[x265] [PATCH] Edge Aware Quad Tree Establishment

Srikanth Kurapati srikanth.kurapati at multicorewareinc.com
Mon Feb 10 10:35:19 CET 2020


Thank you. @Aruna Matheswaran <aruna at multicorewareinc.com> please push the
above patch to the repo.

On Mon, Feb 10, 2020 at 3:00 PM Kavitha Sampath <
kavitha at multicorewareinc.com> wrote:

> Looks good to me.
>
> On Fri, Feb 7, 2020 at 3:37 PM <srikanth.kurapati at multicorewareinc.com>
> wrote:
>
>> # HG changeset patch
>> # User Srikanth Kurapati
>> # Date 1580280547 -19800
>> #      Wed Jan 29 12:19:07 2020 +0530
>> # Node ID 30d303b38c7bd1733aedd01a3f738fb08ec1488c
>> # Parent  fdbd4e4a2aff93bfc14b10efcd9e681a7ebae311
>> Edge Aware Quad Tree Establishment.
>>
>> This patch does the following:
>> 1. Terminates recursion for quadtree establishment using edge information.
>> 2. Adds modes for option "--rskip". Modes 0,1 for current usage and 2,3
>> for edge
>>  based recursion skip.
>> 3. Adds option "edge-threshold" to decide recursion skip using CU edge
>> density.
>> 4. Re uses edge information when already available in encoder.
>>
>> diff -r fdbd4e4a2aff -r 30d303b38c7b doc/reST/cli.rst
>> --- a/doc/reST/cli.rst  Sat Jan 25 18:08:03 2020 +0530
>> +++ b/doc/reST/cli.rst  Wed Jan 29 12:19:07 2020 +0530
>> @@ -842,15 +842,31 @@
>>         Measure 2Nx2N merge candidates first; if no residual is found,
>>         additional modes at that depth are not analysed. Default disabled
>>
>> -.. option:: --rskip, --no-rskip
>> -
>> -       This option determines early exit from CU depth recursion. When a
>> skip CU is
>> -       found, additional heuristics (depending on rd-level) are used to
>> decide whether
>> -       to terminate recursion. In rdlevels 5 and 6, comparison with
>> inter2Nx2N is used,
>> -       while at rdlevels 4 and neighbour costs are used to skip
>> recursion.
>> -       Provides minimal quality degradation at good performance gains
>> when enabled.
>> -
>> -       Default: enabled, disabled for :option:`--tune grain`
>> +.. option:: --rskip <0|1|2|3>
>> +
>> +       This option determines early exit from CU depth recursion in
>> modes 1, 2 and 3. When a skip CU is
>> +       found, additional heuristics (depending on RD level and rskip
>> mode) are used to decide whether
>> +       to terminate recursion. The following table summarizes the
>> behavior.
>> +
>> +
>>  +----------+------------+----------------------------------------------------------------+
>> +       | RD Level | Rskip Mode |   Skip Recursion Heuristic
>>                        |
>> +
>>  +==========+============+================================================================+
>> +       |   0 - 4  |      1     |   Neighbour costs.
>>                        |
>> +
>>  +----------+------------+----------------------------------------------------------------+
>> +       |   5 - 6  |      1     |   Comparison with inter2Nx2N.
>>                         |
>> +
>>  +----------+------------+----------------------------------------------------------------+
>> +       |   0 - 6  |      2     |   CU edge denstiy.
>>                        |
>> +
>>  +----------+------------+----------------------------------------------------------------+
>> +       |   0 - 6  |      3     |   CU edge denstiy with forceful skip
>> for lower levels of CTU.  |
>> +
>>  +----------+------------+----------------------------------------------------------------+
>> +
>> +       Provides minimal quality degradation at good performance gains
>> for non-zero modes.
>> +       :option:`--rskip mode 0` means disabled. Default: 1, disabled
>> when :option:`--tune grain` is used.
>> +
>> +.. option:: --edge-threshold <0..100>
>> +
>> +       Denotes the minimum expected edge-density percentage within the
>> CU, below which the recursion is skipped.
>> +       Default: 5, requires :option:`--rskip mode 2|3` to be enabled.
