441 lines
13 KiB
C++
441 lines
13 KiB
C++
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/*
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* Copyright 2011 The LibYuv Project Authors. All rights reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include "libyuv/compare.h"
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#include <float.h>
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#include <math.h>
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#ifdef _OPENMP
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#include <omp.h>
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#endif
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#include "libyuv/basic_types.h"
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#include "libyuv/compare_row.h"
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#include "libyuv/cpu_id.h"
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#include "libyuv/row.h"
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#include "libyuv/video_common.h"
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#ifdef __cplusplus
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namespace libyuv {
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extern "C" {
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#endif
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// hash seed of 5381 recommended.
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LIBYUV_API
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uint32_t HashDjb2(const uint8_t* src, uint64_t count, uint32_t seed) {
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const int kBlockSize = 1 << 15; // 32768;
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int remainder;
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uint32_t (*HashDjb2_SSE)(const uint8_t* src, int count, uint32_t seed) =
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HashDjb2_C;
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#if defined(HAS_HASHDJB2_SSE41)
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if (TestCpuFlag(kCpuHasSSE41)) {
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HashDjb2_SSE = HashDjb2_SSE41;
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}
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#endif
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#if defined(HAS_HASHDJB2_AVX2)
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if (TestCpuFlag(kCpuHasAVX2)) {
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HashDjb2_SSE = HashDjb2_AVX2;
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}
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#endif
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while (count >= (uint64_t)(kBlockSize)) {
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seed = HashDjb2_SSE(src, kBlockSize, seed);
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src += kBlockSize;
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count -= kBlockSize;
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}
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remainder = (int)count & ~15;
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if (remainder) {
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seed = HashDjb2_SSE(src, remainder, seed);
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src += remainder;
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count -= remainder;
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}
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remainder = (int)count & 15;
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if (remainder) {
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seed = HashDjb2_C(src, remainder, seed);
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}
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return seed;
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}
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static uint32_t ARGBDetectRow_C(const uint8_t* argb, int width) {
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int x;
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for (x = 0; x < width - 1; x += 2) {
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if (argb[0] != 255) { // First byte is not Alpha of 255, so not ARGB.
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return FOURCC_BGRA;
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}
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if (argb[3] != 255) { // Fourth byte is not Alpha of 255, so not BGRA.
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return FOURCC_ARGB;
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}
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if (argb[4] != 255) { // Second pixel first byte is not Alpha of 255.
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return FOURCC_BGRA;
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}
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if (argb[7] != 255) { // Second pixel fourth byte is not Alpha of 255.
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return FOURCC_ARGB;
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}
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argb += 8;
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}
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if (width & 1) {
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if (argb[0] != 255) { // First byte is not Alpha of 255, so not ARGB.
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return FOURCC_BGRA;
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}
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if (argb[3] != 255) { // 4th byte is not Alpha of 255, so not BGRA.
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return FOURCC_ARGB;
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}
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}
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return 0;
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}
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// Scan an opaque argb image and return fourcc based on alpha offset.
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// Returns FOURCC_ARGB, FOURCC_BGRA, or 0 if unknown.
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LIBYUV_API
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uint32_t ARGBDetect(const uint8_t* argb,
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int stride_argb,
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int width,
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int height) {
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uint32_t fourcc = 0;
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int h;
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// Coalesce rows.
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if (stride_argb == width * 4) {
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width *= height;
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height = 1;
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stride_argb = 0;
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}
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for (h = 0; h < height && fourcc == 0; ++h) {
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fourcc = ARGBDetectRow_C(argb, width);
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argb += stride_argb;
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}
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return fourcc;
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}
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// NEON version accumulates in 16 bit shorts which overflow at 65536 bytes.
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// So actual maximum is 1 less loop, which is 64436 - 32 bytes.
