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Unified Diff: libvpx/source/libvpx/vp8/encoder/ssim.c

Issue 7624054: Revert r97185 "Update libvpx snapshot to v0.9.7-p1 (Cayuga)." (Closed) Base URL: svn://chrome-svn/chrome/trunk/deps/third_party
Patch Set: Created 9 years, 4 months ago
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Index: libvpx/source/libvpx/vp8/encoder/ssim.c
diff --git a/libvpx/source/libvpx/vp8/encoder/ssim.c b/libvpx/source/libvpx/vp8/encoder/ssim.c
index fea756f7b9cf790ee945ffc00de58373ed245112..64d67c6dd49ddc2763dee3256112796b6db84a87 100644
--- a/libvpx/source/libvpx/vp8/encoder/ssim.c
+++ b/libvpx/source/libvpx/vp8/encoder/ssim.c
@@ -18,6 +18,223 @@
#else
#define IF_RTCD(x) NULL
#endif
+// Google version of SSIM
+// SSIM
+#define KERNEL 3
+#define KERNEL_SIZE (2 * KERNEL + 1)
+
+typedef unsigned char uint8;
+typedef unsigned int uint32;
+
+static const int K[KERNEL_SIZE] =
+{
+ 1, 4, 11, 16, 11, 4, 1 // 16 * exp(-0.3 * i * i)
+};
+static const double ki_w = 1. / 2304.; // 1 / sum(i:0..6, j..6) K[i]*K[j]
+double get_ssimg(const uint8 *org, const uint8 *rec,
+ int xo, int yo, int W, int H,
+ const int stride1, const int stride2
+ )
+{
+ // TODO(skal): use summed tables
+ int y, x;
+
+ const int ymin = (yo - KERNEL < 0) ? 0 : yo - KERNEL;
+ const int ymax = (yo + KERNEL > H - 1) ? H - 1 : yo + KERNEL;
+ const int xmin = (xo - KERNEL < 0) ? 0 : xo - KERNEL;
+ const int xmax = (xo + KERNEL > W - 1) ? W - 1 : xo + KERNEL;
+ // worst case of accumulation is a weight of 48 = 16 + 2 * (11 + 4 + 1)
+ // with a diff of 255, squares. That would a max error of 0x8ee0900,
+ // which fits into 32 bits integers.
+ uint32 w = 0, xm = 0, ym = 0, xxm = 0, xym = 0, yym = 0;
+ org += ymin * stride1;
+ rec += ymin * stride2;
+
+ for (y = ymin; y <= ymax; ++y, org += stride1, rec += stride2)
+ {
+ const int Wy = K[KERNEL + y - yo];
+
+ for (x = xmin; x <= xmax; ++x)
+ {
+ const int Wxy = Wy * K[KERNEL + x - xo];
+ // TODO(skal): inlined assembly
+ w += Wxy;
+ xm += Wxy * org[x];
+ ym += Wxy * rec[x];
+ xxm += Wxy * org[x] * org[x];
+ xym += Wxy * org[x] * rec[x];
+ yym += Wxy * rec[x] * rec[x];
+ }
+ }
+
+ {
+ const double iw = 1. / w;
+ const double iwx = xm * iw;
+ const double iwy = ym * iw;
+ double sxx = xxm * iw - iwx * iwx;
+ double syy = yym * iw - iwy * iwy;
+
+ // small errors are possible, due to rounding. Clamp to zero.
+ if (sxx < 0.) sxx = 0.;
+
+ if (syy < 0.) syy = 0.;
+
+ {
+ const double sxsy = sqrt(sxx * syy);
+ const double sxy = xym * iw - iwx * iwy;
+ static const double C11 = (0.01 * 0.01) * (255 * 255);
+ static const double C22 = (0.03 * 0.03) * (255 * 255);
+ static const double C33 = (0.015 * 0.015) * (255 * 255);
+ const double l = (2. * iwx * iwy + C11) / (iwx * iwx + iwy * iwy + C11);
+ const double c = (2. * sxsy + C22) / (sxx + syy + C22);
+
+ const double s = (sxy + C33) / (sxsy + C33);
+ return l * c * s;
+
+ }
+ }
+
+}
+
+double get_ssimfull_kernelg(const uint8 *org, const uint8 *rec,
+ int xo, int yo, int W, int H,
+ const int stride1, const int stride2)
+{
+ // TODO(skal): use summed tables
+ // worst case of accumulation is a weight of 48 = 16 + 2 * (11 + 4 + 1)
+ // with a diff of 255, squares. That would a max error of 0x8ee0900,
+ // which fits into 32 bits integers.
