|  | /* | 
|  | * Copyright (c) 2016, Alliance for Open Media. All rights reserved | 
|  | * | 
|  | * This source code is subject to the terms of the BSD 2 Clause License and | 
|  | * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License | 
|  | * was not distributed with this source code in the LICENSE file, you can | 
|  | * obtain it at www.aomedia.org/license/software. If the Alliance for Open | 
|  | * Media Patent License 1.0 was not distributed with this source code in the | 
|  | * PATENTS file, you can obtain it at www.aomedia.org/license/patent. | 
|  | */ | 
|  |  | 
|  | #include <assert.h> | 
|  | #include <math.h> | 
|  |  | 
|  | #include "config/aom_dsp_rtcd.h" | 
|  |  | 
|  | #include "aom_dsp/psnr.h" | 
|  | #include "aom_scale/yv12config.h" | 
|  |  | 
|  | double aom_sse_to_psnr(double samples, double peak, double sse) { | 
|  | if (sse > 0.0) { | 
|  | const double psnr = 10.0 * log10(samples * peak * peak / sse); | 
|  | return psnr > MAX_PSNR ? MAX_PSNR : psnr; | 
|  | } else { | 
|  | return MAX_PSNR; | 
|  | } | 
|  | } | 
|  |  | 
|  | static int64_t encoder_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
|  | int b_stride, int w, int h) { | 
|  | int i, j; | 
|  | int64_t sse = 0; | 
|  |  | 
|  | for (i = 0; i < h; i++) { | 
|  | for (j = 0; j < w; j++) { | 
|  | const int diff = a[j] - b[j]; | 
|  | sse += diff * diff; | 
|  | } | 
|  |  | 
|  | a += a_stride; | 
|  | b += b_stride; | 
|  | } | 
|  | return sse; | 
|  | } | 
|  |  | 
|  | #if CONFIG_AV1_HIGHBITDEPTH | 
|  | static int64_t encoder_highbd_8_sse(const uint8_t *a8, int a_stride, | 
|  | const uint8_t *b8, int b_stride, int w, | 
|  | int h) { | 
|  | const uint16_t *a = CONVERT_TO_SHORTPTR(a8); | 
|  | const uint16_t *b = CONVERT_TO_SHORTPTR(b8); | 
|  | int64_t sse = 0; | 
|  | for (int i = 0; i < h; ++i) { | 
|  | for (int j = 0; j < w; ++j) { | 
|  | const int diff = a[j] - b[j]; | 
|  | sse += diff * diff; | 
|  | } | 
|  | a += a_stride; | 
|  | b += b_stride; | 
|  | } | 
|  | return sse; | 
|  | } | 
|  |  | 
|  | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
|  |  | 
|  | static int64_t get_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
|  | int b_stride, int width, int height) { | 
|  | const int dw = width % 16; | 
|  | const int dh = height % 16; | 
|  | int64_t total_sse = 0; | 
|  | int x, y; | 
|  |  | 
|  | if (dw > 0) { | 
|  | total_sse += encoder_sse(&a[width - dw], a_stride, &b[width - dw], b_stride, | 
|  | dw, height); | 
|  | } | 
|  |  | 
|  | if (dh > 0) { | 
|  | total_sse += | 
|  | encoder_sse(&a[(height - dh) * a_stride], a_stride, | 
|  | &b[(height - dh) * b_stride], b_stride, width - dw, dh); | 
|  | } | 
|  |  | 
|  | for (y = 0; y < height / 16; ++y) { | 
|  | const uint8_t *pa = a; | 
|  | const uint8_t *pb = b; | 
|  | unsigned int sse; | 
|  | for (x = 0; x < width / 16; ++x) { | 
|  | aom_mse16x16(pa, a_stride, pb, b_stride, &sse); | 
|  | total_sse += sse; | 
|  |  | 
|  | pa += 16; | 
|  | pb += 16; | 
|  | } | 
|  |  | 
|  | a += 16 * a_stride; | 
|  | b += 16 * b_stride; | 
|  | } | 
|  |  | 
|  | return total_sse; | 
|  | } | 
|  |  | 
|  | #if CONFIG_AV1_HIGHBITDEPTH | 
|  | static int64_t highbd_get_sse_shift(const uint8_t *a8, int a_stride, | 
|  | const uint8_t *b8, int b_stride, int width, | 
|  | int height, unsigned int input_shift) { | 
|  | const uint16_t *a = CONVERT_TO_SHORTPTR(a8); | 
|  | const uint16_t *b = CONVERT_TO_SHORTPTR(b8); | 
|  | int64_t total_sse = 0; | 
|  | int x, y; | 
|  | for (y = 0; y < height; ++y) { | 
|  | for (x = 0; x < width; ++x) { | 