>>
>>  .. option:: --splitrd-skip, --no-splitrd-skip
>>
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/CMakeLists.txt
>> --- a/source/CMakeLists.txt     Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/CMakeLists.txt     Wed Jan 29 12:19:07 2020 +0530
>> @@ -29,7 +29,7 @@
>>  option(STATIC_LINK_CRT "Statically link C runtime for release builds"
>> OFF)
>>  mark_as_advanced(FPROFILE_USE FPROFILE_GENERATE NATIVE_BUILD)
>>  # X265_BUILD must be incremented each time the public API is changed
>> -set(X265_BUILD 188)
>> +set(X265_BUILD 189)
>>  configure_file("${PROJECT_SOURCE_DIR}/x265.def.in"
>>                 "${PROJECT_BINARY_DIR}/x265.def")
>>  configure_file("${PROJECT_SOURCE_DIR}/x265_config.h.in"
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/common.h
>> --- a/source/common/common.h    Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/common.h    Wed Jan 29 12:19:07 2020 +0530
>> @@ -129,6 +129,7 @@
>>  typedef uint64_t sum2_t;
>>  typedef uint64_t pixel4;
>>  typedef int64_t  ssum2_t;
>> +#define SHIFT_TO_BITPLANE 9
>>  #define HISTOGRAM_BINS 1024
>>  #define SHIFT 1
>>  #else
>> @@ -137,6 +138,7 @@
>>  typedef uint32_t sum2_t;
>>  typedef uint32_t pixel4;
>>  typedef int32_t  ssum2_t; // Signed sum
>> +#define SHIFT_TO_BITPLANE 7
>>  #define HISTOGRAM_BINS 256
>>  #define SHIFT 0
>>  #endif // if HIGH_BIT_DEPTH
>> @@ -272,6 +274,9 @@
>>  #define MAX_TR_SIZE (1 << MAX_LOG2_TR_SIZE)
>>  #define MAX_TS_SIZE (1 << MAX_LOG2_TS_SIZE)
>>
>> +#define RDCOST_BASED_RSKIP 1
>> +#define EDGE_BASED_RSKIP 2
>> +
>>  #define COEF_REMAIN_BIN_REDUCTION   3 // indicates the level at which
>> the VLC
>>                                        // transitions from Golomb-Rice to
>> TU+EG(k)
>>
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/frame.cpp
>> --- a/source/common/frame.cpp   Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/frame.cpp   Wed Jan 29 12:19:07 2020 +0530
>> @@ -61,6 +61,8 @@
>>      m_edgePic = NULL;
>>      m_gaussianPic = NULL;
>>      m_thetaPic = NULL;
>> +    m_edgeBitPlane = NULL;
>> +    m_edgeBitPic = NULL;
>>  }
>>
>>  bool Frame::create(x265_param *param, float* quantOffsets)
>> @@ -115,6 +117,19 @@
>>          m_thetaPic = X265_MALLOC(pixel, m_stride * (maxHeight +
>> (m_lumaMarginY * 2)));
>>      }
>>
>> +    if (param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +    {
>> +        uint32_t numCuInWidth = (param->sourceWidth + param->maxCUSize -
>> 1) / param->maxCUSize;
>> +        uint32_t numCuInHeight = (param->sourceHeight + param->maxCUSize
>> - 1) / param->maxCUSize;
>> +        uint32_t lumaMarginX = param->maxCUSize + 32;
>> +        uint32_t lumaMarginY = param->maxCUSize + 16;
>> +        uint32_t stride = (numCuInWidth * param->maxCUSize) +
>> (lumaMarginX << 1);
>> +        uint32_t maxHeight = numCuInHeight * param->maxCUSize;
>> +        uint32_t bitPlaneSize = stride * (maxHeight + (lumaMarginY * 2));
>> +        CHECKED_MALLOC_ZERO(m_edgeBitPlane, pixel, bitPlaneSize);
>> +        m_edgeBitPic = m_edgeBitPlane + lumaMarginY * stride +
>> lumaMarginX;
>> +    }
>> +
>>      if (m_fencPic->create(param, !!m_param->bCopyPicToFrame) &&
>> m_lowres.create(param, m_fencPic, param->rc.qgSize))
>>      {
>>          X265_CHECK((m_reconColCount == NULL), "m_reconColCount was
>> initialized");
>> @@ -267,4 +282,10 @@
>>          X265_FREE(m_gaussianPic);
>>          X265_FREE(m_thetaPic);
>>      }
>> +
>> +    if (m_param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +    {
>> +        X265_FREE_ZERO(m_edgeBitPlane);
>> +        m_edgeBitPic = NULL;
>> +    }
>>  }
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/frame.h
>> --- a/source/common/frame.h     Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/frame.h     Wed Jan 29 12:19:07 2020 +0530
>> @@ -99,7 +99,7 @@
>>      float*                 m_quantOffsets;       // points to
>> quantOffsets in x265_picture
>>      x265_sei               m_userSEI;
>>      uint32_t               m_picStruct;          // picture structure
>> SEI message
>> -    x265_dolby_vision_rpu            m_rpu;
>> +    x265_dolby_vision_rpu  m_rpu;
>>
>>      /* Frame Parallelism - notification between FrameEncoders of
>> available motion reference rows */
>>      ThreadSafeInteger*     m_reconRowFlag;       // flag of CTU rows
>> completely reconstructed and extended for motion reference
>> @@ -137,6 +137,10 @@
