/* This file is a part of plaYUVer project * Copyright (C) 2014-2015 by Luis Lucas (luisfrlucas@gmail.com) * Joao Carreira (jfmcarreira@gmail.com) * * 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, write to the Free Software Foundation, Inc., * 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. */ /** * \file PlaYUVerFrame.cpp * \ingroup PlaYUVerLib * \brief Video Frame handling */ #include "config.h" #include #include #include "LibMemory.h" #include "PlaYUVerFrame.h" #include "PlaYUVerFramePixelFormats.h" #ifdef USE_FFMPEG #include "LibAvContextHandle.h" #endif #ifdef USE_OPENCV #include "LibOpenCVHandler.h" #endif #ifdef USE_PIXFC #include "pixfc-sse.h" #endif namespace plaYUVer { std::vector PlaYUVerFrame::supportedColorSpacesListNames() { std::vector colorSpaceList; colorSpaceList.push_back( "YUV" ); colorSpaceList.push_back( "RGB" ); colorSpaceList.push_back( "GRAY" ); return colorSpaceList; } std::vector PlaYUVerFrame::supportedPixelFormatListNames() { std::vector formatsList; Int numberFormats = PLAYUVER_NUMBER_FORMATS; for( Int i = 0; i < numberFormats; i++ ) { formatsList.push_back( g_PlaYUVerPixFmtDescriptorsList[i].name ); } return formatsList; } std::vector PlaYUVerFrame::supportedPixelFormatListNames( Int colorSpace ) { std::vector formatsList; Int numberFormats = PLAYUVER_NUMBER_FORMATS; for( Int i = 0; i < numberFormats; i++ ) { if( g_PlaYUVerPixFmtDescriptorsList[i].colorSpace == colorSpace ) formatsList.push_back( g_PlaYUVerPixFmtDescriptorsList[i].name ); } return formatsList; } PlaYUVerFrame::Pixel PlaYUVerFrame::ConvertPixel( Pixel inputPixel, ColorSpace eOutputSpace ) { Int outA, outB, outC; PlaYUVerFrame::Pixel outPixel( COLOR_INVALID, 0, 0, 0 ); if( inputPixel.ColorSpace() == eOutputSpace || eOutputSpace == COLOR_ARGB || eOutputSpace == COLOR_GRAY ) return inputPixel; if( eOutputSpace == COLOR_RGB ) { YUV2RGB( inputPixel.Y(), inputPixel.Cb(), inputPixel.Cr(), outA, outB, outC ); outPixel.R() = outA; outPixel.G() = outB; outPixel.B() = outC; } if( eOutputSpace == COLOR_YUV ) { rgbToYuv( inputPixel.R(), inputPixel.G(), inputPixel.B(), outA, outB, outC ); outPixel.Y() = outA; outPixel.Cb() = outB; outPixel.Cr() = outC; } return outPixel; } PlaYUVerFrame::PlaYUVerFrame( UInt width, UInt height, Int pelFormat, Int bitsPixel ) { init( width, height, pelFormat, bitsPixel ); } PlaYUVerFrame::PlaYUVerFrame( PlaYUVerFrame *other ) { init( other->getWidth(), other->getHeight(), other->getPelFormat(), other->getBitsPel() ); copyFrom( other ); } PlaYUVerFrame::PlaYUVerFrame( PlaYUVerFrame *other, UInt posX, UInt posY, UInt areaWidth, UInt areaHeight ) { PlaYUVerPixFmtDescriptor* pcPelFormat = &( g_PlaYUVerPixFmtDescriptorsList[other->getPelFormat()] ); if( pcPelFormat->log2ChromaWidth ) { if( posX % ( 1 << pcPelFormat->log2ChromaWidth ) ) posX--; if( ( posX + areaWidth ) % ( 1 << pcPelFormat->log2ChromaWidth ) ) areaWidth++; } if( pcPelFormat->log2ChromaHeight ) { if( posY % ( 1 << pcPelFormat->log2ChromaHeight ) ) posY--; if( ( posY + areaHeight ) % ( 1 << pcPelFormat->log2ChromaHeight ) ) areaHeight++; } init( areaWidth, areaHeight, other->getPelFormat(), other->getBitsPel() ); copyFrom( other, posX, posY ); } PlaYUVerFrame::~PlaYUVerFrame() { if( m_pppcInputPel ) freeMem3ImageComponents( m_pppcInputPel ); m_pppcInputPel = NULL; if( m_pcARGB32 ) freeMem1D( m_pcARGB32 ); m_pcARGB32 = NULL; closePixfc(); } static Int getMem3ImageComponents( Pel**** array3D, Int dim1, Int dim2, Int log2ChromaHeight, Int log2ChromaWidth ) { Int dim0 = 3; Int i; UInt64 total_mem_size = 0; UInt64 mem_size = ( dim1 * dim2 + CHROMASHIFT( dim1, log2ChromaHeight ) * CHROMASHIFT( dim2, log2ChromaWidth ) * 2 ); total_mem_size += getMem2D( array3D, dim0, dim1 ); if( ( ( *array3D )[0][0] = ( Pel* )xCallocMem( mem_size, sizeof(Pel) ) ) == NULL ) printf( "getMem3DImageComponents: array1D" ); total_mem_size += mem_size * sizeof(Pel); // Luma for( i = 1; i < dim1; i++ ) ( *array3D )[0][i] = ( *array3D )[0][i - 1] + dim2; // Chroma ( *array3D )[1][0] = ( *array3D )[0][0] + dim2 * dim1; dim1 = CHROMASHIFT( dim1, log2ChromaHeight ); dim2 = CHROMASHIFT( dim2, log2ChromaWidth ); for( i = 1; i < dim1; i++ ) ( *array3D )[1][i] = ( *array3D )[1][i - 1] + dim2; ( *array3D )[2][0] = ( *array3D )[1][0] + dim2 * dim1; for( i = 1; i < dim1; i++ ) ( *array3D )[2][i] = ( *array3D )[2][i - 1] + dim2; return total_mem_size; } Void PlaYUVerFrame::init( UInt width, UInt height, Int pel_format, Int bitsPixel ) { m_pppcInputPel = NULL; m_pcARGB32 = NULL; m_uiWidth = width; m_uiHeight = height; m_iPixelFormat = pel_format; m_iNumberChannels = 3; m_iBitsPel = bitsPixel > 8 ? bitsPixel : 8; if( m_uiWidth == 0 || m_uiHeight == 0 || m_iPixelFormat == -1 || bitsPixel > 16 ) { throw "Cannot create a PlYUVerFrame of this type"; } m_pcPelFormat = &( g_PlaYUVerPixFmtDescriptorsList[pel_format] ); m_bHasRGBPel = false; if( m_pcPelFormat->colorSpace == COLOR_GRAY ) { getMem3ImageComponents( &m_pppcInputPel, m_uiHeight, m_uiWidth, 1, 1 ); } else { getMem3ImageComponents( &m_pppcInputPel, m_uiHeight, m_uiWidth, m_pcPelFormat->log2ChromaHeight, m_pcPelFormat->log2ChromaWidth ); } getMem1D( &m_pcARGB32, m_uiHeight * m_uiWidth * 4 ); xSetupStatistics( this ); m_cPelFmtName = PlaYUVerFrame::supportedPixelFormatListNames()[m_iPixelFormat].c_str(); } Int PlaYUVerFrame::getColorSpace() const { return m_pcPelFormat->colorSpace; } UInt PlaYUVerFrame::getNumberChannels() const { return m_pcPelFormat->numberChannels; } UInt64 PlaYUVerFrame::getBytesPerFrame() { return getBytesPerFrame( m_uiWidth, m_uiHeight, m_iPixelFormat, m_iBitsPel ); } UInt64 PlaYUVerFrame::getBytesPerFrame( UInt uiWidth, UInt uiHeight, Int iPixelFormat, Int bitsPixel ) { PlaYUVerPixFmtDescriptor* pcPelFormat = &( g_PlaYUVerPixFmtDescriptorsList[iPixelFormat] ); UInt bytesPerPixel = ( bitsPixel - 1 ) / 8 + 1; UInt64 numberBytes = uiWidth * uiHeight; if( pcPelFormat->numberChannels > 1 ) { UInt64 numberBytesChroma = CHROMASHIFT( uiWidth, pcPelFormat->log2ChromaWidth ) * CHROMASHIFT( uiHeight, pcPelFormat->log2ChromaHeight ); numberBytes += ( pcPelFormat->numberChannels - 1 ) * numberBytesChroma; } return numberBytes * bytesPerPixel; } UInt PlaYUVerFrame::getChromaWidth() const { if( m_pcPelFormat->colorSpace == GRAY ) return 0; return CHROMASHIFT( m_uiWidth, m_pcPelFormat->log2ChromaWidth ); } UInt PlaYUVerFrame::getChromaHeight() const { if( m_pcPelFormat->colorSpace == GRAY ) return 0; return CHROMASHIFT( m_uiHeight, m_pcPelFormat->log2ChromaHeight ); } UInt PlaYUVerFrame::getChromaLength() const { return getChromaWidth() * getChromaHeight(); } Void PlaYUVerFrame::frameFromBuffer( Byte *Buff, UInt64 uiBuffSize ) { if( uiBuffSize != getBytesPerFrame() ) return; Byte* ppBuff[MAX_NUMBER_PLANES]; Byte* pTmpBuff; Pel* pTmpPel; UInt bytesPixel = ( m_iBitsPel - 1 ) / 8 + 1; Int ratioH, ratioW, step; UInt i, ch, b; ppBuff[0] = Buff; for( i = 1; i < MAX_NUMBER_PLANES; i++ ) { ratioW = i > 1 ? m_pcPelFormat->log2ChromaWidth : 0; ratioH = i > 1 ? m_pcPelFormat->log2ChromaHeight : 0; ppBuff[i] = ppBuff[i - 1] + CHROMASHIFT( m_uiHeight, ratioH ) * CHROMASHIFT( m_uiWidth, ratioW ) * bytesPixel; } for( ch = 0; ch < m_pcPelFormat->numberChannels; ch++ ) { ratioW = ch > 0 ? m_pcPelFormat->log2ChromaWidth : 0; ratioH = ch > 0 ? m_pcPelFormat->log2ChromaHeight : 0; step = m_pcPelFormat->comp[ch].step_minus1 + 1; pTmpPel = m_pppcInputPel[ch][0]; pTmpBuff = ppBuff[m_pcPelFormat->comp[ch].plane] + ( m_pcPelFormat->comp[ch].offset_plus1 - 1 ); for( i = 0; i < CHROMASHIFT( m_uiHeight, ratioH ) * CHROMASHIFT( m_uiWidth, ratioW ); i++ ) { *pTmpPel = *pTmpBuff; for( b = 1; b < bytesPixel; b++ ) { pTmpBuff++; *pTmpPel |= ( *pTmpBuff << ( 8 * b ) ); } pTmpPel++; pTmpBuff += step; } } m_bHasRGBPel = false; m_bHasHistogram = false; } Void PlaYUVerFrame::frameToBuffer( Byte *output_buffer ) { UInt bytesPixel = ( m_iBitsPel - 1 ) / 8 + 1; Byte* ppBuff[MAX_NUMBER_PLANES]; Byte* pTmpBuff; Pel* pTmpPel; Int ratioH, ratioW, step; UInt i, ch, b; ppBuff[0] = output_buffer; for( Int i = 1; i < MAX_NUMBER_PLANES; i++ ) { ratioW = i > 1 ? m_pcPelFormat->log2ChromaWidth : 0; ratioH = i > 1 ? m_pcPelFormat->log2ChromaHeight : 0; ppBuff[i] = ppBuff[i - 1] + CHROMASHIFT( m_uiHeight, ratioH ) * CHROMASHIFT( m_uiWidth, ratioW ) * bytesPixel; } for( ch = 0; ch < m_pcPelFormat->numberChannels; ch++ ) { ratioW = ch > 0 ? m_pcPelFormat->log2ChromaWidth : 0; ratioH = ch > 0 ? m_pcPelFormat->log2ChromaHeight : 0; step = m_pcPelFormat->comp[ch].step_minus1 + 1; pTmpPel = m_pppcInputPel[ch][0]; pTmpBuff = ppBuff[m_pcPelFormat->comp[ch].plane]; for( i = 0; i < CHROMASHIFT( m_uiHeight, ratioH ) * CHROMASHIFT( m_uiWidth, ratioW ); i++ ) { *pTmpBuff = ( *pTmpPel & 0x00FF ); for( b = 1; b < bytesPixel; b++ ) { pTmpBuff++; *pTmpBuff = ( *pTmpPel >> ( 8 * b ) ) & 0x00FF; } pTmpPel++; pTmpBuff += step; } } } Void PlaYUVerFrame::fillRGBBuffer() { if( m_bHasRGBPel ) return; Int iR, iG, iB; Int shiftBits = m_iBitsPel - 8; UInt* pARGB = ( UInt* )m_pcARGB32; if( m_pcPelFormat->colorSpace == COLOR_GRAY ) { Pel* pY = m_pppcInputPel[LUMA][0]; Int iY; for( UInt i = 0; i < m_uiHeight * m_uiWidth; i++ ) { iY = *pY++; iY >>= shiftBits; iR = iY; iG = iY; iB = iY; *pARGB++ = PEL_RGB( iR, iG, iB ); } } else if( m_pcPelFormat->colorSpace == COLOR_RGB ) { Pel* pR = m_pppcInputPel[COLOR_R][0]; Pel* pG = m_pppcInputPel[COLOR_G][0]; Pel* pB = m_pppcInputPel[COLOR_B][0]; for( UInt i = 0; i < m_uiHeight * m_uiWidth; i++ ) { iR = *pR++; iG = *pG++; iB = *pB++; *pARGB++ = PEL_RGB( ( iR >> shiftBits ), ( iG >> shiftBits ), ( iB >> shiftBits ) ); } } else if( m_pcPelFormat->colorSpace == COLOR_YUV ) { Pel* pLineY = m_pppcInputPel[LUMA][0]; Pel* pLineU = m_pppcInputPel[CHROMA_U][0]; Pel* pLineV = m_pppcInputPel[CHROMA_V][0]; UInt uiChromaStride = CHROMASHIFT( m_uiWidth, m_pcPelFormat->log2ChromaWidth ); Pel* pY; Pel* pU; Pel* pV; Int iY, iU, iV, iR, iG, iB; UInt* pARGBLine = pARGB; UInt* pARGB; UInt y, x; Int i, j; for( y = 0; y < m_uiHeight >> m_pcPelFormat->log2ChromaHeight; y++ ) { for( i = 0; i < 1 << m_pcPelFormat->log2ChromaHeight; i++ ) { pY = pLineY; pU = pLineU; pV = pLineV; pARGB = pARGBLine; for( x = 0; x < m_uiWidth >> m_pcPelFormat->log2ChromaWidth; x++ ) { iU = *pU++; iU >>= shiftBits; iV = *pV++; iV >>= shiftBits; for( j = 0; j < ( 1 << m_pcPelFormat->log2ChromaWidth ); j++ ) { iY = *pY++; iY >>= shiftBits; YUV2RGB( iY, iU, iV, iR, iG, iB ); *pARGB++ = PEL_RGB( iR, iG, iB ); } } pLineY += m_uiWidth; pARGBLine += m_uiWidth; } pLineU += uiChromaStride; pLineV += uiChromaStride; } } m_bHasRGBPel = true; } Void PlaYUVerFrame::copyFrom( PlaYUVerFrame* input_frame ) { if( m_iPixelFormat != input_frame->getPelFormat() && m_uiWidth == input_frame->getWidth() && m_uiHeight == input_frame->getHeight() ) return; m_bHasRGBPel = false; m_bHasHistogram = false; memcpy( *m_pppcInputPel[LUMA], input_frame->getPelBufferYUV()[LUMA][0], getBytesPerFrame() * sizeof(Pel) ); } Void PlaYUVerFrame::copyFrom( PlaYUVerFrame* input_frame, UInt xPos, UInt yPos ) { if( m_iPixelFormat != input_frame->getPelFormat() ) return; Pel ***pInput = input_frame->getPelBufferYUV(); for( UInt ch = 0; ch < m_pcPelFormat->numberChannels; ch++ ) { Int ratioH = ch > 0 ? m_pcPelFormat->log2ChromaWidth : 0; Int ratioW = ch > 0 ? m_pcPelFormat->log2ChromaHeight : 0; for( UInt i = 0; i < CHROMASHIFT( m_uiHeight, ratioH ); i++ ) { memcpy( m_pppcInputPel[ch][i], &( pInput[ch][( yPos >> ratioH ) + i][( xPos >> ratioW )] ), ( m_uiWidth >> ratioW ) * sizeof(Pel) ); } } m_bHasRGBPel = false; m_bHasHistogram = false; } PlaYUVerFrame::Pixel PlaYUVerFrame::getPixelValue( Int xPos, Int yPos, ColorSpace eColorSpace ) { PlaYUVerFrame::Pixel PixelValue( m_pcPelFormat->colorSpace, 0, 0, 0 ); for( UInt ch = 0; ch < m_pcPelFormat->numberChannels; ch++ ) { Int ratioH = ch > 0 ? m_pcPelFormat->log2ChromaWidth : 0; Int ratioW = ch > 0 ? m_pcPelFormat->log2ChromaHeight : 0; PixelValue.Components()[ch] = m_pppcInputPel[ch][( yPos >> ratioH )][( xPos >> ratioW )]; } if( eColorSpace != COLOR_INVALID ) { PixelValue = ConvertPixel( PixelValue, eColorSpace ); } return PixelValue; } /* ************************************************************** * Interface to other libs ************************************************************** */ Void PlaYUVerFrame::openPixfc() { #ifdef USE_PIXFC m_pcPixfc = NULL; PixFcPixelFormat input_format = PixFcYUV420P; PixFcFlag flags = (PixFcFlag)(PixFcFlag_Default + PixFcFlag_NNbResamplingOnly); UInt input_row_size = m_uiWidth; if (create_pixfc(&m_pcPixfc, input_format, PixFcRGB24, m_uiWidth, m_uiHeight, input_row_size, m_uiWidth * 3, flags ) != 0) { fprintf(stderr, "Error creating struct pixfc\n"); m_pcPixfc = NULL; return; } #endif } Void PlaYUVerFrame::closePixfc() { #ifdef USE_PIXFC if( m_pcPixfc ) destroy_pixfc(m_pcPixfc); #endif } Void PlaYUVerFrame::FrametoRGB8Pixfc() { #ifdef USE_PIXFC switch( m_iPixelFormat ) { case YUV420p: m_pcPixfc->convert(m_pcPixfc, m_pppcInputPel, m_pcRGB32); break; case YUV422p: break; case YUV444p: case YUYV422: m_pcPixfc->convert(m_pcPixfc, m_pppcInputPel, m_pcRGB32); break; case GRAY: break; case RGB8: break; default: // No action. break; } m_bHasRGBPel = true; #endif } cv::Mat* PlaYUVerFrame::getCvMat( Bool convertToGray ) { #ifdef USE_OPENCV if( convertToGray && !( m_pcPelFormat->colorSpace == PlaYUVerFrame::COLOR_YUV || m_pcPelFormat->colorSpace == PlaYUVerFrame::COLOR_GRAY ) ) { return NULL; } Int cvType = CV_MAKETYPE( CV_8U, convertToGray ? 