+ int y_, x_;
+ uint32 xm = 0, ym = 0, xxm = 0, xym = 0, yym = 0;
+ org += (yo - KERNEL) * stride1;
+ org += (xo - KERNEL);
+ rec += (yo - KERNEL) * stride2;
+ rec += (xo - KERNEL);
+
+ for (y_ = 0; y_ < KERNEL_SIZE; ++y_, org += stride1, rec += stride2)
+ {
+ const int Wy = K[y_];
+
+ for (x_ = 0; x_ < KERNEL_SIZE; ++x_)
+ {
+ const int Wxy = Wy * K[x_];
+ // TODO(skal): inlined assembly
+ const int org_x = org[x_];
+ const int rec_x = rec[x_];
+ xm += Wxy * org_x;
+ ym += Wxy * rec_x;
+ xxm += Wxy * org_x * org_x;
+ xym += Wxy * org_x * rec_x;
+ yym += Wxy * rec_x * rec_x;
+ }
+ }
+
+ {
+ const double iw = ki_w;
+ const double iwx = xm * iw;
+ const double iwy = ym * iw;
+ double sxx = xxm * iw - iwx * iwx;
+ double syy = yym * iw - iwy * iwy;
+
+ // small errors are possible, due to rounding. Clamp to zero.
+ if (sxx < 0.) sxx = 0.;
+
+ if (syy < 0.) syy = 0.;
+
+ {
+ const double sxsy = sqrt(sxx * syy);
+ const double sxy = xym * iw - iwx * iwy;
+ static const double C11 = (0.01 * 0.01) * (255 * 255);
+ static const double C22 = (0.03 * 0.03) * (255 * 255);
+ static const double C33 = (0.015 * 0.015) * (255 * 255);
+ const double l = (2. * iwx * iwy + C11) / (iwx * iwx + iwy * iwy + C11);
+ const double c = (2. * sxsy + C22) / (sxx + syy + C22);
+ const double s = (sxy + C33) / (sxsy + C33);
+ return l * c * s;
+ }
+ }
+}
+
+double calc_ssimg(const uint8 *org, const uint8 *rec,
+ const int image_width, const int image_height,
+ const int stride1, const int stride2
+ )
+{
+ int j, i;
+ double SSIM = 0.;
+
+ for (j = 0; j < KERNEL; ++j)
+ {
+ for (i = 0; i < image_width; ++i)
+ {
+ SSIM += get_ssimg(org, rec, i, j, image_width, image_height, stride1, stride2);
+ }
+ }
+
+ for (j = KERNEL; j < image_height - KERNEL; ++j)
+ {
+ for (i = 0; i < KERNEL; ++i)
+ {
+ SSIM += get_ssimg(org, rec, i, j, image_width, image_height, stride1, stride2);
+ }
+
+ for (i = KERNEL; i < image_width - KERNEL; ++i)
+ {
+ SSIM += get_ssimfull_kernelg(org, rec, i, j,
+ image_width, image_height, stride1, stride2);
+ }
+
+ for (i = image_width - KERNEL; i < image_width; ++i)
+ {
+ SSIM += get_ssimg(org, rec, i, j, image_width, image_height, stride1, stride2);
+ }
+ }
+
+ for (j = image_height - KERNEL; j < image_height; ++j)
+ {
+ for (i = 0; i < image_width; ++i)
+ {
+ SSIM += get_ssimg(org, rec, i, j, image_width, image_height, stride1, stride2);
+ }
+ }
+
+ return SSIM;
+}
+
+
+double vp8_calc_ssimg
+(
+ YV12_BUFFER_CONFIG *source,
+ YV12_BUFFER_CONFIG *dest,
+ double *ssim_y,
+ double *ssim_u,
+ double *ssim_v
+)
+{
+ double ssim_all = 0;
+ int ysize = source->y_width * source->y_height;
+ int uvsize = ysize / 4;
+
+ *ssim_y = calc_ssimg(source->y_buffer, dest->y_buffer,
+ source->y_width, source->y_height,
+ source->y_stride, dest->y_stride);
+
+
+ *ssim_u = calc_ssimg(source->u_buffer, dest->u_buffer,
+ source->uv_width, source->uv_height,
+ source->uv_stride, dest->uv_stride);
+
+
+ *ssim_v = calc_ssimg(source->v_buffer, dest->v_buffer,
+ source->uv_width, source->uv_height,
+ source->uv_stride, dest->uv_stride);
+
+ ssim_all = (*ssim_y + *ssim_u + *ssim_v) / (ysize + uvsize + uvsize);
+ *ssim_y /= ysize;
+ *ssim_u /= uvsize;
+ *ssim_v /= uvsize;
+ return ssim_all;
+}
void ssim_parms_c
@@ -73,8 +290,8 @@ void ssim_parms_8x8_c
}
}
-const static int64_t cc1 = 26634; // (64^2*(.01*255)^2
-const static int64_t cc2 = 239708; // (64^2*(.03*255)^2
+const static long long c1 = 426148; // (256^2*(.01*255)^2
+const static long long c2 = 3835331; //(256^2*(.03*255)^2
static double similarity
(
@@ -86,19 +303,10 @@ static double similarity
int count
)
{
- int64_t ssim_n, ssim_d;