>>      pixel*                 m_gaussianPic;
>>      pixel*                 m_thetaPic;
>>
>> +    /* edge bit plane for rskips 2 and 3 */
>> +    pixel*                 m_edgeBitPlane;
>> +    pixel*                 m_edgeBitPic;
>> +
>>      Frame();
>>
>>      bool create(x265_param *param, float* quantOffsets);
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/param.cpp
>> --- a/source/common/param.cpp   Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/param.cpp   Wed Jan 29 12:19:07 2020 +0530
>> @@ -199,6 +199,7 @@
>>      param->bEnableWeightedBiPred = 0;
>>      param->bEnableEarlySkip = 1;
>>      param->bEnableRecursionSkip = 1;
>> +    param->edgeThreshold = 0.05f;
>>      param->bEnableAMP = 0;
>>      param->bEnableRectInter = 0;
>>      param->rdLevel = 3;
>> @@ -702,8 +703,9 @@
>>      OPT("ref") p->maxNumReferences = atoi(value);
>>      OPT("fast-intra") p->bEnableFastIntra = atobool(value);
>>      OPT("early-skip") p->bEnableEarlySkip = atobool(value);
>> -    OPT("rskip") p->bEnableRecursionSkip = atobool(value);
>> -    OPT("me")p->searchMethod = parseName(value, x265_motion_est_names,
>> bError);
>> +    OPT("rskip") p->bEnableRecursionSkip = atoi(value);
>> +    OPT("edge-threshold") p->edgeThreshold = atoi(value)/100.0f;
>> +    OPT("me") p->searchMethod = parseName(value, x265_motion_est_names,
>> bError);
>>      OPT("subme") p->subpelRefine = atoi(value);
>>      OPT("merange") p->searchRange = atoi(value);
>>      OPT("rect") p->bEnableRectInter = atobool(value);
>> @@ -919,7 +921,7 @@
>>      OPT("max-merge") p->maxNumMergeCand = (uint32_t)atoi(value);
>>      OPT("temporal-mvp") p->bEnableTemporalMvp = atobool(value);
>>      OPT("early-skip") p->bEnableEarlySkip = atobool(value);
>> -    OPT("rskip") p->bEnableRecursionSkip = atobool(value);
>> +    OPT("rskip") p->bEnableRecursionSkip = atoi(value);
>>      OPT("rdpenalty") p->rdPenalty = atoi(value);
>>      OPT("tskip") p->bEnableTransformSkip = atobool(value);
>>      OPT("no-tskip-fast") p->bEnableTSkipFast = atobool(value);
>> @@ -1221,6 +1223,7 @@
>>              }
>>          }
>>          OPT("hist-threshold") p->edgeTransitionThreshold = atof(value);
>> +        OPT("edge-threshold") p->edgeThreshold = atoi(value)/100.0f;
>>          OPT("lookahead-threads") p->lookaheadThreads = atoi(value);
>>          OPT("opt-cu-delta-qp") p->bOptCUDeltaQP = atobool(value);
>>          OPT("multi-pass-opt-analysis") p->analysisMultiPassRefine =
>> atobool(value);
>> @@ -1596,9 +1599,16 @@
>>      CHECK(param->rdLevel < 1 || param->rdLevel > 6,
>>            "RD Level is out of range");
>>      CHECK(param->rdoqLevel < 0 || param->rdoqLevel > 2,
>> -        "RDOQ Level is out of range");
>> +          "RDOQ Level is out of range");
>>      CHECK(param->dynamicRd < 0 || param->dynamicRd >
>> x265_ADAPT_RD_STRENGTH,
>> -        "Dynamic RD strength must be between 0 and 4");
>> +          "Dynamic RD strength must be between 0 and 4");
>> +    CHECK(param->bEnableRecursionSkip > 3 || param->bEnableRecursionSkip
>> < 0,
>> +          "Invalid Recursion skip mode. Valid modes 0,1,2,3");
>> +    if (param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +    {
>> +        CHECK(param->edgeThreshold < 0.0f || param->edgeThreshold > 1.0f,
>> +              "Minimum edge density percentage for a CU should be an
>> integer between 0 to 100");
>> +    }
>>      CHECK(param->bframes && param->bframes >= param->lookaheadDepth &&
>> !param->rc.bStatRead,
>>            "Lookahead depth must be greater than the max consecutive
>> bframe count");
>>      CHECK(param->bframes < 0,
>> @@ -1908,7 +1918,9 @@
>>      TOOLVAL(param->psyRdoq, "psy-rdoq=%.2lf");
>>      TOOLOPT(param->bEnableRdRefine, "rd-refine");
>>      TOOLOPT(param->bEnableEarlySkip, "early-skip");
>> -    TOOLOPT(param->bEnableRecursionSkip, "rskip");
>> +    TOOLVAL(param->bEnableRecursionSkip, "rskip mode=%d");
>> +    if (param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +        TOOLVAL(param->edgeThreshold, "rskip-threshold=%.2f");
>>      TOOLOPT(param->bEnableSplitRdSkip, "splitrd-skip");
>>      TOOLVAL(param->noiseReductionIntra, "nr-intra=%d");
>>      TOOLVAL(param->noiseReductionInter, "nr-inter=%d");
>> @@ -2067,6 +2079,9 @@
>>      s += sprintf(s, " selective-sao=%d", p->selectiveSAO);
>>      BOOL(p->bEnableEarlySkip, "early-skip");
