/* The copyright in this software is being made available under the BSD * License, included below. This software may be subject to other third party * and contributor rights, including patent rights, and no such rights are * granted under this license. * * Copyright (c) 2010-2023, ITU/ISO/IEC * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * * Redistributions of source code must retain the above copyright notice, * this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright notice, * this list of conditions and the following disclaimer in the documentation * and/or other materials provided with the distribution. * * Neither the name of the ITU/ISO/IEC 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 THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS * BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF * THE POSSIBILITY OF SUCH DAMAGE. */ /** \file RateCtrl.cpp \brief Rate control manager class */ #include "RateCtrl.h" #include "../CommonLib/ChromaFormat.h" #include #define LAMBDA_PREC 1000000 //sequence level EncRCSeq::EncRCSeq() { m_totalFrames = 0; m_targetRate = 0; m_frameRate = 0; m_targetBits = 0; m_GOPSize = 0; m_intraPeriod = 0; m_picWidth = 0; m_picHeight = 0; m_LCUWidth = 0; m_LCUHeight = 0; m_numberOfLevel = 0; m_numberOfLCU = 0; m_averageBits = 0; m_bitsRatio = nullptr; m_GOPID2Level = nullptr; m_picPara = nullptr; m_LCUPara = nullptr; m_numberOfPixel = 0; m_framesLeft = 0; m_bitsLeft = 0; m_useLCUSeparateModel = false; m_adaptiveBit = 0; m_lastLambda = 0.0; m_bitDepth = 0; } EncRCSeq::~EncRCSeq() { destroy(); } void EncRCSeq::create(int totalFrames, int targetBitrate, int frameRate, int GOPSize, int intraPeriod, int picWidth, int picHeight, int LCUWidth, int LCUHeight, int numberOfLevel, bool useLCUSeparateModel, int adaptiveBit) { destroy(); m_totalFrames = totalFrames; m_targetRate = targetBitrate; m_frameRate = frameRate; m_GOPSize = GOPSize; m_intraPeriod = intraPeriod; m_picWidth = picWidth; m_picHeight = picHeight; m_LCUWidth = LCUWidth; m_LCUHeight = LCUHeight; m_numberOfLevel = numberOfLevel; m_useLCUSeparateModel = useLCUSeparateModel; m_numberOfPixel = m_picWidth * m_picHeight; m_targetBits = (int64_t)m_totalFrames * (int64_t)m_targetRate / (int64_t)m_frameRate; m_seqTargetBpp = (double)m_targetRate / (double)m_frameRate / (double)m_numberOfPixel; if ( m_seqTargetBpp < 0.03 ) { m_alphaUpdate = 0.01; m_betaUpdate = 0.005; } else if ( m_seqTargetBpp < 0.08 ) { m_alphaUpdate = 0.05; m_betaUpdate = 0.025; } else if ( m_seqTargetBpp < 0.2 ) { m_alphaUpdate = 0.1; m_betaUpdate = 0.05; } else if ( m_seqTargetBpp < 0.5 ) { m_alphaUpdate = 0.2; m_betaUpdate = 0.1; } else { m_alphaUpdate = 0.4; m_betaUpdate = 0.2; } m_averageBits = (int)(m_targetBits / totalFrames); int picWidthInBU = ( m_picWidth % m_LCUWidth ) == 0 ? m_picWidth / m_LCUWidth : m_picWidth / m_LCUWidth + 1; int picHeightInBU = ( m_picHeight % m_LCUHeight ) == 0 ? m_picHeight / m_LCUHeight : m_picHeight / m_LCUHeight + 1; m_numberOfLCU = picWidthInBU * picHeightInBU; m_bitsRatio = new int[m_GOPSize]; for ( int i=0; i0) { int bitdepth_luma_scale = 2 * (m_bitDepth - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_bitDepth)); m_picPara[i].m_alpha = 3.2003 * pow(2.0, bitdepth_luma_scale); m_picPara[i].m_beta = -1.367; } else { int bitdepth_luma_scale = 2 * (m_bitDepth - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_bitDepth)); m_picPara[i].m_alpha = pow(2.0, bitdepth_luma_scale) * ALPHA; m_picPara[i].m_beta = BETA2; } } } else { for ( int i=0; igetbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(encRCSeq->getbitDepth())); m_minEstLambda = 0.1; m_maxEstLambda = 10000.0 * pow(2.0, bitdepth_luma_scale); if (useAdaptiveBitsRatio) { double targetBpp = (double)targetBits / encRCSeq->getNumPixel(); double basicLambda = 0.0; double* lambdaRatio = new double[encRCSeq->getGOPSize()]; double* equaCoeffA = new double[encRCSeq->getGOPSize()]; double* equaCoeffB = new double[encRCSeq->getGOPSize()]; if ( encRCSeq->getAdaptiveBits() == 1 && encRCSeq->getGOPSize() == 4) // for GOP size =4, low delay case { if ( encRCSeq->getLastLambda() < 120.0 ) { lambdaRatio[1] = 0.725 * log( encRCSeq->getLastLambda() ) + 0.5793; lambdaRatio[0] = 1.3 * lambdaRatio[1]; lambdaRatio[2] = 1.3 * lambdaRatio[1]; lambdaRatio[3] = 1.0; } else { lambdaRatio[0] = 5.0; lambdaRatio[1] = 4.0; lambdaRatio[2] = 5.0; lambdaRatio[3] = 1.0; } } else if (encRCSeq->getAdaptiveBits() == 1 && encRCSeq->getGOPSize() == 8) // for GOP size =8, low delay case { if (encRCSeq->getLastLambda() < 120.0) { lambdaRatio[1] = 0.725 * log(encRCSeq->getLastLambda()) + 0.5793; lambdaRatio[3] = 0.725 * log(encRCSeq->getLastLambda()) + 0.5793; lambdaRatio[5] = 0.725 * log(encRCSeq->getLastLambda()) + 0.5793; lambdaRatio[0] = 1.3 * lambdaRatio[1]; lambdaRatio[2] = 1.3 * lambdaRatio[1]; lambdaRatio[4] = 1.3 * lambdaRatio[1]; lambdaRatio[6] = 1.3 * lambdaRatio[1]; lambdaRatio[7] = 1.0; } else { lambdaRatio[0] = 5.0; lambdaRatio[1] = 4.0; lambdaRatio[2] = 5.0; lambdaRatio[3] = 4.0; lambdaRatio[4] = 5.0; lambdaRatio[5] = 4.0; lambdaRatio[6] = 5.0; lambdaRatio[7] = 1.0; } } else if ( encRCSeq->getAdaptiveBits() == 2 && encRCSeq->getGOPSize() == 8 ) // for GOP