- int64_t c1, c2;
-
- //scale the constants by number of pixels
- c1 = (cc1*count*count)>>12;
- c2 = (cc2*count*count)>>12;
+ long long ssim_n = (2*sum_s*sum_r+ c1)*(2*count*sum_sxr-2*sum_s*sum_r+c2);
- ssim_n = (2*sum_s*sum_r+ c1)*((int64_t) 2*count*sum_sxr-
- (int64_t) 2*sum_s*sum_r+c2);
-
- ssim_d = (sum_s*sum_s +sum_r*sum_r+c1)*
- ((int64_t)count*sum_sq_s-(int64_t)sum_s*sum_s +
- (int64_t)count*sum_sq_r-(int64_t) sum_r*sum_r +c2) ;
+ long long ssim_d = (sum_s*sum_s +sum_r*sum_r+c1)*
+ (count*sum_sq_s-sum_s*sum_s + count*sum_sq_r-sum_r*sum_r +c2) ;
return ssim_n * 1.0 / ssim_d;
}
@@ -124,38 +332,23 @@ long dssim(unsigned char *s,int sp, unsigned char *r,int rp,
const vp8_variance_rtcd_vtable_t *rtcd)
{
unsigned long sum_s=0,sum_r=0,sum_sq_s=0,sum_sq_r=0,sum_sxr=0;
- int64_t ssim3;
- int64_t ssim_n1,ssim_n2;
- int64_t ssim_d1,ssim_d2;
- int64_t ssim_t1,ssim_t2;
- int64_t c1, c2;
-
- // normalize by 256/64
- c1 = cc1*16;
- c2 = cc2*16;
+ double ssim3;
+ long long ssim_n;
+ long long ssim_d;
rtcd->ssimpf(s, sp, r, rp, &sum_s, &sum_r, &sum_sq_s, &sum_sq_r, &sum_sxr);
- ssim_n1 = (2*sum_s*sum_r+ c1);
-
- ssim_n2 =((int64_t) 2*256*sum_sxr-(int64_t) 2*sum_s*sum_r+c2);
+ ssim_n = (2*sum_s*sum_r+ c1)*(2*256*sum_sxr-2*sum_s*sum_r+c2);
- ssim_d1 =((int64_t)sum_s*sum_s +(int64_t)sum_r*sum_r+c1);
-
- ssim_d2 = (256 * (int64_t) sum_sq_s-(int64_t) sum_s*sum_s +
- (int64_t) 256*sum_sq_r-(int64_t) sum_r*sum_r +c2) ;
-
- ssim_t1 = 256 - 256 * ssim_n1 / ssim_d1;
- ssim_t2 = 256 - 256 * ssim_n2 / ssim_d2;
+ ssim_d = (sum_s*sum_s +sum_r*sum_r+c1)*
+ (256*sum_sq_s-sum_s*sum_s + 256*sum_sq_r-sum_r*sum_r +c2) ;
- ssim3 = 256 *ssim_t1 * ssim_t2;
- if(ssim3 <0 )
- ssim3=0;
- return (long)( ssim3 );
+ ssim3 = 256 * (ssim_d-ssim_n) / ssim_d;
+ return (long)( 256*ssim3 * ssim3 );
}
+// TODO: (jbb) this 8x8 window might be too big + we may want to pick pixels
+// such that the window regions overlap block boundaries to penalize blocking
+// artifacts.
-// 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.
double vp8_ssim2
(
unsigned char *img1,
@@ -168,21 +361,20 @@ double vp8_ssim2
)
{
int i,j;
- int samples =0;
+
double ssim_total=0;
- // sample point start with each 4x4 location
- for(i=0; i < height-8; i+=4, img1 += stride_img1*4, img2 += stride_img2*4)
+ // we can sample points as frequently as we like start with 1 per 8x8
+ for(i=0; i < height; i+=8, img1 += stride_img1*8, img2 += stride_img2*8)
{
- for(j=0; j < width-8; j+=4 )
+ for(j=0; j < width; j+=8 )
{
- double v = ssim_8x8(img1+j, stride_img1, img2+j, stride_img2, rtcd);
- ssim_total += v;
- samples++;
+ ssim_total += ssim_8x8(img1, stride_img1, img2, stride_img2, rtcd);
}
}
- ssim_total /= samples;
+ ssim_total /= (width/8 * height /8);
return ssim_total;
+
}
double vp8_calc_ssim
(
@@ -214,35 +406,3 @@ double vp8_calc_ssim
return ssimv;
}
-
-double vp8_calc_ssimg
-(
- YV12_BUFFER_CONFIG *source,
- YV12_BUFFER_CONFIG *dest,
- double *ssim_y,
- double *ssim_u,
- double *ssim_v,
- const vp8_variance_rtcd_vtable_t *rtcd
-)
-{
- double ssim_all = 0;
- double a, b, c;
-
- a = vp8_ssim2(source->y_buffer, dest->y_buffer,
- source->y_stride, dest->y_stride, source->y_width,
- source->y_height, rtcd);
-
- b = vp8_ssim2(source->u_buffer, dest->u_buffer,
- source->uv_stride, dest->uv_stride, source->uv_width,
- source->uv_height, rtcd);
-
- c = vp8_ssim2(source->v_buffer, dest->v_buffer,
- source->uv_stride, dest->uv_stride, source->uv_width,
- source->uv_height, rtcd);
- *ssim_y = a;
- *ssim_u = b;
- *ssim_v = c;
- ssim_all = (a * 4 + b + c) /6;
-
- return ssim_all;
-}
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