>>      BOOL(p->bEnableRecursionSkip, "rskip");
>> +    if (p->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +        s += sprintf(s, " edge-threshold=%f", p->edgeThreshold);
>> +
>>      BOOL(p->bEnableFastIntra, "fast-intra");
>>      BOOL(p->bEnableTSkipFast, "tskip-fast");
>>      BOOL(p->bCULossless, "cu-lossless");
>> @@ -2374,6 +2389,7 @@
>>      dst->rdLevel = src->rdLevel;
>>      dst->bEnableEarlySkip = src->bEnableEarlySkip;
>>      dst->bEnableRecursionSkip = src->bEnableRecursionSkip;
>> +    dst->edgeThreshold = src->edgeThreshold;
>>      dst->bEnableFastIntra = src->bEnableFastIntra;
>>      dst->bEnableTSkipFast = src->bEnableTSkipFast;
>>      dst->bCULossless = src->bCULossless;
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/pixel.cpp
>> --- a/source/common/pixel.cpp   Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/pixel.cpp   Wed Jan 29 12:19:07 2020 +0530
>> @@ -876,6 +876,18 @@
>>      }
>>  }
>>
>> +static void planecopy_pp_shr_c(const pixel* src, intptr_t srcStride,
>> pixel* dst, intptr_t dstStride, int width, int height, int shift)
>> +{
>> +    for (int r = 0; r < height; r++)
>> +    {
>> +        for (int c = 0; c < width; c++)
>> +            dst[c] = (pixel)((src[c] >> shift));
>> +
>> +        dst += dstStride;
>> +        src += srcStride;
>> +    }
>> +}
>> +
>>  static void planecopy_sp_shl_c(const uint16_t* src, intptr_t srcStride,
>> pixel* dst, intptr_t dstStride, int width, int height, int shift, uint16_t
>> mask)
>>  {
>>      for (int r = 0; r < height; r++)
>> @@ -1316,6 +1328,7 @@
>>      p.planecopy_cp = planecopy_cp_c;
>>      p.planecopy_sp = planecopy_sp_c;
>>      p.planecopy_sp_shl = planecopy_sp_shl_c;
>> +    p.planecopy_pp_shr = planecopy_pp_shr_c;
>>  #if HIGH_BIT_DEPTH
>>      p.planeClipAndMax = planeClipAndMax_c;
>>  #endif
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/common/primitives.h
>> --- a/source/common/primitives.h        Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/common/primitives.h        Wed Jan 29 12:19:07 2020 +0530
>> @@ -204,6 +204,7 @@
>>  typedef void (*sign_t)(int8_t *dst, const pixel *src1, const pixel
>> *src2, const int endX);
>>  typedef void (*planecopy_cp_t) (const uint8_t* src, intptr_t srcStride,
>> pixel* dst, intptr_t dstStride, int width, int height, int shift);
>>  typedef void (*planecopy_sp_t) (const uint16_t* src, intptr_t srcStride,
>> pixel* dst, intptr_t dstStride, int width, int height, int shift, uint16_t
>> mask);
>> +typedef void (*planecopy_pp_t) (const pixel* src, intptr_t srcStride,
>> pixel* dst, intptr_t dstStride, int width, int height, int shift);
>>  typedef pixel (*planeClipAndMax_t)(pixel *src, intptr_t stride, int
>> width, int height, uint64_t *outsum, const pixel minPix, const pixel
>> maxPix);
>>
>>  typedef void (*cutree_propagate_cost) (int* dst, const uint16_t*
>> propagateIn, const int32_t* intraCosts, const uint16_t* interCosts, const
>> int32_t* invQscales, const double* fpsFactor, int len);
>> @@ -358,6 +359,7 @@
>>      planecopy_cp_t        planecopy_cp;
>>      planecopy_sp_t        planecopy_sp;
>>      planecopy_sp_t        planecopy_sp_shl;
>> +    planecopy_pp_t        planecopy_pp_shr;
>>      planeClipAndMax_t     planeClipAndMax;
>>
>>      weightp_sp_t          weight_sp;
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/analysis.cpp
>> --- a/source/encoder/analysis.cpp       Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/analysis.cpp       Wed Jan 29 12:19:07 2020 +0530
>> @@ -1317,12 +1317,21 @@
>>          if (md.bestMode && m_param->bEnableRecursionSkip &&
>> !bCtuInfoCheck && !(m_param->bAnalysisType == AVC_INFO &&
>> m_param->analysisLoadReuseLevel == 7 && (m_modeFlag[0] || m_modeFlag[1])))
>>          {
>>              skipRecursion = md.bestMode->cu.isSkipped(0);
>> -            if (mightSplit && depth >= minDepth && !skipRecursion)
>> +            if (mightSplit && !skipRecursion)
>>              {
>> -                if (depth)
>> -                    skipRecursion = recursionDepthCheck(parentCTU,
>> cuGeom, *md.bestMode);
>> -                if (m_bHD && !skipRecursion && m_param->rdLevel == 2 &&
>> md.fencYuv.m_size != MAX_CU_SIZE)
>> +                if (depth >= minDepth && m_param->bEnableRecursionSkip
>> == RDCOST_BASED_RSKIP)
>> +                {
>> +                    if (depth)
>> +                        skipRecursion = recursionDepthCheck(parentCTU,