|  | int64_t diff; | 
|  | diff = (a[x] >> input_shift) - (b[x] >> input_shift); | 
|  | total_sse += diff * diff; | 
|  | } | 
|  | a += a_stride; | 
|  | b += b_stride; | 
|  | } | 
|  | return total_sse; | 
|  | } | 
|  |  | 
|  | static int64_t highbd_get_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
|  | int b_stride, int width, int height) { | 
|  | int64_t total_sse = 0; | 
|  | int x, y; | 
|  | const int dw = width % 16; | 
|  | const int dh = height % 16; | 
|  |  | 
|  | if (dw > 0) { | 
|  | total_sse += encoder_highbd_8_sse(&a[width - dw], a_stride, &b[width - dw], | 
|  | b_stride, dw, height); | 
|  | } | 
|  | if (dh > 0) { | 
|  | total_sse += encoder_highbd_8_sse(&a[(height - dh) * a_stride], a_stride, | 
|  | &b[(height - dh) * b_stride], b_stride, | 
|  | width - dw, dh); | 
|  | } | 
|  |  | 
|  | for (y = 0; y < height / 16; ++y) { | 
|  | const uint8_t *pa = a; | 
|  | const uint8_t *pb = b; | 
|  | unsigned int sse; | 
|  | for (x = 0; x < width / 16; ++x) { | 
|  | aom_highbd_8_mse16x16(pa, a_stride, pb, b_stride, &sse); | 
|  | total_sse += sse; | 
|  | pa += 16; | 
|  | pb += 16; | 
|  | } | 
|  | a += 16 * a_stride; | 
|  | b += 16 * b_stride; | 
|  | } | 
|  | return total_sse; | 
|  | } | 
|  | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
|  |  | 
|  | uint64_t aom_get_y_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return aom_var_2d_u8(a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
|  | width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | uint64_t aom_get_u_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return aom_var_2d_u8(a->u_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | uint64_t aom_get_v_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return aom_var_2d_u8(a->v_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_y_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return get_sse(a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
|  | b->y_buffer + vstart * b->y_stride + hstart, b->y_stride, | 
|  | width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_y_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->y_crop_width == b->y_crop_width); | 
|  | assert(a->y_crop_height == b->y_crop_height); | 
|  |  | 
|  | return get_sse(a->y_buffer, a->y_stride, b->y_buffer, b->y_stride, | 
|  | a->y_crop_width, a->y_crop_height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_u_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return get_sse(a->u_buffer + vstart * a->uv_stride + hstart, a->uv_stride, | 
|  | b->u_buffer + vstart * b->uv_stride + hstart, b->uv_stride, | 
|  | width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_u_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  |  | 
|  | return get_sse(a->u_buffer, a->uv_stride, b->u_buffer, b->uv_stride, | 
|  | a->uv_crop_width, a->uv_crop_height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_v_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
|  | int vstart, int height) { | 
|  | return get_sse(a->v_buffer + vstart * a->uv_stride + hstart, a->uv_stride, | 
|  | b->v_buffer + vstart * b->uv_stride + hstart, b->uv_stride, | 
|  | width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_get_v_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  |  | 
|  | return get_sse(a->v_buffer, a->uv_stride, b->v_buffer, b->uv_stride, | 
|  | a->uv_crop_width, a->uv_crop_height); | 
|  | } | 
|  |  | 
|  | #if CONFIG_AV1_HIGHBITDEPTH | 
|  | uint64_t aom_highbd_get_y_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return aom_var_2d_u16(a->y_buffer + vstart * a->y_stride + hstart, | 
