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synced 2024-12-27 22:28:22 +01:00
move some SSIM-accumulation function for dsp/
This is in preparation for some SSE2 code. And generally speaking, the whole SSIM code needs some revamp: we're not averaging the SSIM value at each pixels but just computing the overall SSIM value once, for the whole plane. The former might be better than the latter. Change-Id: I935784a917f84a18ef08dc5ec9a7b528abea46a5
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@ -215,6 +215,35 @@ extern VP8GetResidualCostFunc VP8GetResidualCost;
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// must be called before anything using the above
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void VP8EncDspCostInit(void);
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//------------------------------------------------------------------------------
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// SSIM utils
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// struct for accumulating statistical moments
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typedef struct {
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double w; // sum(w_i) : sum of weights
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double xm, ym; // sum(w_i * x_i), sum(w_i * y_i)
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double xxm, xym, yym; // sum(w_i * x_i * x_i), etc.
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} VP8DistoStats;
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#define VP8_SSIM_KERNEL 3 // total size of the kernel: 2 * VP8_SSIM_KERNEL + 1
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typedef void (*VP8SSIMAccumulateClippedFunc)(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int xo, int yo, // center position
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int W, int H, // plane dimension
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VP8DistoStats* const stats);
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// This version is called with the guarantee that you can load 8 bytes and
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// 8 rows at offset src1 and src2
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typedef void (*VP8SSIMAccumulateFunc)(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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VP8DistoStats* const stats);
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VP8SSIMAccumulateFunc VP8SSIMAccumulate; // unclipped / unchecked
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VP8SSIMAccumulateClippedFunc VP8SSIMAccumulateClipped; // with clipping
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// must be called before using any of the above directly
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void VP8SSIMDspInit(void);
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//------------------------------------------------------------------------------
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// Decoding
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@ -702,6 +702,68 @@ static void Copy16x8(const uint8_t* src, uint8_t* dst) {
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Copy(src, dst, 16, 8);
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}
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//------------------------------------------------------------------------------
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static void SSIMAccumulateClipped(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int xo, int yo, int W, int H,
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VP8DistoStats* const stats) {
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const int ymin = (yo - VP8_SSIM_KERNEL < 0) ? 0 : yo - VP8_SSIM_KERNEL;
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const int ymax = (yo + VP8_SSIM_KERNEL > H - 1) ? H - 1
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: yo + VP8_SSIM_KERNEL;
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const int xmin = (xo - VP8_SSIM_KERNEL < 0) ? 0 : xo - VP8_SSIM_KERNEL;
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const int xmax = (xo + VP8_SSIM_KERNEL > W - 1) ? W - 1
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: xo + VP8_SSIM_KERNEL;
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int x, y;
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src1 += ymin * stride1;
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src2 += ymin * stride2;
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for (y = ymin; y <= ymax; ++y, src1 += stride1, src2 += stride2) {
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for (x = xmin; x <= xmax; ++x) {
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const int s1 = src1[x];
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const int s2 = src2[x];
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stats->w += 1;
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stats->xm += s1;
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stats->ym += s2;
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stats->xxm += s1 * s1;
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stats->xym += s1 * s2;
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stats->yym += s2 * s2;
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}
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}
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}
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static void SSIMAccumulate(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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VP8DistoStats* const stats) {
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int x, y;
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for (y = 0; y <= 2 * VP8_SSIM_KERNEL; ++y, src1 += stride1, src2 += stride2) {
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for (x = 0; x <= 2 * VP8_SSIM_KERNEL; ++x) {
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const int s1 = src1[x];
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const int s2 = src2[x];
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stats->w += 1;
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stats->xm += s1;
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stats->ym += s2;
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stats->xxm += s1 * s1;
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stats->xym += s1 * s2;
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stats->yym += s2 * s2;
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}
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}
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}
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VP8SSIMAccumulateFunc VP8SSIMAccumulate;
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VP8SSIMAccumulateClippedFunc VP8SSIMAccumulateClipped;
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static volatile VP8CPUInfo ssim_last_cpuinfo_used =
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(VP8CPUInfo)&ssim_last_cpuinfo_used;
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WEBP_TSAN_IGNORE_FUNCTION void VP8SSIMDspInit(void) {
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if (ssim_last_cpuinfo_used == VP8GetCPUInfo) return;
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VP8SSIMAccumulate = SSIMAccumulate;
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VP8SSIMAccumulateClipped = SSIMAccumulateClipped;