>> cuGeom, *md.bestMode);
>> +                    if (m_bHD && !skipRecursion && m_param->rdLevel == 2
>> && md.fencYuv.m_size != MAX_CU_SIZE)
>> +                        skipRecursion = complexityCheckCU(*md.bestMode);
>> +                }
>> +                else if (cuGeom.log2CUSize >= MAX_LOG2_CU_SIZE - 1 &&
>> m_param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +                {
>>                      skipRecursion = complexityCheckCU(*md.bestMode);
>> +                }
>> +                else if (m_param->bEnableRecursionSkip >
>> EDGE_BASED_RSKIP)
>> +                    skipRecursion = true;
>>              }
>>          }
>>          if (m_param->bAnalysisType == AVC_INFO && md.bestMode &&
>> cuGeom.numPartitions <= 16 && m_param->analysisLoadReuseLevel == 7)
>> @@ -2015,8 +2024,12 @@
>>              checkInter_rd5_6(md.pred[PRED_2Nx2N], cuGeom, SIZE_2Nx2N,
>> refMasks);
>>              checkBestMode(md.pred[PRED_2Nx2N], cuGeom.depth);
>>
>> -            if (m_param->bEnableRecursionSkip && depth &&
>> m_modeDepth[depth - 1].bestMode)
>> +            if (m_param->bEnableRecursionSkip == RDCOST_BASED_RSKIP &&
>> depth && m_modeDepth[depth - 1].bestMode)
>>                  skipRecursion = md.bestMode &&
>> !md.bestMode->cu.getQtRootCbf(0);
>> +            else if (cuGeom.log2CUSize >= MAX_LOG2_CU_SIZE - 1 &&
>> m_param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +                skipRecursion = md.bestMode &&
>> complexityCheckCU(*md.bestMode);
>> +            else if (m_param->bEnableRecursionSkip > EDGE_BASED_RSKIP)
>> +                skipRecursion = true;
>>          }
>>          if (m_param->bAnalysisType == AVC_INFO && md.bestMode &&
>> cuGeom.numPartitions <= 16 && m_param->analysisLoadReuseLevel == 7)
>>              skipRecursion = true;
>> @@ -3525,27 +3538,47 @@
>>
>>  bool Analysis::complexityCheckCU(const Mode& bestMode)
>>  {
>> -    uint32_t mean = 0;
>> -    uint32_t homo = 0;
>> -    uint32_t cuSize = bestMode.fencYuv->m_size;
>> -    for (uint32_t y = 0; y < cuSize; y++) {
>> -        for (uint32_t x = 0; x < cuSize; x++) {
>> -            mean += (bestMode.fencYuv->m_buf[0][y * cuSize + x]);
>> +    if (m_param->bEnableRecursionSkip == RDCOST_BASED_RSKIP)
>> +    {
>> +        uint32_t mean = 0;
>> +        uint32_t homo = 0;
>> +        uint32_t cuSize = bestMode.fencYuv->m_size;
>> +        for (uint32_t y = 0; y < cuSize; y++) {
>> +            for (uint32_t x = 0; x < cuSize; x++) {
>> +                mean += (bestMode.fencYuv->m_buf[0][y * cuSize + x]);
>> +            }
>>          }
>> +        mean = mean / (cuSize * cuSize);
>> +        for (uint32_t y = 0; y < cuSize; y++) {
>> +            for (uint32_t x = 0; x < cuSize; x++) {
>> +                homo += abs(int(bestMode.fencYuv->m_buf[0][y * cuSize +
>> x] - mean));
>> +            }
>> +        }
>> +        homo = homo / (cuSize * cuSize);
>> +
>> +        if (homo < (.1 * mean))
>> +            return true;
>> +
>> +        return false;
>>      }
>> -    mean = mean / (cuSize * cuSize);
>> -    for (uint32_t y = 0 ; y < cuSize; y++){
>> -        for (uint32_t x = 0 ; x < cuSize; x++){
>> -            homo += abs(int(bestMode.fencYuv->m_buf[0][y * cuSize + x] -
>> mean));
>> -        }
>> +    else
>> +    {
>> +        int blockType = bestMode.cu.m_log2CUSize[0] - 2;
>> +        int shift = bestMode.cu.m_log2CUSize[0] * 2;
>> +        intptr_t stride = m_frame->m_fencPic->m_stride;
>> +        intptr_t blockOffsetLuma = bestMode.cu.m_cuPelX +
>> bestMode.cu.m_cuPelY * stride;
>> +        uint64_t sum_ss = primitives.cu[blockType].var(m_frame->m_edgeBitPic
>> + blockOffsetLuma, stride);
>> +        uint32_t sum = (uint32_t)sum_ss;
>> +        uint32_t ss = (uint32_t)(sum_ss >> 32);
>> +        uint32_t pixelCount = 1 << shift;
>> +        double cuEdgeVariance = (ss - ((double)sum * sum / pixelCount))
>> / pixelCount;
>> +
>> +        if (cuEdgeVariance > (double)m_param->edgeThreshold)
>> +            return false;
>> +        else
>> +            return true;
>>      }
>> -    homo = homo / (cuSize * cuSize);
>> -
>> -    if (homo < (.1 * mean))
>> -        return true;
>> -
>> -    return false;
>> -}
>> + }
>>
>>  uint32_t Analysis::calculateCUVariance(const CUData& ctu, const CUGeom&
>> cuGeom)
>>  {
>> @@ -3570,7 +3603,6 @@
>>              cnt++;
>>          }
>>      }