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LIBYUV_API
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uint64_t ComputeHammingDistance(const uint8_t* src_a,
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const uint8_t* src_b,
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int count) {
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const int kBlockSize = 1 << 15; // 32768;
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const int kSimdSize = 64;
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// SIMD for multiple of 64, and C for remainder
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int remainder = count & (kBlockSize - 1) & ~(kSimdSize - 1);
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uint64_t diff = 0;
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int i;
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uint32_t (*HammingDistance)(const uint8_t* src_a, const uint8_t* src_b,
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int count) = HammingDistance_C;
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#if defined(HAS_HAMMINGDISTANCE_NEON)
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if (TestCpuFlag(kCpuHasNEON)) {
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HammingDistance = HammingDistance_NEON;
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}
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#endif
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#if defined(HAS_HAMMINGDISTANCE_SSSE3)
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if (TestCpuFlag(kCpuHasSSSE3)) {
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HammingDistance = HammingDistance_SSSE3;
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}
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#endif
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#if defined(HAS_HAMMINGDISTANCE_SSE42)
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if (TestCpuFlag(kCpuHasSSE42)) {
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HammingDistance = HammingDistance_SSE42;
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}
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#endif
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#if defined(HAS_HAMMINGDISTANCE_AVX2)
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if (TestCpuFlag(kCpuHasAVX2)) {
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HammingDistance = HammingDistance_AVX2;
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}
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#endif
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#if defined(HAS_HAMMINGDISTANCE_MSA)
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if (TestCpuFlag(kCpuHasMSA)) {
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HammingDistance = HammingDistance_MSA;
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}
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#endif
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#if defined(HAS_HAMMINGDISTANCE_MMI)
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if (TestCpuFlag(kCpuHasMMI)) {
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HammingDistance = HammingDistance_MMI;
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}
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#endif
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#ifdef _OPENMP
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#pragma omp parallel for reduction(+ : diff)
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#endif
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for (i = 0; i < (count - (kBlockSize - 1)); i += kBlockSize) {
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diff += HammingDistance(src_a + i, src_b + i, kBlockSize);
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}
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src_a += count & ~(kBlockSize - 1);
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src_b += count & ~(kBlockSize - 1);
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if (remainder) {
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diff += HammingDistance(src_a, src_b, remainder);
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src_a += remainder;
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src_b += remainder;
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}
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remainder = count & (kSimdSize - 1);
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if (remainder) {
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diff += HammingDistance_C(src_a, src_b, remainder);
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}
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return diff;
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}
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// TODO(fbarchard): Refactor into row function.
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LIBYUV_API
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uint64_t ComputeSumSquareError(const uint8_t* src_a,
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const uint8_t* src_b,
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int count) {
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// SumSquareError returns values 0 to 65535 for each squared difference.
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// Up to 65536 of those can be summed and remain within a uint32_t.
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// After each block of 65536 pixels, accumulate into a uint64_t.
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const int kBlockSize = 65536;
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int remainder = count & (kBlockSize - 1) & ~31;
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uint64_t sse = 0;
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int i;
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uint32_t (*SumSquareError)(const uint8_t* src_a, const uint8_t* src_b,
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int count) = SumSquareError_C;
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#if defined(HAS_SUMSQUAREERROR_NEON)
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if (TestCpuFlag(kCpuHasNEON)) {
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SumSquareError = SumSquareError_NEON;
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}
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#endif
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#if defined(HAS_SUMSQUAREERROR_SSE2)
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if (TestCpuFlag(kCpuHasSSE2)) {
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// Note only used for multiples of 16 so count is not checked.
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SumSquareError = SumSquareError_SSE2;
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}
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#endif
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#if defined(HAS_SUMSQUAREERROR_AVX2)
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if (TestCpuFlag(kCpuHasAVX2)) {
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// Note only used for multiples of 32 so count is not checked.
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SumSquareError = SumSquareError_AVX2;
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}
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#endif
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#if defined(HAS_SUMSQUAREERROR_MSA)
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if (TestCpuFlag(kCpuHasMSA)) {
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SumSquareError = SumSquareError_MSA;
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}
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#endif
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#if defined(HAS_SUMSQUAREERROR_MMI)
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if (TestCpuFlag(kCpuHasMMI)) {
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SumSquareError = SumSquareError_MMI;
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}
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#endif
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#ifdef _OPENMP
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#pragma omp parallel for reduction(+ : sse)
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#endif
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for (i = 0; i < (count - (kBlockSize - 1)); i += kBlockSize) {
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sse += SumSquareError(src_a + i, src_b + i, kBlockSize);
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}
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src_a += count & ~(kBlockSize - 1);
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src_b += count & ~(kBlockSize - 1);
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if (remainder) {
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sse += SumSquareError(src_a, src_b, remainder);
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src_a += remainder;
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src_b += remainder;
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}
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remainder = count & 31;
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if (remainder) {
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sse += SumSquareError_C(src_a, src_b, remainder);
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}
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return sse;
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}
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LIBYUV_API
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uint64_t ComputeSumSquareErrorPlane(const uint8_t* src_a,
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int stride_a,
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const uint8_t* src_b,
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int stride_b,
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int width,
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int height) {
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uint64_t sse = 0;
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int h;
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// Coalesce rows.