size = 8, random access case { if ( encRCSeq->getLastLambda() < 90.0 ) { lambdaRatio[0] = 1.0; lambdaRatio[1] = 0.725 * log( encRCSeq->getLastLambda() ) + 0.7963; lambdaRatio[2] = 1.3 * lambdaRatio[1]; lambdaRatio[3] = 3.25 * lambdaRatio[1]; lambdaRatio[4] = 3.25 * lambdaRatio[1]; lambdaRatio[5] = 1.3 * lambdaRatio[1]; lambdaRatio[6] = 3.25 * lambdaRatio[1]; lambdaRatio[7] = 3.25 * lambdaRatio[1]; } else { lambdaRatio[0] = 1.0; lambdaRatio[1] = 4.0; lambdaRatio[2] = 5.0; lambdaRatio[3] = 12.3; lambdaRatio[4] = 12.3; lambdaRatio[5] = 5.0; lambdaRatio[6] = 12.3; lambdaRatio[7] = 12.3; } } else if (encRCSeq->getAdaptiveBits() == 2 && encRCSeq->getGOPSize() == 16 ) // for GOP size = 16, random access case { const double qdfParaLev2A = 0.5847; const double qdfParaLev2B = -0.0782; const double qdfParaLev3A = 0.5468; const double qdfParaLev3B = -0.1364; const double qdfParaLev4A = 0.6539; const double qdfParaLev4B = -0.203; const double qdfParaLev5A = 0.8623; const double qdfParaLev5B = -0.4676; double qdfLev1Lev2 = Clip3(0.12, 0.9, qdfParaLev2A * encRCSeq->getPicPara(2).m_skipRatio + qdfParaLev2B); double qdfLev1Lev3 = Clip3(0.13, 0.9, qdfParaLev3A * encRCSeq->getPicPara(3).m_skipRatio + qdfParaLev3B); double qdfLev1Lev4 = Clip3(0.15, 0.9, qdfParaLev4A * encRCSeq->getPicPara(4).m_skipRatio + qdfParaLev4B); double qdfLev1Lev5 = Clip3(0.20, 0.9, qdfParaLev5A * encRCSeq->getPicPara(5).m_skipRatio + qdfParaLev5B); double qdfLev2Lev3 = Clip3(0.09, 0.9, qdfLev1Lev3 * (1 - qdfLev1Lev2)); double qdfLev2Lev4 = Clip3(0.12, 0.9, qdfLev1Lev4 * (1 - qdfLev1Lev2)); double qdfLev2Lev5 = Clip3(0.14, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev2)); double qdfLev3Lev4 = Clip3(0.06, 0.9, qdfLev1Lev4 * (1 - qdfLev1Lev3)); double qdfLev3Lev5 = Clip3(0.09, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev3)); double qdfLev4Lev5 = Clip3(0.10, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev4)); double lambdaLev1 = 1 / (1 + 2 * (qdfLev1Lev2 + 2 * qdfLev1Lev3 + 4 * qdfLev1Lev4 + 8 * qdfLev1Lev5)); double lambdaLev2 = 1 / (1 + (3 * qdfLev2Lev3 + 5 * qdfLev2Lev4 + 8 * qdfLev2Lev5)); double lambdaLev3 = 1 / (1 + 2 * qdfLev3Lev4 + 4 * qdfLev3Lev5); double lambdaLev4 = 1 / (1 + 2 * qdfLev4Lev5); double lambdaLev5 = 1 / (1.0); lambdaRatio[0] = 1.0; lambdaRatio[1] = lambdaLev2 / lambdaLev1; lambdaRatio[2] = lambdaLev3 / lambdaLev1; lambdaRatio[3] = lambdaLev4 / lambdaLev1; lambdaRatio[4] = lambdaLev5 / lambdaLev1; lambdaRatio[5] = lambdaLev5 / lambdaLev1; lambdaRatio[6] = lambdaLev4 / lambdaLev1; lambdaRatio[7] = lambdaLev5 / lambdaLev1; lambdaRatio[8] = lambdaLev5 / lambdaLev1; lambdaRatio[9] = lambdaLev3 / lambdaLev1; lambdaRatio[10] = lambdaLev4 / lambdaLev1; lambdaRatio[11] = lambdaLev5 / lambdaLev1; lambdaRatio[12] = lambdaLev5 / lambdaLev1; lambdaRatio[13] = lambdaLev4 / lambdaLev1; lambdaRatio[14] = lambdaLev5 / lambdaLev1; lambdaRatio[15] = lambdaLev5 / lambdaLev1; } else if (encRCSeq->getAdaptiveBits() == 2 && encRCSeq->getGOPSize() == 32 ) // for GOP size = 32, random access case { const double qdfParaLev2A = 0.7534; const double qdfParaLev2B = -0.0303; const double qdfParaLev3A = 0.7044; const double qdfParaLev3B = -0.0445; const double qdfParaLev4A = 0.7084; const double qdfParaLev4B = -0.1401; const double qdfParaLev5A = 0.8844; const double qdfParaLev5B = -0.3676; const double qdfParaLev6A = 1.2336; const double qdfParaLev6B = -0.7511; double qdfLev1Lev2 = Clip3(0.12, 0.9, qdfParaLev2A * encRCSeq->getPicPara(2).m_skipRatio + qdfParaLev2B); double qdfLev1Lev3 = Clip3(0.13, 0.9, qdfParaLev3A * encRCSeq->getPicPara(3).m_skipRatio + qdfParaLev3B); double qdfLev1Lev4 = Clip3(0.15, 0.9, qdfParaLev4A * encRCSeq->getPicPara(4).m_skipRatio + qdfParaLev4B); double qdfLev1Lev5 = Clip3(0.20, 0.9, qdfParaLev5A * encRCSeq->getPicPara(5).m_skipRatio + qdfParaLev5B); double qdfLev1Lev6 = Clip3(0.25, 0.9, qdfParaLev6A * encRCSeq->getPicPara(6).m_skipRatio + qdfParaLev6B); double qdfLev2Lev3 = Clip3(0.09, 0.9, qdfLev1Lev3 * (1 - qdfLev1Lev2)); double qdfLev2Lev4 = Clip3(0.12, 0.9, qdfLev1Lev4 * (1 - qdfLev1Lev2)); double qdfLev2Lev5 = Clip3(0.14, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev2)); double qdfLev2Lev6 = Clip3(0.16, 0.9, qdfLev1Lev6 * (1 - qdfLev1Lev2)); double qdfLev3Lev4 = Clip3(0.06, 0.9, qdfLev1Lev4 * (1 - qdfLev1Lev3)); double qdfLev3Lev5 = Clip3(0.09, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev3)); double qdfLev3Lev6 = Clip3(0.10, 0.9, qdfLev1Lev6 * (1 - qdfLev1Lev3)); double qdfLev4Lev5 = Clip3(0.10, 0.9, qdfLev1Lev5 * (1 - qdfLev1Lev4)); double qdfLev4Lev6 = Clip3(0.10, 0.9, qdfLev1Lev6 * (1 - qdfLev1Lev4)); double qdfLev5Lev6 = Clip3(0.12, 0.9, qdfLev1Lev6 * (1 - qdfLev1Lev5)); double lambdaLev1 = 1 / (1 + 2 * qdfLev1Lev2 + 4 * qdfLev1Lev3 + 6 * qdfLev1Lev4 + 8 * qdfLev1Lev5 + 10 * qdfLev1Lev6); double lambdaLev2 = 1 / (1 + 3 * qdfLev2Lev3 + 5 * qdfLev2Lev4 + 8 * qdfLev2Lev5 + 9 * qdfLev2Lev6); double lambdaLev3 = 1 / (1 + 2 * qdfLev3Lev4 + 4 * qdfLev3Lev5 + 6 * qdfLev3Lev6); double lambdaLev4 = 1 / (1 + 2 * qdfLev4Lev5 + 4 * qdfLev4Lev6); double lambdaLev5 = 1 / (1 + 2 * qdfLev5Lev6); double lambdaLev6 = 1 / (1.0); lambdaRatio[0] = 1.0; lambdaRatio[1] = lambdaLev2 / lambdaLev1; lambdaRatio[2] = lambdaLev3 / lambdaLev1; lambdaRatio[3] = lambdaLev4 / lambdaLev1; lambdaRatio[4] = lambdaLev5 / lambdaLev1; lambdaRatio[5] = lambdaLev6 / lambdaLev1; lambdaRatio[6] = lambdaLev6 / lambdaLev1; lambdaRatio[7] = lambdaLev5 / lambdaLev1; lambdaRatio[8] = lambdaLev6 / lambdaLev1; lambdaRatio[9] = lambdaLev6 / lambdaLev1; lambdaRatio[10] = lambdaLev4 / lambdaLev1; lambdaRatio[11] = lambdaLev5 / lambdaLev1; lambdaRatio[12] = lambdaLev6 / lambdaLev1; lambdaRatio[13] = lambdaLev6 / lambdaLev1; lambdaRatio[14] = lambdaLev5 / lambdaLev1; lambdaRatio[15] = lambdaLev6 / lambdaLev1; lambdaRatio[16] = lambdaLev6 / lambdaLev1; lambdaRatio[17] = lambdaLev3 / lambdaLev1; lambdaRatio[18] = lambdaLev4 / lambdaLev1; lambdaRatio[19] = lambdaLev5 / lambdaLev1; lambdaRatio[20] = lambdaLev6 / lambdaLev1; lambdaRatio[21] = lambdaLev6 / lambdaLev1; lambdaRatio[22] = lambdaLev5 / lambdaLev1; lambdaRatio[23] = lambdaLev6 / lambdaLev1; lambdaRatio[24] = lambdaLev6 / lambdaLev1; lambdaRatio[25] = lambdaLev4 / lambdaLev1; lambdaRatio[26] = lambdaLev5 / lambdaLev1; lambdaRatio[27] = lambdaLev6 / lambdaLev1; lambdaRatio[28] = lambdaLev6 / lambdaLev1; lambdaRatio[29] = lambdaLev5 / lambdaLev1; lambdaRatio[30] = lambdaLev6 / lambdaLev1; lambdaRatio[31] = lambdaLev6 / lambdaLev1; } else { msg( WARNING, "Warning: Current rate control does not support this coding configuration." ); } xCalEquaCoeff( encRCSeq, lambdaRatio, equaCoeffA, equaCoeffB, encRCSeq->getGOPSize() ); basicLambda = xSolveEqua(encRCSeq, targetBpp, equaCoeffA, equaCoeffB, encRCSeq->getGOPSize()); encRCSeq->setAllBitRatio( basicLambda, equaCoeffA, equaCoeffB ); delete []lambdaRatio; delete []equaCoeffA; delete []equaCoeffB; } m_picTargetBitInGOP = new int[numPic]; int i; int totalPicRatio = 0; int currPicRatio = 0; for ( i=0; igetBitRatio( i ); } for ( i=0; igetBitRatio( i ); m_picTargetBitInGOP[i] = (int)( ((double)targetBits) * currPicRatio / totalPicRatio ); } m_encRCSeq = encRCSeq; m_numPic = numPic; m_targetBits = targetBits; m_picLeft = m_numPic; m_bitsLeft = m_targetBits; } void EncRCGOP::xCalEquaCoeff( EncRCSeq* encRCSeq, double* lambdaRatio, double* equaCoeffA, double* equaCoeffB, int GOPSize ) { for ( int i=0; igetGOPID2Level(i); double alpha = encRCSeq->getPicPara(frameLevel).m_alpha; double beta = encRCSeq->getPicPara(frameLevel).m_beta; equaCoeffA[i] = pow( 1.0/alpha, 1.0/beta ) * pow( lambdaRatio[i], 1.0/beta ); equaCoeffB[i] = 1.0/beta; } } double EncRCGOP::xSolveEqua(EncRCSeq* encRCSeq, double targetBpp, double* equaCoeffA, double* equaCoeffB, int GOPSize) { double solution = 100.0; double minNumber = m_minEstLambda; double maxNumber = m_maxEstLambda; for ( int i=0; igetPicPara(encRCSeq->getGOPID2Level(j)).m_validPix / (double)encRCSeq->getNumPixel(); fx += actualBpp; } if ( fabs( fx - targetBpp ) < 0.000001 ) { break; } if ( fx > targetBpp ) { minNumber = solution; solution = ( solution + maxNumber ) / 2.0; } else { maxNumber = solution; solution = ( solution + minNumber ) / 2.0; } } solution = Clip3(m_minEstLambda, m_maxEstLambda, solution); return solution; } void EncRCGOP::destroy() { m_encRCSeq = nullptr; if (m_picTargetBitInGOP != nullptr) { delete[] m_picTargetBitInGOP; m_picTargetBitInGOP = nullptr; } } void EncRCGOP::updateAfterPicture( int bitsCost ) { m_bitsLeft -= bitsCost; m_picLeft--; } int EncRCGOP::xEstGOPTargetBits( EncRCSeq* encRCSeq, int GOPSize ) { int realInfluencePicture = std::min(g_RCSmoothWindowSizeAlpha * GOPSize / std::max(encRCSeq->getIntraPeriod(), 32) + g_RCSmoothWindowSizeBeta, encRCSeq->getFramesLeft()); int averageTargetBitsPerPic = (int)( encRCSeq->getTargetBits() / encRCSeq->getTotalFrames() ); int currentTargetBitsPerPic = (int)( ( encRCSeq->getBitsLeft() - averageTargetBitsPerPic * (encRCSeq->getFramesLeft() - realInfluencePicture) ) / realInfluencePicture ); int targetBits = currentTargetBitsPerPic * GOPSize; if ( targetBits < 200 ) { targetBits = 200; // at least allocate 200 bits for one GOP } return targetBits; } //picture level EncRCPic::EncRCPic() { m_encRCSeq = nullptr; m_encRCGOP = nullptr; m_frameLevel = 0; m_numberOfPixel = 0; m_numberOfLCU = 0; m_targetBits = 0; m_estHeaderBits = 0; m_estPicQP = 0; m_estPicLambda = 0.0; m_LCULeft = 0; m_bitsLeft = 0; m_pixelsLeft = 0; m_LCUs = nullptr; m_picActualHeaderBits = 0; m_picActualBits = 0; m_picQP = 0; m_picLambda = 0.0; m_picMSE = 0.0; m_validPixelsInPic = 0; } EncRCPic::~EncRCPic() { destroy(); } int EncRCPic::xEstPicTargetBits( EncRCSeq* encRCSeq, EncRCGOP* encRCGOP ) { int targetBits = 0; int GOPbitsLeft = encRCGOP->getBitsLeft(); int i; int currPicPosition = encRCGOP->getNumPic()-encRCGOP->getPicLeft(); int currPicRatio = encRCSeq->getBitRatio( currPicPosition ); int totalPicRatio = 0; for ( i=currPicPosition; igetNumPic(); i++ ) { totalPicRatio += encRCSeq->getBitRatio( i ); } targetBits = int( ((double)GOPbitsLeft) * currPicRatio / totalPicRatio ); if ( targetBits < 100 ) { targetBits = 100; // at least allocate 100 bits for one picture } if ( m_encRCSeq->getFramesLeft() > 16 ) { targetBits = int( g_RCWeightPicRargetBitInBuffer * targetBits + g_RCWeightPicTargetBitInGOP * m_encRCGOP->getTargetBitInGOP( currPicPosition ) ); } return targetBits; } int