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ssim_last_cpuinfo_used = VP8GetCPUInfo;
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}
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//------------------------------------------------------------------------------
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// Initialization
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@ -107,10 +107,9 @@ static void DoFilter(const VP8EncIterator* const it, int level) {
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//------------------------------------------------------------------------------
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// SSIM metric
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enum { KERNEL = 3 };
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static const double kMinValue = 1.e-10; // minimal threshold
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void VP8SSIMAddStats(const DistoStats* const src, DistoStats* const dst) {
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void VP8SSIMAddStats(const VP8DistoStats* const src, VP8DistoStats* const dst) {
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dst->w += src->w;
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dst->xm += src->xm;
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dst->ym += src->ym;
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@ -119,32 +118,7 @@ void VP8SSIMAddStats(const DistoStats* const src, DistoStats* const dst) {
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dst->yym += src->yym;
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}
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static void VP8SSIMAccumulate(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int xo, int yo, int W, int H,
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DistoStats* const stats) {
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const int ymin = (yo - KERNEL < 0) ? 0 : yo - KERNEL;
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const int ymax = (yo + KERNEL > H - 1) ? H - 1 : yo + KERNEL;
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const int xmin = (xo - KERNEL < 0) ? 0 : xo - KERNEL;
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const int xmax = (xo + KERNEL > W - 1) ? W - 1 : xo + KERNEL;
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int x, y;
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src1 += ymin * stride1;
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src2 += ymin * stride2;
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for (y = ymin; y <= ymax; ++y, src1 += stride1, src2 += stride2) {
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for (x = xmin; x <= xmax; ++x) {
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const int s1 = src1[x];
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const int s2 = src2[x];
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stats->w += 1;
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stats->xm += s1;
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stats->ym += s2;
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stats->xxm += s1 * s1;
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stats->xym += s1 * s2;
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stats->yym += s2 * s2;
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}
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}
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}
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double VP8SSIMGet(const DistoStats* const stats) {
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double VP8SSIMGet(const VP8DistoStats* const stats) {
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const double xmxm = stats->xm * stats->xm;
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const double ymym = stats->ym * stats->ym;
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const double xmym = stats->xm * stats->ym;
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@ -165,7 +139,7 @@ double VP8SSIMGet(const DistoStats* const stats) {
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return (fden != 0.) ? fnum / fden : kMinValue;
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}
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double VP8SSIMGetSquaredError(const DistoStats* const s) {
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double VP8SSIMGetSquaredError(const VP8DistoStats* const s) {
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if (s->w > 0.) {
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const double iw2 = 1. / (s->w * s->w);
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const double sxx = s->xxm * s->w - s->xm * s->xm;
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@ -177,33 +151,65 @@ double VP8SSIMGetSquaredError(const DistoStats* const s) {
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return kMinValue;
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}
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void VP8SSIMAccumulatePlane(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int W, int H, DistoStats* const stats) {
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int x, y;
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for (y = 0; y < H; ++y) {
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for (x = 0; x < W; ++x) {
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VP8SSIMAccumulate(src1, stride1, src2, stride2, x, y, W, H, stats);
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}
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#define LIMIT(A, M) ((A) > (M) ? (M) : (A))
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static void VP8SSIMAccumulateRow(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int y, int W, int H,
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VP8DistoStats* const stats) {
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int x = 0;
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const int w0 = LIMIT(VP8_SSIM_KERNEL, W);
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for (x = 0; x < w0; ++x) {
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VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats);
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}
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for (; x <= W - 8 + VP8_SSIM_KERNEL; ++x) {
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VP8SSIMAccumulate(
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src1 + (y - VP8_SSIM_KERNEL) * stride1 + (x - VP8_SSIM_KERNEL), stride1,
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src2 + (y - VP8_SSIM_KERNEL) * stride2 + (x - VP8_SSIM_KERNEL), stride2,
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stats);
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}
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for (; x < W; ++x) {
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VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats);
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}
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}
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void VP8SSIMAccumulatePlane(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int W, int H, VP8DistoStats* const stats) {
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int x, y;
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const int h0 = LIMIT(VP8_SSIM_KERNEL, H);