|  | a->y_stride, width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | uint64_t aom_highbd_get_u_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return aom_var_2d_u16(a->u_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | uint64_t aom_highbd_get_v_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return aom_var_2d_u16(a->v_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, width, height) / | 
|  | (width * height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_y_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return highbd_get_sse( | 
|  | a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
|  | b->y_buffer + vstart * b->y_stride + hstart, b->y_stride, width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_y_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->y_crop_width == b->y_crop_width); | 
|  | assert(a->y_crop_height == b->y_crop_height); | 
|  | assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  | assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  |  | 
|  | return highbd_get_sse(a->y_buffer, a->y_stride, b->y_buffer, b->y_stride, | 
|  | a->y_crop_width, a->y_crop_height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_u_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return highbd_get_sse(a->u_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, | 
|  | b->u_buffer + vstart * b->uv_stride + hstart, | 
|  | b->uv_stride, width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_u_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  | assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  | assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  |  | 
|  | return highbd_get_sse(a->u_buffer, a->uv_stride, b->u_buffer, b->uv_stride, | 
|  | a->uv_crop_width, a->uv_crop_height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_v_sse_part(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int hstart, | 
|  | int width, int vstart, int height) { | 
|  | return highbd_get_sse(a->v_buffer + vstart * a->uv_stride + hstart, | 
|  | a->uv_stride, | 
|  | b->v_buffer + vstart * b->uv_stride + hstart, | 
|  | b->uv_stride, width, height); | 
|  | } | 
|  |  | 
|  | int64_t aom_highbd_get_v_sse(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b) { | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  | assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  | assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
|  |  | 
|  | return highbd_get_sse(a->v_buffer, a->uv_stride, b->v_buffer, b->uv_stride, | 
|  | a->uv_crop_width, a->uv_crop_height); | 
|  | } | 
|  | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
|  |  | 
|  | int64_t aom_get_sse_plane(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, int plane, int highbd) { | 
|  | #if CONFIG_AV1_HIGHBITDEPTH | 
|  | if (highbd) { | 
|  | switch (plane) { | 
|  | case 0: return aom_highbd_get_y_sse(a, b); | 
|  | case 1: return aom_highbd_get_u_sse(a, b); | 
|  | case 2: return aom_highbd_get_v_sse(a, b); | 
|  | default: assert(plane >= 0 && plane <= 2); return 0; | 
|  | } | 
|  | } else { | 
|  | switch (plane) { | 
|  | case 0: return aom_get_y_sse(a, b); | 
|  | case 1: return aom_get_u_sse(a, b); | 
|  | case 2: return aom_get_v_sse(a, b); | 
|  | default: assert(plane >= 0 && plane <= 2); return 0; | 
|  | } | 
|  | } | 
|  | #else | 
|  | (void)highbd; | 
|  | switch (plane) { | 
|  | case 0: return aom_get_y_sse(a, b); | 
|  | case 1: return aom_get_u_sse(a, b); | 
|  | case 2: return aom_get_v_sse(a, b); | 