EncRCPic::xEstPicHeaderBits(std::list &listPreviousPictures, int frameLevel) { int numPreviousPics = 0; int totalPreviousBits = 0; std::list::iterator it; for ( it = listPreviousPictures.begin(); it != listPreviousPictures.end(); it++ ) { if ( (*it)->getFrameLevel() == frameLevel ) { totalPreviousBits += (*it)->getPicActualHeaderBits(); numPreviousPics++; } } int estHeaderBits = 0; if ( numPreviousPics > 0 ) { estHeaderBits = totalPreviousBits / numPreviousPics; } return estHeaderBits; } int EncRCPic::xEstPicLowerBound(EncRCSeq* encRCSeq, EncRCGOP* encRCGOP) { int lowerBound = 0; int GOPbitsLeft = encRCGOP->getBitsLeft(); const int nextPicPosition = (encRCGOP->getNumPic() - encRCGOP->getPicLeft() + 1) % encRCGOP->getNumPic(); const int nextPicRatio = encRCSeq->getBitRatio(nextPicPosition); int totalPicRatio = 0; for (int i = nextPicPosition; i < encRCGOP->getNumPic(); i++) { totalPicRatio += encRCSeq->getBitRatio(i); } if (nextPicPosition == 0) { GOPbitsLeft = encRCGOP->getTargetBits(); } else { GOPbitsLeft -= m_targetBits; } lowerBound = int(((double)GOPbitsLeft) * nextPicRatio / totalPicRatio); if (lowerBound < 100) { lowerBound = 100; // at least allocate 100 bits for one picture } if (m_encRCSeq->getFramesLeft() > 16) { lowerBound = int(g_RCWeightPicRargetBitInBuffer * lowerBound + g_RCWeightPicTargetBitInGOP * m_encRCGOP->getTargetBitInGOP(nextPicPosition)); } return lowerBound; } void EncRCPic::addToPictureLsit(std::list &listPreviousPictures) { if ( listPreviousPictures.size() > g_RCMaxPicListSize ) { EncRCPic* p = listPreviousPictures.front(); listPreviousPictures.pop_front(); p->destroy(); delete p; } listPreviousPictures.push_back( this ); } void EncRCPic::create(EncRCSeq *encRCSeq, EncRCGOP *encRCGOP, int frameLevel, std::list &listPreviousPictures) { destroy(); m_encRCSeq = encRCSeq; m_encRCGOP = encRCGOP; int targetBits = xEstPicTargetBits( encRCSeq, encRCGOP ); int estHeaderBits = xEstPicHeaderBits( listPreviousPictures, frameLevel ); if ( targetBits < estHeaderBits + 100 ) { targetBits = estHeaderBits + 100; // at least allocate 100 bits for picture data } m_frameLevel = frameLevel; m_numberOfPixel = encRCSeq->getNumPixel(); m_numberOfLCU = encRCSeq->getNumberOfLCU(); m_estPicLambda = 100.0; m_targetBits = targetBits; m_estHeaderBits = estHeaderBits; m_bitsLeft = m_targetBits; int picWidth = encRCSeq->getPicWidth(); int picHeight = encRCSeq->getPicHeight(); int LCUWidth = encRCSeq->getLCUWidth(); int LCUHeight = encRCSeq->getLCUHeight(); int picWidthInLCU = ( picWidth % LCUWidth ) == 0 ? picWidth / LCUWidth : picWidth / LCUWidth + 1; int picHeightInLCU = ( picHeight % LCUHeight ) == 0 ? picHeight / LCUHeight : picHeight / LCUHeight + 1; m_lowerBound = xEstPicLowerBound( encRCSeq, encRCGOP ); m_LCULeft = m_numberOfLCU; m_bitsLeft -= m_estHeaderBits; m_pixelsLeft = m_numberOfPixel; m_LCUs = new TRCLCU[m_numberOfLCU]; int i, j; int LCUIdx; for ( i=0; i &listPreviousPictures, bool isIRAP) { double alpha = m_encRCSeq->getPicPara( m_frameLevel ).m_alpha; double beta = m_encRCSeq->getPicPara( m_frameLevel ).m_beta; double bpp = (double)m_targetBits/(double)m_numberOfPixel; int bitdepth_luma_scale = 2 * (m_encRCSeq->getbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_encRCSeq->getbitDepth())); int lastPicValPix = 0; if (listPreviousPictures.size() > 0) { lastPicValPix = m_encRCSeq->getPicPara(m_frameLevel).m_validPix; } if (lastPicValPix > 0) { bpp = (double)m_targetBits / (double)lastPicValPix; } double estLambda; if (isIRAP) { estLambda = calculateLambdaIntra(alpha, beta, pow(m_totalCostIntra/(double)m_numberOfPixel, BETA1), bpp); } else { estLambda = alpha * pow( bpp, beta ); } double lastLevelLambda = -1.0; double lastPicLambda = -1.0; double lastValidLambda = -1.0; std::list::iterator it; for ( it = listPreviousPictures.begin(); it != listPreviousPictures.end(); it++ ) { if ( (*it)->getFrameLevel() == m_frameLevel ) { lastLevelLambda = (*it)->getPicActualLambda(); } lastPicLambda = (*it)->getPicActualLambda(); if ( lastPicLambda > 0.0 ) { lastValidLambda = lastPicLambda; } } if ( lastLevelLambda > 0.0 ) { lastLevelLambda = Clip3(m_encRCGOP->getMinEstLambda(), m_encRCGOP->getMaxEstLambda(), lastLevelLambda); estLambda = Clip3( lastLevelLambda * pow( 2.0, -3.0/3.0 ), lastLevelLambda * pow( 2.0, 3.0/3.0 ), estLambda ); } if ( lastPicLambda > 0.0 ) { lastPicLambda = Clip3(m_encRCGOP->getMinEstLambda(), 2000.0 * pow(2.0, bitdepth_luma_scale), lastPicLambda); estLambda = Clip3( lastPicLambda * pow( 2.0, -10.0/3.0 ), lastPicLambda * pow( 2.0, 10.0/3.0 ), estLambda ); } else if ( lastValidLambda > 0.0 ) { lastValidLambda = Clip3(m_encRCGOP->getMinEstLambda(), 2000.0 * pow(2.0, bitdepth_luma_scale), lastValidLambda); estLambda = Clip3( lastValidLambda * pow(2.0, -10.0/3.0), lastValidLambda * pow(2.0, 10.0/3.0), estLambda ); } else { estLambda = Clip3(m_encRCGOP->getMinEstLambda(), m_encRCGOP->getMaxEstLambda(), estLambda); } if ( estLambda < m_encRCGOP->getMinEstLambda()) { estLambda = m_encRCGOP->getMinEstLambda(); } //Avoid different results in different platforms. The problem is caused by the different results of pow() in different platforms. estLambda = double(int64_t(estLambda * (double)LAMBDA_PREC + 0.5)) / (double)LAMBDA_PREC; m_estPicLambda = estLambda; double totalWeight = 0.0; // initial BU bit allocation weight for ( int i=0; igetUseLCUSeparateModel() ) { alphaLCU = m_encRCSeq->getLCUPara( m_frameLevel, i ).m_alpha; betaLCU = m_encRCSeq->getLCUPara( m_frameLevel, i ).m_beta; } else { alphaLCU = m_encRCSeq->getPicPara( m_frameLevel ).m_alpha; betaLCU = m_encRCSeq->getPicPara( m_frameLevel ).m_beta; } m_LCUs[i].m_bitWeight = m_LCUs[i].m_numberOfPixel * pow( estLambda/alphaLCU, 1.0/betaLCU ); if ( m_LCUs[i].m_bitWeight < 0.01 ) { m_LCUs[i].m_bitWeight = 0.01; } totalWeight += m_LCUs[i].m_bitWeight; } for ( int i=0; i &listPreviousPictures) { int bitdepth_luma_scale = 2 * (m_encRCSeq->getbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_encRCSeq->getbitDepth())); int QP = int(4.2005 * log(lambda / pow(2.0, bitdepth_luma_scale)) + 13.7122 + 0.5); int lastLevelQP = g_RCInvalidQPValue; int lastPicQP = g_RCInvalidQPValue; int lastValidQP = g_RCInvalidQPValue; std::list::iterator it; for ( it = listPreviousPictures.begin(); it != listPreviousPictures.end(); it++ ) { if ( (*it)->getFrameLevel() == m_frameLevel ) { lastLevelQP = (*it)->getPicActualQP(); } lastPicQP = (*it)->getPicActualQP(); if ( lastPicQP > g_RCInvalidQPValue ) { lastValidQP = lastPicQP; } } if ( lastLevelQP > g_RCInvalidQPValue ) { QP = Clip3( lastLevelQP - 3, lastLevelQP + 3, QP ); } if( lastPicQP > g_RCInvalidQPValue ) { QP = Clip3( lastPicQP - 10, lastPicQP + 10, QP ); } else if( lastValidQP > g_RCInvalidQPValue ) { QP = Clip3( lastValidQP - 10, lastValidQP + 10, QP ); } return QP; } double EncRCPic::getLCUTargetBpp(bool isIRAP) { int LCUIdx = getLCUCoded(); double bpp = -1.0; int avgBits = 0; if (isIRAP) { int bitrateWindow = std::min(4, m_LCULeft); double MAD = getLCU(LCUIdx).m_costIntra; if (m_remainingCostIntra > 0.1 ) { double weightedBitsLeft = (m_bitsLeft*bitrateWindow+(m_bitsLeft-getLCU(LCUIdx).m_targetBitsLeft)*m_LCULeft)/(double)bitrateWindow; avgBits = int( MAD*weightedBitsLeft/m_remainingCostIntra ); } else { avgBits = int( m_bitsLeft / m_LCULeft ); } m_remainingCostIntra -= MAD; } else { double totalWeight = 0; for ( int i=LCUIdx; igetUseLCUSeparateModel() ) { alpha = m_encRCSeq->getLCUPara( m_frameLevel, LCUIdx ).m_alpha; beta = m_encRCSeq->getLCUPara( m_frameLevel, LCUIdx ).m_beta; } else { alpha = m_encRCSeq->getPicPara( m_frameLevel ).m_alpha; beta = m_encRCSeq->getPicPara( m_frameLevel ).m_beta; } double estLambda = alpha * pow( bpp, beta ); //for Lambda clip, picture level clip double clipPicLambda = m_estPicLambda; //for Lambda clip, LCU level clip double clipNeighbourLambda = -1.0; for ( int i=LCUIdx - 1; i>=0; i-- ) { if ( m_LCUs[i].m_lambda > 0 ) { clipNeighbourLambda = m_LCUs[i].m_lambda; break; } } if ( clipNeighbourLambda > 0.0 ) { estLambda = Clip3( clipNeighbourLambda * pow( 2.0, -1.0/3.0 ), clipNeighbourLambda * pow( 2.0, 1.0/3.0 ), estLambda ); } if ( clipPicLambda > 0.0 ) { estLambda = Clip3( clipPicLambda * pow( 2.0, -2.0/3.0 ), clipPicLambda * pow( 2.0, 2.0/3.0 ), estLambda ); } else { int bitdepth_luma_scale = 2 * (m_encRCSeq->getbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_encRCSeq->getbitDepth())); estLambda = Clip3(10.0 * pow(2.0, bitdepth_luma_scale), 1000.0 * pow(2.0, bitdepth_luma_scale), estLambda); } if ( estLambda < 0.1 ) { estLambda = 0.1; } //Avoid different results in different platforms. The problem is caused by the different results of pow() in different platforms. estLambda = double(int64_t(estLambda * (double)LAMBDA_PREC + 0.5)) / (double)LAMBDA_PREC; return estLambda; } int EncRCPic::getLCUEstQP( double lambda, int clipPicQP ) { int LCUIdx = getLCUCoded(); int bitdepth_luma_scale = 2 * (m_encRCSeq->getbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_encRCSeq->getbitDepth())); int estQP = int(4.2005 * log(lambda / pow(2.0, bitdepth_luma_scale)) + 13.7122 + 0.5); //for Lambda clip, LCU level clip int clipNeighbourQP = g_RCInvalidQPValue; for ( int i=LCUIdx - 1; i>=0; i-- ) { if ( (getLCU(i)).m_QP > g_RCInvalidQPValue ) { clipNeighbourQP = getLCU(i).m_QP; break; } } if ( clipNeighbourQP > g_RCInvalidQPValue ) { estQP = Clip3( clipNeighbourQP - 1, clipNeighbourQP + 1, estQP ); } estQP = Clip3( clipPicQP - 2, clipPicQP + 2, estQP ); return estQP; } void EncRCPic::updateAfterCTU(int LCUIdx, int bits, int QP, double lambda, double skipRatio, bool updateLCUParameter) { m_LCUs[LCUIdx].m_actualBits = bits; m_LCUs[LCUIdx].m_QP = QP; m_LCUs[LCUIdx].m_lambda = lambda; m_LCUs[LCUIdx].m_actualSSE = m_LCUs[LCUIdx].m_actualMSE * m_LCUs[LCUIdx].m_numberOfPixel; m_LCULeft--; m_bitsLeft -= bits; m_pixelsLeft -= m_LCUs[LCUIdx].m_numberOfPixel; if ( !updateLCUParameter ) { return; } if ( !m_encRCSeq->getUseLCUSeparateModel() ) { return; } int LCUActualBits = m_LCUs[LCUIdx].m_actualBits; int LCUTotalPixels = m_LCUs[LCUIdx].m_numberOfPixel; double bpp = ( double )LCUActualBits/( double )LCUTotalPixels; double inputLambda = m_LCUs[LCUIdx].m_lambda; TRCParameter rcPara; rcPara.m_skipRatio = skipRatio; if (QP == g_RCInvalidQPValue && m_encRCSeq->getAdaptiveBits() == 1) { rcPara.m_validPix = 0; } else { rcPara.m_validPix = LCUTotalPixels; } double MSE = m_LCUs[LCUIdx].m_actualMSE; double