>> -
>>      return cuVariance / cnt;
>>  }
>>
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/analysis.h
>> --- a/source/encoder/analysis.h Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/analysis.h Wed Jan 29 12:19:07 2020 +0530
>> @@ -52,7 +52,7 @@
>>          splitRefs = 0;
>>          mvCost[0] = 0; // L0
>>          mvCost[1] = 0; // L1
>> -        sa8dCost    = 0;
>> +        sa8dCost  = 0;
>>      }
>>  };
>>
>> @@ -120,7 +120,6 @@
>>
>>      Mode& compressCTU(CUData& ctu, Frame& frame, const CUGeom& cuGeom,
>> const Entropy& initialContext);
>>      int32_t loadTUDepth(CUGeom cuGeom, CUData parentCTU);
>> -
>>  protected:
>>      /* Analysis data for save/load mode, writes/reads data based on
>> absPartIdx */
>>      x265_analysis_inter_data*  m_reuseInterDataCTU;
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/encoder.cpp
>> --- a/source/encoder/encoder.cpp        Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/encoder.cpp        Wed Jan 29 12:19:07 2020 +0530
>> @@ -1343,9 +1343,9 @@
>>      int32_t numBytes = m_param->sourceBitDepth > 8 ? 2 : 1;
>>      memset(m_edgePic, 0, bufSize * numBytes);
>>
>> -    if (!computeEdge(m_edgePic, src, NULL, pic->width, pic->height,
>> pic->width, false))
>> -    {
>> -        x265_log(m_param, X265_LOG_ERROR, "Failed edge computation!");
>> +    if (!computeEdge(m_edgePic, src, NULL, pic->width, pic->height,
>> pic->width, false, 1))
>> +    {
>> +        x265_log(m_param, X265_LOG_ERROR, "Failed to compute edge!");
>>          return false;
>>      }
>>
>> @@ -1660,6 +1660,12 @@
>>                          }
>>                      }
>>                  }
>> +                if (m_param->bEnableRecursionSkip >= EDGE_BASED_RSKIP &&
>> m_param->bHistBasedSceneCut)
>> +                {
>> +                    pixel* src = m_edgePic;
>> +                    primitives.planecopy_pp_shr(src,
>> inFrame->m_fencPic->m_picWidth, inFrame->m_edgeBitPic,
>> inFrame->m_fencPic->m_stride,
>> +                        inFrame->m_fencPic->m_picWidth,
>> inFrame->m_fencPic->m_picHeight, 0);
>> +                }
>>              }
>>              else
>>              {
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/frameencoder.cpp
>> --- a/source/encoder/frameencoder.cpp   Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/frameencoder.cpp   Wed Jan 29 12:19:07 2020 +0530
>> @@ -130,7 +130,7 @@
>>          {
>>              rowSum += sliceGroupSizeAccu;
>>              m_sliceBaseRow[++sidx] = i;
>> -        }
>> +        }
>>      }
>>      X265_CHECK(sidx < m_param->maxSlices, "sliceID check failed!");
>>      m_sliceBaseRow[0] = 0;
>> @@ -268,6 +268,19 @@
>>      curFrame->m_encData->m_jobProvider = this;
>>      curFrame->m_encData->m_slice->m_mref = m_mref;
>>
>> +    if (!m_param->bHistBasedSceneCut && m_param->rc.aqMode !=
>> X265_AQ_EDGE && m_param->bEnableRecursionSkip >= EDGE_BASED_RSKIP)
>> +    {
>> +        int height = curFrame->m_fencPic->m_picHeight;
>> +        int width = curFrame->m_fencPic->m_picWidth;
>> +        intptr_t stride = curFrame->m_fencPic->m_stride;
>> +
>> +        if (!computeEdge(curFrame->m_edgeBitPic,
>> curFrame->m_fencPic->m_picOrg[0], NULL, stride, height, width, false, 1))
>> +        {
>> +            x265_log(m_param, X265_LOG_ERROR, " Failed to compute edge
>> !");
>> +            return false;
>> +        }
>> +    }
>> +
>>      if (!m_cuGeoms)
>>      {
>>          if (!initializeGeoms())
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/slicetype.cpp
>> --- a/source/encoder/slicetype.cpp      Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/slicetype.cpp      Wed Jan 29 12:19:07 2020 +0530
>> @@ -87,7 +87,7 @@
>>
>>  namespace X265_NS {
>>
>> -bool computeEdge(pixel *edgePic, pixel *refPic, pixel *edgeTheta,
>> intptr_t stride, int height, int width, bool bcalcTheta)
>> +bool computeEdge(pixel* edgePic, pixel* refPic, pixel* edgeTheta,
>> intptr_t stride, int height, int width, bool bcalcTheta, pixel whitePixel)
>>  {
>>      intptr_t rowOne = 0, rowTwo = 0, rowThree = 0, colOne = 0, colTwo =
>> 0, colThree = 0;
>>      intptr_t middle = 0, topLeft = 0, topRight = 0, bottomLeft = 0,
>> bottomRight = 0;
>> @@ -141,7 +141,7 @@
>>                         theta = 180 + theta;
>>                      edgeTheta[middle] = (pixel)theta;
>>                  }
>> -                edgePic[middle] = (pixel)(gradientMagnitude >=