1 : m_pcPelFormat->numberChannels ); cv::Mat *pcCvFrame = new cv::Mat( m_uiHeight, m_uiWidth, cvType ); UChar* pCvPel = pcCvFrame->data; if( !convertToGray && ( m_pcPelFormat->colorSpace == PlaYUVerFrame::COLOR_YUV || m_pcPelFormat->colorSpace == PlaYUVerFrame::COLOR_RGB ) ) { fillRGBBuffer(); UChar* pARGB = m_pcARGB32; for( UInt i = 0; i < m_uiWidth * m_uiHeight; i++ ) { *pCvPel++ = *pARGB++; *pCvPel++ = *pARGB++; *pCvPel++ = *pARGB++; pARGB++; } } else if( convertToGray || m_pcPelFormat->colorSpace == PlaYUVerFrame::COLOR_GRAY ) { Pel* pPel = m_pppcInputPel[LUMA][0]; for( UInt i = 0; i < m_uiWidth * m_uiHeight; i++ ) { *pCvPel++ = *pPel++; } } else { if( pcCvFrame ) delete pcCvFrame; pcCvFrame = NULL; } return pcCvFrame; #else return NULL; #endif } Void PlaYUVerFrame::fromCvMat( cv::Mat* pcCvFrame ) { #ifdef USE_OPENCV if( m_iPixelFormat == NO_FMT ) { switch( pcCvFrame->channels() ) { case 1: m_iPixelFormat = GRAY; break; case 3: m_iPixelFormat = RGB24; break; default: return; } } if( !isValid() ) { init( pcCvFrame->cols, pcCvFrame->rows, m_iPixelFormat, 8 ); } m_bHasRGBPel = false; m_bHasHistogram = false; UChar* pCvPel = pcCvFrame->data; if( m_iPixelFormat != GRAY ) { Pel* pInputPelR = m_pppcInputPel[COLOR_R][0]; Pel* pInputPelG = m_pppcInputPel[COLOR_G][0]; Pel* pInputPelB = m_pppcInputPel[COLOR_B][0]; for( UInt i = 0; i < m_uiHeight * m_uiWidth; i++ ) { *pInputPelR++ = pelRed( *pCvPel++ ); *pInputPelG++ = pelGreen( *pCvPel++ ); *pInputPelB++ = pelBlue( *pCvPel++ ); } } else { Pel* pPel = m_pppcInputPel[LUMA][0]; for( UInt i = 0; i < m_uiWidth * m_uiHeight; i++ ) { *pPel++ = *pCvPel++; } } #endif } /* ************************************************************** * Quality Related Function API ************************************************************** */ Double PlaYUVerFrame::getQuality( Int Metric, PlaYUVerFrame* Org, Int component ) { switch( Metric ) { case PSNR_METRIC: return getPSNR( Org, component ); break; case MSE_METRIC: return getMSE( Org, component ); break; case SSIM_METRIC: return getSSIM( Org, component ); break; default: assert( 0 ); }; return 0; } Double PlaYUVerFrame::getMSE( PlaYUVerFrame* Org, Int component ) { Pel* pPelYUV = getPelBufferYUV()[component][0]; Pel* pOrgPelYUV = Org->getPelBufferYUV()[component][0]; Int aux_pel_1, aux_pel_2; Int diff = 0; Double ssd = 0; UInt numberOfPixels = 0; if( component == LUMA ) { numberOfPixels = Org->getHeight() * Org->getWidth(); } else { numberOfPixels = getChromaLength(); } for( UInt i = 0; i < numberOfPixels; i++ ) { aux_pel_1 = *pPelYUV++; aux_pel_2 = *pOrgPelYUV++; diff = aux_pel_1 - aux_pel_2; ssd += ( Double )( diff * diff ); } if( ssd == 0.0 ) { return 0.0; } return ssd / ( Org->getWidth() * Org->getHeight() ); } Double PlaYUVerFrame::getPSNR( PlaYUVerFrame* Org, Int component ) { Double dPSNR = 100; Double dMSE = getMSE( Org, component ); if( dMSE != 0 ) dPSNR = 10 * log10( 65025 / dMSE ); return dPSNR; } float compute_ssim( Pel **refImg, Pel **encImg, Int width, Int height, Int win_width, Int win_height, Int max_pel_value_comp, Int overlapSize ) { static const float K1 = 0.01f, K2 = 0.03f; float max_pix_value_sqd; float C1, C2; float win_pixels = ( float )( win_width * win_height ); #ifdef UNBIASED_VARIANCE float win_pixels_bias = win_pixels - 1; #else float win_pixels_bias = win_pixels; #endif float mb_ssim, meanOrg, meanEnc; float varOrg, varEnc, covOrgEnc; int imeanOrg, imeanEnc, ivarOrg, ivarEnc, icovOrgEnc; float cur_distortion = 0.0; int i, j, n, m, win_cnt = 0; max_pix_value_sqd = ( float )( max_pel_value_comp * max_pel_value_comp ); C1 = K1 * K1 * max_pix_value_sqd; C2 = K2 * K2 * max_pix_value_sqd; for( j = 0; j <= height - win_height; j += overlapSize ) { for( i = 0; i <= width - win_width; i += overlapSize ) { imeanOrg = 0; imeanEnc = 0; ivarOrg = 0; ivarEnc = 0; icovOrgEnc = 0; for( n = j; n < j + win_height; n++ ) { for( m = i; m < i + win_width; m++ ) { imeanOrg += refImg[n][m]; imeanEnc += encImg[n][m]; ivarOrg += refImg[n][m] * refImg[n][m]; ivarEnc += encImg[n][m] * encImg[n][m]; icovOrgEnc += refImg[n][m] * encImg[n][m]; } } meanOrg = ( float )imeanOrg / win_pixels; meanEnc = ( float )imeanEnc / win_pixels; varOrg = ( ( float )ivarOrg - ( ( float )imeanOrg ) * meanOrg ) / win_pixels_bias; varEnc = ( ( float )ivarEnc - ( ( float )imeanEnc ) * meanEnc ) / win_pixels_bias; covOrgEnc = ( ( float )icovOrgEnc - ( ( float )imeanOrg ) * meanEnc ) / win_pixels_bias; mb_ssim = ( float )( ( 2.0 * meanOrg * meanEnc + C1 ) * ( 2.0 * covOrgEnc + C2 ) ); mb_ssim /= ( float )( meanOrg * meanOrg + meanEnc * meanEnc + C1 ) * ( varOrg + varEnc + C2 ); cur_distortion += mb_ssim; win_cnt++; } } cur_distortion /= ( float )win_cnt; if( cur_distortion >= 1.0 && cur_distortion < 1.01 ) // avoid float accuracy problem at very low QP(e.g.2) cur_distortion = 1.0; return cur_distortion; } Double PlaYUVerFrame::getSSIM( PlaYUVerFrame* Org, Int component ) { Double dSSIM = 1; if( component == LUMA ) { dSSIM = compute_ssim( m_pppcInputPel[component], Org->getPelBufferYUV()[component], m_uiWidth, m_uiHeight, 8, 8, 255, 8 ); } else { dSSIM = compute_ssim( m_pppcInputPel[component], Org->getPelBufferYUV()[component], getChromaWidth(), getChromaHeight(), 4, 4, 255, 8 ); } return dSSIM; } } // NAMESPACE