updatedK = MSE > 0 ? bpp * inputLambda / MSE : 0.0; double updatedC = MSE / pow(bpp, -updatedK); rcPara.m_alpha = updatedC * updatedK; rcPara.m_beta = -updatedK - 1.0; if (MSE > 0) { rcPara.m_alpha = clipRcAlpha( m_encRCSeq->getbitDepth(), rcPara.m_alpha ); rcPara.m_beta = clipRcBeta( rcPara.m_beta ); m_encRCSeq->setLCUPara(m_frameLevel, LCUIdx, rcPara); } } double EncRCPic::calAverageQP() { int totalQPs = 0; int numTotalLCUs = 0; int i; for ( i=0; i 0 ) { totalQPs += m_LCUs[i].m_QP; numTotalLCUs++; } } double avgQP = 0.0; if ( numTotalLCUs == 0 ) { avgQP = g_RCInvalidQPValue; } else { avgQP = ((double)totalQPs) / ((double)numTotalLCUs); } return avgQP; } double EncRCPic::calAverageLambda() { double totalLambdas = 0.0; int numTotalLCUs = 0; double totalSSE = 0.0; int totalPixels = 0; int i; for ( i=0; i 0.01 ) { if (m_LCUs[i].m_QP > 0 || m_encRCSeq->getAdaptiveBits() != 1) { m_validPixelsInPic += m_LCUs[i].m_numberOfPixel; totalLambdas += log(m_LCUs[i].m_lambda); numTotalLCUs++; } if (m_LCUs[i].m_QP > 0 || m_encRCSeq->getAdaptiveBits() != 1) { totalSSE += m_LCUs[i].m_actualSSE; totalPixels += m_LCUs[i].m_numberOfPixel; } } } setPicMSE(totalPixels > 0 ? totalSSE / (double)totalPixels : 1.0); //1.0 is useless in the following process, just to make sure the divisor not be 0 double avgLambda; if( numTotalLCUs == 0 ) { avgLambda = -1.0; } else { avgLambda = pow( 2.7183, totalLambdas / numTotalLCUs ); } return avgLambda; } void EncRCPic::updateAfterPicture( int actualHeaderBits, int actualTotalBits, double averageQP, double averageLambda, bool isIRAP) { m_picActualHeaderBits = actualHeaderBits; m_picActualBits = actualTotalBits; if ( averageQP > 0.0 ) { m_picQP = int( averageQP + 0.5 ); } else { m_picQP = g_RCInvalidQPValue; } m_picLambda = averageLambda; double alpha = m_encRCSeq->getPicPara( m_frameLevel ).m_alpha; double beta = m_encRCSeq->getPicPara( m_frameLevel ).m_beta; double skipRatio = 0; int numOfSkipPixel = 0; for (int LCUIdx = 0; LCUIdx < m_numberOfLCU; LCUIdx++) { numOfSkipPixel += int(m_encRCSeq->getLCUPara(m_frameLevel, LCUIdx).m_skipRatio*m_LCUs[LCUIdx].m_numberOfPixel); } skipRatio = (double)numOfSkipPixel / (double)m_numberOfPixel; if (isIRAP) { updateAlphaBetaIntra(&alpha, &beta); TRCParameter rcPara; rcPara.m_skipRatio = skipRatio; rcPara.m_validPix = m_validPixelsInPic; rcPara.m_alpha = alpha; rcPara.m_beta = beta; m_encRCSeq->setPicPara(m_frameLevel, rcPara); } else { // update parameters double picActualBits = ( double )m_picActualBits; double picActualBpp = m_validPixelsInPic > 0 ? picActualBits / (double)m_validPixelsInPic : 0.001; TRCParameter rcPara; rcPara.m_skipRatio = skipRatio; rcPara.m_validPix = m_validPixelsInPic; double avgMSE = getPicMSE(); double updatedK = picActualBpp * averageLambda / avgMSE; double updatedC = avgMSE / pow(picActualBpp, -updatedK); rcPara.m_alpha = updatedC * updatedK; rcPara.m_beta = -updatedK - 1.0; if (m_validPixelsInPic > 0) { rcPara.m_alpha = clipRcAlpha(m_encRCSeq->getbitDepth(), rcPara.m_alpha); rcPara.m_beta = clipRcBeta( rcPara.m_beta ); m_encRCSeq->setPicPara(m_frameLevel, rcPara); } if ( m_frameLevel == 1 ) { double currLambda = Clip3(m_encRCGOP->getMinEstLambda(), m_encRCGOP->getMaxEstLambda(), m_picLambda); double updateLastLambda = g_RCWeightHistoryLambda * m_encRCSeq->getLastLambda() + g_RCWeightCurrentLambda * currLambda; m_encRCSeq->setLastLambda( updateLastLambda ); } } } double EncRCPic::clipRcAlpha(const int bitdepth, const double alpha) { int bitdepth_luma_scale = 2 * (bitdepth - 8 - DISTORTION_PRECISION_ADJUSTMENT(bitdepth)); return Clip3(g_RCAlphaMinValue, g_RCAlphaMaxValue * pow(2.0, bitdepth_luma_scale), alpha); } double EncRCPic::clipRcBeta(const double beta) { return Clip3(g_RCBetaMinValue, g_RCBetaMaxValue, beta); } int EncRCPic::getRefineBitsForIntra( int orgBits ) { double alpha=0.25, beta=0.5582; int iIntraBits; if (orgBits*40 < m_numberOfPixel) { alpha=0.25; } else { alpha=0.30; } iIntraBits = (int)(alpha* pow(m_totalCostIntra*4.0/(double)orgBits, beta)*(double)orgBits+0.5); return iIntraBits; } double EncRCPic::calculateLambdaIntra(double alpha, double beta, double MADPerPixel, double bitsPerPixel) { return ( (alpha/256.0) * pow( MADPerPixel/bitsPerPixel, beta ) ); } void EncRCPic::updateAlphaBetaIntra(double *alpha, double *beta) { double lnbpp = log(pow(m_totalCostIntra / (double)m_numberOfPixel, BETA1)) - log((double)m_picActualBits / (double)m_numberOfPixel); double diffLambda = (*beta)*(log((double)m_picActualBits)-log((double)m_targetBits)); diffLambda = Clip3(-0.125, 0.125, 0.25*diffLambda); *alpha = (*alpha) * exp(diffLambda); *beta = (*beta) + diffLambda / lnbpp; } void EncRCPic::getLCUInitTargetBits() { int iAvgBits = 0; m_remainingCostIntra = m_totalCostIntra; for (int i=m_numberOfLCU-1; i>=0; i--) { iAvgBits += int(m_targetBits * getLCU(i).m_costIntra/m_totalCostIntra); getLCU(i).m_targetBitsLeft = iAvgBits; } } double EncRCPic::getLCUEstLambdaAndQP(double bpp, int clipPicQP, int *estQP) { int LCUIdx = getLCUCoded(); double alpha = m_encRCSeq->getPicPara( m_frameLevel ).m_alpha; double beta = m_encRCSeq->getPicPara( m_frameLevel ).m_beta; double costPerPixel = getLCU(LCUIdx).m_costIntra/(double)getLCU(LCUIdx).m_numberOfPixel; costPerPixel = pow(costPerPixel, BETA1); double estLambda = calculateLambdaIntra(alpha, beta, costPerPixel, bpp); int clipNeighbourQP = g_RCInvalidQPValue; for (int i=LCUIdx-1; i>=0; i--) { if ((getLCU(i)).m_QP > g_RCInvalidQPValue) { clipNeighbourQP = getLCU(i).m_QP; break; } } int minQP = clipPicQP - 2; int maxQP = clipPicQP + 2; if ( clipNeighbourQP > g_RCInvalidQPValue ) { maxQP = std::min(clipNeighbourQP + 1, maxQP); minQP = std::max(clipNeighbourQP - 1, minQP); } int bitdepth_luma_scale = 2 * (m_encRCSeq->getbitDepth() - 8 - DISTORTION_PRECISION_ADJUSTMENT(m_encRCSeq->getbitDepth())); double maxLambda = exp(((double)(maxQP + 0.49) - 13.7122) / 4.2005) * pow(2.0, bitdepth_luma_scale); double minLambda = exp(((double)(minQP - 0.49) - 13.7122) / 4.2005) * pow(2.0, bitdepth_luma_scale); estLambda = Clip3(minLambda, maxLambda, estLambda); //Avoid different results in different platforms. The problem is caused by the different results of pow() in different platforms. estLambda = double(int64_t(estLambda * (double)LAMBDA_PREC + 0.5)) / (double)LAMBDA_PREC; *estQP = int(4.2005 * log(estLambda / pow(2.0, bitdepth_luma_scale)) + 13.7122 + 0.5); *estQP = Clip3(minQP, maxQP, *estQP); return estLambda; } RateCtrl::RateCtrl() { m_encRCSeq = nullptr; m_encRCGOP = nullptr; m_encRCPic = nullptr; } RateCtrl::~RateCtrl() { destroy(); } void RateCtrl::destroy() { if (m_encRCSeq != nullptr) { delete m_encRCSeq; m_encRCSeq = nullptr; } if (m_encRCGOP != nullptr) { delete m_encRCGOP; m_encRCGOP = nullptr; } while ( m_listRCPictures.size() > 0 ) { EncRCPic* p = m_listRCPictures.front(); m_listRCPictures.pop_front(); delete p; } } void RateCtrl::init(int totalFrames, int targetBitrate, int frameRate, int GOPSize, int intraPeriod, int picWidth, int picHeight, int LCUWidth, int LCUHeight, int bitDepth, int keepHierBits, bool useLCUSeparateModel, GOPEntry GOPList[MAX_GOP]) { destroy(); bool isLowdelay = true; for ( int i=0; i GOPList[i+1].m_POC ) { isLowdelay = false; break; } } int numberOfLevel = 1; int adaptiveBit = 0; if ( keepHierBits > 0 || ( !isLowdelay && (GOPSize == 32 || GOPSize == 16 || GOPSize == 8) ) ) { numberOfLevel = int( log((double)GOPSize)/log(2.0) + 0.5 ) + 1; } numberOfLevel++; // intra picture numberOfLevel++; // non-reference picture int* bitsRatio; bitsRatio = new int[ GOPSize ]; for ( int i=0; i 0 ) { double bpp = (double)( targetBitrate / (double)( frameRate*picWidth*picHeight ) ); if ( GOPSize == 4 && isLowdelay ) { if ( bpp > 0.2 ) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 6; } else if( bpp > 0.1 ) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 10; } else if ( bpp > 0.05 ) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 12; } else { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 14; } if ( keepHierBits == 2 ) { adaptiveBit = 1; } } else if (GOPSize == 8 && isLowdelay) { if (bpp > 0.2) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 3; bitsRatio[4] = 2; bitsRatio[5] = 3; bitsRatio[6] = 2; bitsRatio[7] = 6; } else if (bpp > 0.1) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 3; bitsRatio[4] = 2; bitsRatio[5] = 3; bitsRatio[6] = 2; bitsRatio[7] = 10; } else if (bpp > 0.05) { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 3; bitsRatio[4] = 2; bitsRatio[5] = 3; bitsRatio[6] = 2; bitsRatio[7] = 12; } else { bitsRatio[0] = 2; bitsRatio[1] = 3; bitsRatio[2] = 2; bitsRatio[3] = 3; bitsRatio[4] = 2; bitsRatio[5] = 3; bitsRatio[6] = 2; bitsRatio[7] = 14; } if (keepHierBits == 2) { adaptiveBit = 1; } } else if ( GOPSize == 8 && !isLowdelay ) { if ( bpp > 0.2 ) { bitsRatio[0] = 15; bitsRatio[1] = 5; bitsRatio[2] = 4; bitsRatio[3] = 1; bitsRatio[4] = 1; bitsRatio[5] = 4; bitsRatio[6] = 1; bitsRatio[7] = 1; } else if ( bpp > 0.1 ) { bitsRatio[0] = 20; bitsRatio[1] = 6; bitsRatio[2] = 4; bitsRatio[3] = 1; bitsRatio[4] = 1; bitsRatio[5] = 4; bitsRatio[6] = 1; bitsRatio[7] = 1; } else if ( bpp > 0.05 ) { bitsRatio[0] = 25; bitsRatio[1] = 7; bitsRatio[2] = 4; bitsRatio[3] = 1; bitsRatio[4] = 1; bitsRatio[5] = 4; bitsRatio[6] = 1; bitsRatio[7] = 1; } else { bitsRatio[0] = 30; bitsRatio[1] = 8; bitsRatio[2] = 4; bitsRatio[3] = 1; bitsRatio[4] = 1; bitsRatio[5] = 4; bitsRatio[6] = 1; bitsRatio[7] = 1; } if ( keepHierBits == 2 ) { adaptiveBit = 2; } } else if (GOPSize == 16 && !isLowdelay) { if (bpp > 0.2) { bitsRatio[0] = 10; bitsRatio[1] = 8; bitsRatio[2] = 4; bitsRatio[3] = 2; bitsRatio[4] = 1; bitsRatio[5] = 1; bitsRatio[6] = 2; bitsRatio[7] = 1; bitsRatio[8] = 1; bitsRatio[9] = 4; bitsRatio[10] = 2; bitsRatio[11] = 1; bitsRatio[12] = 1; bitsRatio[13] = 2; bitsRatio[14] = 1; bitsRatio[15] = 1; } else if (bpp > 0.1) { bitsRatio[0] = 15; bitsRatio[1] = 9; bitsRatio[2] = 4; bitsRatio[3] = 2; bitsRatio[4] = 1; bitsRatio[5] = 1; bitsRatio[6] = 2; bitsRatio[7] = 1; bitsRatio[8] = 1; bitsRatio[9] = 4; bitsRatio[10] = 2; bitsRatio[11] = 1; bitsRatio[12] = 1; bitsRatio[13] = 2; bitsRatio[14] = 1; bitsRatio[15] = 1; } else if (bpp > 0.05) { bitsRatio[0] = 40; bitsRatio[1] = 17; bitsRatio[2] = 7; bitsRatio[3] = 2; bitsRatio[4] = 1; bitsRatio[5] = 1; bitsRatio[6] = 2; bitsRatio[7] = 1; bitsRatio[8] = 1; bitsRatio[9] = 7; bitsRatio[10] = 2; bitsRatio[11] = 