>> edgeThreshold ? edgeThreshold : blackPixel);
>> +                edgePic[middle] = (pixel)(gradientMagnitude >=
>> EDGE_THRESHOLD ? whitePixel : blackPixel);
>>              }
>>          }
>>          return true;
>> @@ -519,6 +519,13 @@
>>                  if (param->rc.aqMode == X265_AQ_EDGE)
>>                      edgeFilter(curFrame, param);
>>
>> +                if (param->rc.aqMode == X265_AQ_EDGE &&
>> !param->bHistBasedSceneCut && param->bEnableRecursionSkip >=
>> EDGE_BASED_RSKIP)
>> +                {
>> +                    pixel* src = curFrame->m_edgePic +
>> curFrame->m_fencPic->m_lumaMarginY * curFrame->m_fencPic->m_stride +
>> curFrame->m_fencPic->m_lumaMarginX;
>> +                    primitives.planecopy_pp_shr(src,
>> curFrame->m_fencPic->m_stride, curFrame->m_edgeBitPic,
>> +                        curFrame->m_fencPic->m_stride,
>> curFrame->m_fencPic->m_picWidth, curFrame->m_fencPic->m_picHeight,
>> SHIFT_TO_BITPLANE);
>> +                }
>> +
>>                  if (param->rc.aqMode == X265_AQ_AUTO_VARIANCE ||
>> param->rc.aqMode == X265_AQ_AUTO_VARIANCE_BIASED || param->rc.aqMode ==
>> X265_AQ_EDGE)
>>                  {
>>                      double bit_depth_correction = 1.f / (1 << (2 *
>> (X265_DEPTH - 8)));
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/encoder/slicetype.h
>> --- a/source/encoder/slicetype.h        Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/encoder/slicetype.h        Wed Jan 29 12:19:07 2020 +0530
>> @@ -44,9 +44,9 @@
>>  #define EDGE_INCLINATION 45
>>
>>  #if HIGH_BIT_DEPTH
>> -#define edgeThreshold 1023.0
>> +#define EDGE_THRESHOLD 1023.0
>>  #else
>> -#define edgeThreshold 255.0
>> +#define EDGE_THRESHOLD 255.0
>>  #endif
>>  #define PI 3.14159265
>>
>> @@ -101,7 +101,7 @@
>>  protected:
>>
>>      uint32_t acEnergyCu(Frame* curFrame, uint32_t blockX, uint32_t
>> blockY, int csp, uint32_t qgSize);
>> -    uint32_t edgeDensityCu(Frame*curFrame, uint32_t &avgAngle, uint32_t
>> blockX, uint32_t blockY, uint32_t qgSize);
>> +    uint32_t edgeDensityCu(Frame* curFrame, uint32_t &avgAngle, uint32_t
>> blockX, uint32_t blockY, uint32_t qgSize);
>>      uint32_t lumaSumCu(Frame* curFrame, uint32_t blockX, uint32_t
>> blockY, uint32_t qgSize);
>>      uint32_t weightCostLuma(Lowres& fenc, Lowres& ref, WeightParam& wp);
>>      bool     allocWeightedRef(Lowres& fenc);
>> @@ -265,7 +265,6 @@
>>      CostEstimateGroup& operator=(const CostEstimateGroup&);
>>  };
>>
>> -bool computeEdge(pixel *edgePic, pixel *refPic, pixel *edgeTheta,
>> intptr_t stride, int height, int width, bool bcalcTheta);
>> -
>> +bool computeEdge(pixel* edgePic, pixel* refPic, pixel* edgeTheta,
>> intptr_t stride, int height, int width, bool bcalcTheta, pixel whitePixel =
>> EDGE_THRESHOLD);
>>  }
>>  #endif // ifndef X265_SLICETYPE_H
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/test/regression-tests.txt
>> --- a/source/test/regression-tests.txt  Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/test/regression-tests.txt  Wed Jan 29 12:19:07 2020 +0530
>> @@ -162,7 +162,11 @@
>>  sintel_trailer_2k_1920x1080_24.yuv, --preset medium --hist-scenecut
>> --hist-threshold 0.02 --frame-dup --dup-threshold 60 --hrd --bitrate 10000
>> --vbv-bufsize 15000 --vbv-maxrate 12000
>>  sintel_trailer_2k_1920x1080_24.yuv, --preset medium --hist-scenecut
>> --hist-threshold 0.02
>>  sintel_trailer_2k_1920x1080_24.yuv, --preset ultrafast --hist-scenecut
>> --hist-threshold 0.02
>> -
>> +crowd_run_1080p50.yuv, --preset faster --ctu 32 --rskip 2
>> --edge-threshold 5
>> +crowd_run_1080p50.yuv, --preset fast --ctu 64 --rskip 2 --edge-threshold
>> 5 --aq-mode 4
>> +crowd_run_1080p50.yuv, --preset slow --ctu 32 --rskip 2 --edge-threshold
>> 5 --hist-scenecut --hist-threshold 0.1
>> +crowd_run_1080p50.yuv, --preset slower --ctu 16 --rskip 2
>> --edge-threshold 5 --hist-scenecut --hist-threshold 0.1 --aq-mode 4
>> +
>>  # Main12 intraCost overflow bug test
>>  720p50_parkrun_ter.y4m,--preset medium
>>
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/x265.h
>> --- a/source/x265.h     Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/x265.h     Wed Jan 29 12:19:07 2020 +0530
>> @@ -1255,9 +1255,9 @@
>>       * skip blocks. Default is disabled */
>>      int       bEnableEarlySkip;
>>
>> -    /* Enable early CU size decisions to avoid recursing to higher
>> depths.
