+cc+1]-redtile[rr*TS+cc+1]));
				bluetile[rr*TS+cc] = greentile[rr*TS+cc] - 0.25f*((greentile[(rr-1)*TS+cc]-bluetile[(rr-1)*TS+cc])+(greentile[(rr+1)*TS+cc]-bluetile[(rr+1)*TS+cc])+
															(greentile[rr*TS+cc-1]-bluetile[rr*TS+cc-1])+(greentile[rr*TS+cc+1]-bluetile[rr*TS+cc+1]));
			}
#endif
		}


		for (int i=top+2, rr=2; i< bottom-2; i++,rr++) {
#ifdef __SSE2__
			for (j=left+2, cc=2; j< right-5; j+=4,cc+=4) {
				_mm_storeu_ps(&red[i][j], LVFU(redtile[rr*TS+cc]));
				_mm_storeu_ps(&green[i][j], LVFU(greentile[rr*TS+cc]));
				_mm_storeu_ps(&blue[i][j], LVFU(bluetile[rr*TS+cc]));
			}
			for (; j< right-2; j++,cc++) {
				red[i][j] = redtile[rr*TS+cc];
				green[i][j] = greentile[rr*TS+cc];
				blue[i][j] = bluetile[rr*TS+cc];
			}
#else
			for (int j=left+2, cc=2; j< right-2; j++,cc++) {
				red[i][j] = redtile[rr*TS+cc];
				green[i][j] = greentile[rr*TS+cc];
				blue[i][j] = bluetile[rr*TS+cc];
			}
#endif
			

		}
		if(plistenerActive && ((++progressCounter) % 16 == 0)) {
#ifdef _OPENMP
#pragma omp critical (updateprogress)
#endif
{
			progress += progressInc;
			progress = min(1.0,progress);
			plistener->setProgress (progress);
}
		}
	
	}
	free(buffer);
} // End of parallelization
	if(plistenerActive) plistener->setProgress(1.00);
	


}
#undef TS
#undef CLF