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const int h1 = LIMIT(VP8_SSIM_KERNEL, H - VP8_SSIM_KERNEL);
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for (y = 0; y < h0; ++y) {
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for (x = 0; x < W; ++x) {
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VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats);
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}
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}
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for (; y < h1; ++y) {
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VP8SSIMAccumulateRow(src1, stride1, src2, stride2, y, W, H, stats);
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}
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for (; y < H; ++y) {
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for (x = 0; x < W; ++x) {
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VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats);
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}
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}
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}
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#undef LIMIT
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static double GetMBSSIM(const uint8_t* yuv1, const uint8_t* yuv2) {
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int x, y;
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DistoStats s = { .0, .0, .0, .0, .0, .0 };
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VP8DistoStats s = { .0, .0, .0, .0, .0, .0 };
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// compute SSIM in a 10 x 10 window
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for (x = 3; x < 13; x++) {
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for (y = 3; y < 13; y++) {
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VP8SSIMAccumulate(yuv1 + Y_OFF_ENC, BPS, yuv2 + Y_OFF_ENC, BPS,
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for (y = VP8_SSIM_KERNEL; y < 16 - VP8_SSIM_KERNEL; y++) {
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for (x = VP8_SSIM_KERNEL; x < 16 - VP8_SSIM_KERNEL; x++) {
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VP8SSIMAccumulateClipped(yuv1 + Y_OFF_ENC, BPS, yuv2 + Y_OFF_ENC, BPS,
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x, y, 16, 16, &s);
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}
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}
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for (x = 1; x < 7; x++) {
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for (y = 1; y < 7; y++) {
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VP8SSIMAccumulate(yuv1 + U_OFF_ENC, BPS, yuv2 + U_OFF_ENC, BPS,
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VP8SSIMAccumulateClipped(yuv1 + U_OFF_ENC, BPS, yuv2 + U_OFF_ENC, BPS,
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x, y, 8, 8, &s);
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VP8SSIMAccumulate(yuv1 + V_OFF_ENC, BPS, yuv2 + V_OFF_ENC, BPS,
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VP8SSIMAccumulateClipped(yuv1 + V_OFF_ENC, BPS, yuv2 + V_OFF_ENC, BPS,
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x, y, 8, 8, &s);
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}
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}
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@ -222,6 +228,7 @@ void VP8InitFilter(VP8EncIterator* const it) {
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(*it->lf_stats_)[s][i] = 0;
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}
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}
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VP8SSIMDspInit();
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}
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}
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@ -27,7 +27,7 @@
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static void AccumulateLSIM(const uint8_t* src, int src_stride,
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const uint8_t* ref, int ref_stride,
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int w, int h, DistoStats* stats) {
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int w, int h, VP8DistoStats* stats) {
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int x, y;
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double total_sse = 0.;
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for (y = 0; y < h; ++y) {
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@ -71,11 +71,13 @@ static float GetPSNR(const double v) {
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int WebPPictureDistortion(const WebPPicture* src, const WebPPicture* ref,
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int type, float result[5]) {
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DistoStats stats[5];
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VP8DistoStats stats[5];
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int w, h;
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memset(stats, 0, sizeof(stats));
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VP8SSIMDspInit();
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if (src == NULL || ref == NULL ||
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src->width != ref->width || src->height != ref->height ||
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src->use_argb != ref->use_argb || result == NULL) {
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@ -473,17 +473,12 @@ int VP8EncFinishAlpha(VP8Encoder* const enc); // finalize compressed data
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int VP8EncDeleteAlpha(VP8Encoder* const enc); // delete compressed data
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// in filter.c
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// SSIM utils
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typedef struct {
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double w, xm, ym, xxm, xym, yym;
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} DistoStats;
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void VP8SSIMAddStats(const DistoStats* const src, DistoStats* const dst);
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void VP8SSIMAddStats(const VP8DistoStats* const src, VP8DistoStats* const dst);
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void VP8SSIMAccumulatePlane(const uint8_t* src1, int stride1,
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const uint8_t* src2, int stride2,
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int W, int H, DistoStats* const stats);
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double VP8SSIMGet(const DistoStats* const stats);
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double VP8SSIMGetSquaredError(const DistoStats* const stats);
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int W, int H, VP8DistoStats* const stats);
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double VP8SSIMGet(const VP8DistoStats* const stats);
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double VP8SSIMGetSquaredError(const VP8DistoStats* const stats);
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// autofilter
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void VP8InitFilter(VP8EncIterator* const it);
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