>> +    /* Enable early CU size decisions to avoid recursing to higher
>> depths.
>>       * Default is enabled */
>> -    int bEnableRecursionSkip;
>> +    int       bEnableRecursionSkip;
>>
>>      /* Use a faster search method to find the best intra mode. Default
>> is 0 */
>>      int       bEnableFastIntra;
>> @@ -1857,7 +1857,7 @@
>>      double    edgeTransitionThreshold;
>>
>>      /* Enables histogram based scenecut detection algorithm to detect
>> scenecuts. Default disabled */
>> -    int      bHistBasedSceneCut;
>> +    int       bHistBasedSceneCut;
>>
>>      /* Enable HME search ranges for L0, L1 and L2 respectively. */
>>      int       hmeRange[3];
>> @@ -1874,7 +1874,7 @@
>>      * analysis information stored in analysis-save. Higher the refine
>> level higher
>>      * the information stored. Default is 5 */
>>      int       analysisSaveReuseLevel;
>> -
>> +
>>      /* A value between 1 and 10 (both inclusive) determines the level of
>>      * analysis information reused in analysis-load. Higher the refine
>> level higher
>>      * the information reused. Default is 5 */
>> @@ -1901,6 +1901,9 @@
>>      * info is available from the corresponding analysis-save. */
>>
>>      int      confWinBottomOffset;
>> +
>> +    /* Edge variance threshold for quad tree establishment. */
>> +    float    edgeThreshold;
>>  } x265_param;
>>
>>  /* x265_param_alloc:
>> diff -r fdbd4e4a2aff -r 30d303b38c7b source/x265cli.h
>> --- a/source/x265cli.h  Sat Jan 25 18:08:03 2020 +0530
>> +++ b/source/x265cli.h  Wed Jan 29 12:19:07 2020 +0530
>> @@ -105,8 +105,8 @@
>>      { "amp",                  no_argument, NULL, 0 },
>>      { "no-early-skip",        no_argument, NULL, 0 },
>>      { "early-skip",           no_argument, NULL, 0 },
>> -    { "no-rskip",             no_argument, NULL, 0 },
>> -    { "rskip",                no_argument, NULL, 0 },
>> +    { "rskip",                required_argument, NULL, 0 },
>> +    { "edge-threshold",       required_argument, NULL, 0 },
>>      { "no-fast-cbf",          no_argument, NULL, 0 },
>>      { "fast-cbf",             no_argument, NULL, 0 },
>>      { "no-tskip",             no_argument, NULL, 0 },
>> @@ -457,7 +457,9 @@
>>      H0("   --[no-]ssim-rd                Enable ssim rate distortion
>> optimization, 0 to disable. Default %s\n", OPT(param->bSsimRd));
>>      H0("   --[no-]rd-refine              Enable QP based RD refinement
>> for rd levels 5 and 6. Default %s\n", OPT(param->bEnableRdRefine));
>>      H0("   --[no-]early-skip             Enable early SKIP detection.
>> Default %s\n", OPT(param->bEnableEarlySkip));
>> -    H0("   --[no-]rskip                  Enable early exit from
>> recursion. Default %s\n", OPT(param->bEnableRecursionSkip));
>> +    H0("   --rskip <mode>                Set mode for early exit from
>> recursion. Mode 1: exit using rdcost. Mode 2: exit using edge density. Mode
>> 3: exit using edge density with forceful skip for small sized CU's."
>> +       "                                 Mode 0: disabled. Default
>> %s\n", OPT(param->bEnableRecursionSkip));
>> +    H1("   --edge-threshold              Threshold in terms of
>> percentage for minimum edge density in CUs to terminate the recursion
>> depth. Applicable only for rskip modes 2 and 3. Default %s\n",
>> OPT(param->edgeThreshold));
>>      H1("   --[no-]tskip-fast             Enable fast intra transform
>> skipping. Default %s\n", OPT(param->bEnableTSkipFast));
>>      H1("   --[no-]splitrd-skip           Enable skipping split RD
>> analysis when sum of split CU rdCost larger than one split CU rdCost for
>> Intra CU. Default %s\n", OPT(param->bEnableSplitRdSkip));
>>      H1("   --nr-intra <integer>          An integer value in range of 0
>> to 2000, which denotes strength of noise reduction in intra CUs. Default
>> 0\n");
>> _______________________________________________
>> x265-devel mailing list
>> x265-devel at videolan.org
>> https://mailman.videolan.org/listinfo/x265-devel
>>
>
>
> --
> Regards,
> Kavitha
> _______________________________________________
> x265-devel mailing list
> x265-devel at videolan.org
> https://mailman.videolan.org/listinfo/x265-devel
>


-- 
*With Regards,*
*Srikanth Kurapati.*
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