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if (stride_a == width && stride_b == width) {
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width *= height;
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height = 1;
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stride_a = stride_b = 0;
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}
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for (h = 0; h < height; ++h) {
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sse += ComputeSumSquareError(src_a, src_b, width);
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src_a += stride_a;
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src_b += stride_b;
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}
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return sse;
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}
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LIBYUV_API
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double SumSquareErrorToPsnr(uint64_t sse, uint64_t count) {
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double psnr;
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if (sse > 0) {
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double mse = (double)count / (double)sse;
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psnr = 10.0 * log10(255.0 * 255.0 * mse);
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} else {
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psnr = kMaxPsnr; // Limit to prevent divide by 0
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}
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if (psnr > kMaxPsnr) {
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psnr = kMaxPsnr;
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}
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return psnr;
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}
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LIBYUV_API
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double CalcFramePsnr(const uint8_t* src_a,
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int stride_a,
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const uint8_t* src_b,
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int stride_b,
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int width,
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int height) {
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const uint64_t samples = (uint64_t)width * (uint64_t)height;
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const uint64_t sse = ComputeSumSquareErrorPlane(src_a, stride_a, src_b,
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stride_b, width, height);
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return SumSquareErrorToPsnr(sse, samples);
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}
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LIBYUV_API
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double I420Psnr(const uint8_t* src_y_a,
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int stride_y_a,
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const uint8_t* src_u_a,
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int stride_u_a,
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const uint8_t* src_v_a,
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int stride_v_a,
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const uint8_t* src_y_b,
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int stride_y_b,
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const uint8_t* src_u_b,
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int stride_u_b,
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const uint8_t* src_v_b,
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int stride_v_b,
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int width,
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int height) {
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const uint64_t sse_y = ComputeSumSquareErrorPlane(
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src_y_a, stride_y_a, src_y_b, stride_y_b, width, height);
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const int width_uv = (width + 1) >> 1;
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const int height_uv = (height + 1) >> 1;
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const uint64_t sse_u = ComputeSumSquareErrorPlane(
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src_u_a, stride_u_a, src_u_b, stride_u_b, width_uv, height_uv);
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const uint64_t sse_v = ComputeSumSquareErrorPlane(
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src_v_a, stride_v_a, src_v_b, stride_v_b, width_uv, height_uv);
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const uint64_t samples = (uint64_t)width * (uint64_t)height +
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2 * ((uint64_t)width_uv * (uint64_t)height_uv);
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const uint64_t sse = sse_y + sse_u + sse_v;
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return SumSquareErrorToPsnr(sse, samples);
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}
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static const int64_t cc1 = 26634; // (64^2*(.01*255)^2
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static const int64_t cc2 = 239708; // (64^2*(.03*255)^2
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static double Ssim8x8_C(const uint8_t* src_a,
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int stride_a,
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const uint8_t* src_b,
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int stride_b) {
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int64_t sum_a = 0;
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int64_t sum_b = 0;
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int64_t sum_sq_a = 0;
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int64_t sum_sq_b = 0;
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int64_t sum_axb = 0;
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int i;
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for (i = 0; i < 8; ++i) {
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int j;
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for (j = 0; j < 8; ++j) {
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sum_a += src_a[j];
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sum_b += src_b[j];
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sum_sq_a += src_a[j] * src_a[j];
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sum_sq_b += src_b[j] * src_b[j];
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sum_axb += src_a[j] * src_b[j];
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}
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src_a += stride_a;
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src_b += stride_b;
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}
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||
|
|
{
|
||
|
|
const int64_t count = 64;
|
||
|
|
// scale the constants by number of pixels
|
||
|
|
const int64_t c1 = (cc1 * count * count) >> 12;
|
||
|
|
const int64_t c2 = (cc2 * count * count) >> 12;
|
||
|
|
|
||
|
|
const int64_t sum_a_x_sum_b = sum_a * sum_b;
|
||
|
|
|
||
|
|
const int64_t ssim_n = (2 * sum_a_x_sum_b + c1) *
|
||
|
|
(2 * count * sum_axb - 2 * sum_a_x_sum_b + c2);
|
||
|
|
|
||
|
|
const int64_t sum_a_sq = sum_a * sum_a;
|
||
|
|
const int64_t sum_b_sq = sum_b * sum_b;
|
||
|
|
|
||
|
|
const int64_t ssim_d =
|
||
|
|
(sum_a_sq + sum_b_sq + c1) *
|
||
|
|
(count * sum_sq_a - sum_a_sq + count * sum_sq_b - sum_b_sq + c2);
|
||
|
|
|
||
|
|
if (ssim_d == 0.0) {
|
||
|
|
return DBL_MAX;
|
||
|
|
}
|
||
|
|
return ssim_n * 1.0 / ssim_d;
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
// We are using a 8x8 moving window with starting location of each 8x8 window
|
||
|
|
// on the 4x4 pixel grid. Such arrangement allows the windows to overlap
|
||
|
|
// block boundaries to penalize blocking artifacts.