1; bitsRatio[12] = 1; bitsRatio[13] = 2; bitsRatio[14] = 1; bitsRatio[15] = 1; } else { bitsRatio[0] = 40; bitsRatio[1] = 15; bitsRatio[2] = 6; bitsRatio[3] = 3; bitsRatio[4] = 1; bitsRatio[5] = 1; bitsRatio[6] = 3; bitsRatio[7] = 1; bitsRatio[8] = 1; bitsRatio[9] = 6; bitsRatio[10] = 3; bitsRatio[11] = 1; bitsRatio[12] = 1; bitsRatio[13] = 3; bitsRatio[14] = 1; bitsRatio[15] = 1; } if (keepHierBits == 2) { adaptiveBit = 2; } } else if (GOPSize == 32 && !isLowdelay) { int bitsRatioInit[4][6]={ {16, 10, 8, 4, 2, 1}, {16, 10, 8, 4, 2, 1}, {16, 10, 8, 4, 2, 1}, {10, 8, 6, 4, 2, 1}, }; int cls; if (bpp > 0.2) { cls = 0; } else if(bpp > 0.1) { cls = 1; } else if(bpp > 0.05) { cls = 2; } else { cls = 3; } int index[32] = {0, 1, 2, 3, 4, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 5, 5, 2, 3, 4, 5, 5, 4, 5, 5, 3, 4, 5, 5, 4, 5, 5}; for (int i = 0; i < 32; i++) { bitsRatio[i] = bitsRatioInit[cls][index[i]]; } if (keepHierBits == 2) { adaptiveBit = 2; } } else { msg( WARNING, "\n hierarchical bit allocation is not support for the specified coding structure currently.\n" ); } } int* GOPID2Level = new int[ GOPSize ]; for ( int i=0; i 0 ) { if ( GOPSize == 4 && isLowdelay ) { GOPID2Level[0] = 3; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 1; } if (GOPSize == 8 && isLowdelay) { GOPID2Level[0] = 3; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 2; GOPID2Level[4] = 3; GOPID2Level[5] = 2; GOPID2Level[6] = 3; GOPID2Level[7] = 1; } else if ( GOPSize == 8 && !isLowdelay ) { GOPID2Level[0] = 1; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 4; GOPID2Level[4] = 4; GOPID2Level[5] = 3; GOPID2Level[6] = 4; GOPID2Level[7] = 4; } else if (GOPSize == 16 && !isLowdelay) { GOPID2Level[0] = 1; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 4; GOPID2Level[4] = 5; GOPID2Level[5] = 5; GOPID2Level[6] = 4; GOPID2Level[7] = 5; GOPID2Level[8] = 5; GOPID2Level[9] = 3; GOPID2Level[10] = 4; GOPID2Level[11] = 5; GOPID2Level[12] = 5; GOPID2Level[13] = 4; GOPID2Level[14] = 5; GOPID2Level[15] = 5; } } if ( !isLowdelay && GOPSize == 8 ) { GOPID2Level[0] = 1; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 4; GOPID2Level[4] = 4; GOPID2Level[5] = 3; GOPID2Level[6] = 4; GOPID2Level[7] = 4; } else if (GOPSize == 16 && !isLowdelay) { GOPID2Level[0] = 1; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 4; GOPID2Level[4] = 5; GOPID2Level[5] = 5; GOPID2Level[6] = 4; GOPID2Level[7] = 5; GOPID2Level[8] = 5; GOPID2Level[9] = 3; GOPID2Level[10] = 4; GOPID2Level[11] = 5; GOPID2Level[12] = 5; GOPID2Level[13] = 4; GOPID2Level[14] = 5; GOPID2Level[15] = 5; } else if(GOPSize == 32 && !isLowdelay) { GOPID2Level[0] = 1; GOPID2Level[1] = 2; GOPID2Level[2] = 3; GOPID2Level[3] = 4; GOPID2Level[4] = 5; GOPID2Level[5] = 6; GOPID2Level[6] = 6; GOPID2Level[7] = 5; GOPID2Level[8] = 6; GOPID2Level[9] = 6; GOPID2Level[10] = 4; GOPID2Level[11] = 5; GOPID2Level[12] = 6; GOPID2Level[13] = 6; GOPID2Level[14] = 5; GOPID2Level[15] = 6; GOPID2Level[16] = 6; GOPID2Level[17] = 3; GOPID2Level[18] = 4; GOPID2Level[19] = 5; GOPID2Level[20] = 6; GOPID2Level[21] = 6; GOPID2Level[22] = 5; GOPID2Level[23] = 6; GOPID2Level[24] = 6; GOPID2Level[25] = 4; GOPID2Level[26] = 5; GOPID2Level[27] = 6; GOPID2Level[28] = 6; GOPID2Level[29] = 5; GOPID2Level[30] = 6; GOPID2Level[31] = 6; } m_encRCSeq = new EncRCSeq; m_encRCSeq->create(totalFrames, targetBitrate, frameRate, GOPSize, intraPeriod, picWidth, picHeight, LCUWidth, LCUHeight, numberOfLevel, useLCUSeparateModel, adaptiveBit); m_encRCSeq->initBitsRatio( bitsRatio ); m_encRCSeq->initGOPID2Level( GOPID2Level ); m_encRCSeq->setBitDepth(bitDepth); m_encRCSeq->initPicPara(); if ( useLCUSeparateModel ) { m_encRCSeq->initLCUPara(); } m_CpbSaturationEnabled = false; m_cpbSize = targetBitrate; m_cpbState = (uint32_t)(m_cpbSize*0.5f); m_bufferingRate = (int)(targetBitrate / frameRate); delete[] bitsRatio; delete[] GOPID2Level; } void RateCtrl::initRCPic( int frameLevel ) { m_encRCPic = new EncRCPic; m_encRCPic->create( m_encRCSeq, m_encRCGOP, frameLevel, m_listRCPictures ); } void RateCtrl::initRCGOP( int numberOfPictures ) { m_encRCGOP = new EncRCGOP; bool useAdaptiveBitsRatio = (m_encRCSeq->getAdaptiveBits() > 0) && (m_listRCPictures.size() >= m_encRCSeq->getGOPSize()); m_encRCGOP->create(m_encRCSeq, numberOfPictures, useAdaptiveBitsRatio); } int RateCtrl::updateCpbState(int actualBits) { int cpbState = 1; m_cpbState -= actualBits; if (m_cpbState < 0) { cpbState = -1; } m_cpbState += m_bufferingRate; if (m_cpbState > m_cpbSize) { cpbState = 0; } return cpbState; } void RateCtrl::initHrdParam(const GeneralHrdParams* generalHrd, const OlsHrdParams* olsHrd, int iFrameRate, double fInitialCpbFullness) { m_CpbSaturationEnabled = true; m_cpbSize = (olsHrd->getCpbSizeValueMinus1(0, 0) + 1) << (4 + generalHrd->getCpbSizeScale()); m_cpbState = (uint32_t)(m_cpbSize*fInitialCpbFullness); m_bufferingRate = (uint32_t)(((olsHrd->getBitRateValueMinus1(0, 0) + 1) << (6 + generalHrd->getBitRateScale())) / iFrameRate); msg(NOTICE, "\nHRD - [Initial CPB state %6d] [CPB Size %6d] [Buffering Rate %6d]\n", m_cpbState, m_cpbSize, m_bufferingRate); } void RateCtrl::destroyRCGOP() { delete m_encRCGOP; m_encRCGOP = nullptr; }