|
||
|
|
LIBYUV_API
|
||
|
|
double CalcFrameSsim(const uint8_t* src_a,
|
||
|
|
int stride_a,
|
||
|
|
const uint8_t* src_b,
|
||
|
|
int stride_b,
|
||
|
|
int width,
|
||
|
|
int height) {
|
||
|
|
int samples = 0;
|
||
|
|
double ssim_total = 0;
|
||
|
|
double (*Ssim8x8)(const uint8_t* src_a, int stride_a, const uint8_t* src_b,
|
||
|
|
int stride_b) = Ssim8x8_C;
|
||
|
|
|
||
|
|
// sample point start with each 4x4 location
|
||
|
|
int i;
|
||
|
|
for (i = 0; i < height - 8; i += 4) {
|
||
|
|
int j;
|
||
|
|
for (j = 0; j < width - 8; j += 4) {
|
||
|
|
ssim_total += Ssim8x8(src_a + j, stride_a, src_b + j, stride_b);
|
||
|
|
samples++;
|
||
|
|
}
|
||
|
|
|
||
|
|
src_a += stride_a * 4;
|
||
|
|
src_b += stride_b * 4;
|
||
|
|
}
|
||
|
|
|
||
|
|
ssim_total /= samples;
|
||
|
|
return ssim_total;
|
||
|
|
}
|
||
|
|
|
||
|
|
LIBYUV_API
|
||
|
|
double I420Ssim(const uint8_t* src_y_a,
|
||
|
|
int stride_y_a,
|
||
|
|
const uint8_t* src_u_a,
|
||
|
|
int stride_u_a,
|
||
|
|
const uint8_t* src_v_a,
|
||
|
|
int stride_v_a,
|
||
|
|
const uint8_t* src_y_b,
|
||
|
|
int stride_y_b,
|
||
|
|
const uint8_t* src_u_b,
|
||
|
|
int stride_u_b,
|
||
|
|
const uint8_t* src_v_b,
|
||
|
|
int stride_v_b,
|
||
|
|
int width,
|
||
|
|
int height) {
|
||
|
|
const double ssim_y =
|
||
|
|
CalcFrameSsim(src_y_a, stride_y_a, src_y_b, stride_y_b, width, height);
|
||
|
|
const int width_uv = (width + 1) >> 1;
|
||
|
|
const int height_uv = (height + 1) >> 1;
|
||
|
|
const double ssim_u = CalcFrameSsim(src_u_a, stride_u_a, src_u_b, stride_u_b,
|
||
|
|
width_uv, height_uv);
|
||
|
|
const double ssim_v = CalcFrameSsim(src_v_a, stride_v_a, src_v_b, stride_v_b,
|
||
|
|
width_uv, height_uv);
|
||
|
|
return ssim_y * 0.8 + 0.1 * (ssim_u + ssim_v);
|
||
|
|
}
|
||
|
|
|
||
|
|
#ifdef __cplusplus
|
||
|
|
} // extern "C"
|
||
|
|
} // namespace libyuv
|
||
|
|
#endif
|