|  | default: assert(plane >= 0 && plane <= 2); return 0; | 
|  | } | 
|  | #endif | 
|  | } | 
|  |  | 
|  | #if CONFIG_AV1_HIGHBITDEPTH | 
|  | void aom_calc_highbd_psnr(const YV12_BUFFER_CONFIG *a, | 
|  | const YV12_BUFFER_CONFIG *b, PSNR_STATS *psnr, | 
|  | uint32_t bit_depth, uint32_t in_bit_depth) { | 
|  | assert(a->y_crop_width == b->y_crop_width); | 
|  | assert(a->y_crop_height == b->y_crop_height); | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  | const int widths[3] = { a->y_crop_width, a->uv_crop_width, a->uv_crop_width }; | 
|  | const int heights[3] = { a->y_crop_height, a->uv_crop_height, | 
|  | a->uv_crop_height }; | 
|  | const int a_strides[3] = { a->y_stride, a->uv_stride, a->uv_stride }; | 
|  | const int b_strides[3] = { b->y_stride, b->uv_stride, b->uv_stride }; | 
|  | int i; | 
|  | uint64_t total_sse = 0; | 
|  | uint32_t total_samples = 0; | 
|  | double peak = (double)((1 << in_bit_depth) - 1); | 
|  | const unsigned int input_shift = bit_depth - in_bit_depth; | 
|  |  | 
|  | for (i = 0; i < 3; ++i) { | 
|  | const int w = widths[i]; | 
|  | const int h = heights[i]; | 
|  | const uint32_t samples = w * h; | 
|  | uint64_t sse; | 
|  | if (a->flags & YV12_FLAG_HIGHBITDEPTH) { | 
|  | if (input_shift) { | 
|  | sse = highbd_get_sse_shift(a->buffers[i], a_strides[i], b->buffers[i], | 
|  | b_strides[i], w, h, input_shift); | 
|  | } else { | 
|  | sse = highbd_get_sse(a->buffers[i], a_strides[i], b->buffers[i], | 
|  | b_strides[i], w, h); | 
|  | } | 
|  | } else { | 
|  | sse = get_sse(a->buffers[i], a_strides[i], b->buffers[i], b_strides[i], w, | 
|  | h); | 
|  | } | 
|  | psnr->sse[1 + i] = sse; | 
|  | psnr->samples[1 + i] = samples; | 
|  | psnr->psnr[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
|  |  | 
|  | total_sse += sse; | 
|  | total_samples += samples; | 
|  | } | 
|  |  | 
|  | psnr->sse[0] = total_sse; | 
|  | psnr->samples[0] = total_samples; | 
|  | psnr->psnr[0] = | 
|  | aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
|  |  | 
|  | // Compute PSNR based on stream bit depth | 
|  | if ((a->flags & YV12_FLAG_HIGHBITDEPTH) && (in_bit_depth < bit_depth)) { | 
|  | peak = (double)((1 << bit_depth) - 1); | 
|  | total_sse = 0; | 
|  | total_samples = 0; | 
|  | for (i = 0; i < 3; ++i) { | 
|  | const int w = widths[i]; | 
|  | const int h = heights[i]; | 
|  | const uint32_t samples = w * h; | 
|  | uint64_t sse; | 
|  | sse = highbd_get_sse(a->buffers[i], a_strides[i], b->buffers[i], | 
|  | b_strides[i], w, h); | 
|  | psnr->sse_hbd[1 + i] = sse; | 
|  | psnr->samples_hbd[1 + i] = samples; | 
|  | psnr->psnr_hbd[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
|  | total_sse += sse; | 
|  | total_samples += samples; | 
|  | } | 
|  |  | 
|  | psnr->sse_hbd[0] = total_sse; | 
|  | psnr->samples_hbd[0] = total_samples; | 
|  | psnr->psnr_hbd[0] = | 
|  | aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
|  | } | 
|  | } | 
|  | #endif | 
|  |  | 
|  | void aom_calc_psnr(const YV12_BUFFER_CONFIG *a, const YV12_BUFFER_CONFIG *b, | 
|  | PSNR_STATS *psnr) { | 
|  | assert(a->y_crop_width == b->y_crop_width); | 
|  | assert(a->y_crop_height == b->y_crop_height); | 
|  | assert(a->uv_crop_width == b->uv_crop_width); | 
|  | assert(a->uv_crop_height == b->uv_crop_height); | 
|  | static const double peak = 255.0; | 
|  | const int widths[3] = { a->y_crop_width, a->uv_crop_width, a->uv_crop_width }; | 
|  | const int heights[3] = { a->y_crop_height, a->uv_crop_height, | 
|  | a->uv_crop_height }; | 
|  | const int a_strides[3] = { a->y_stride, a->uv_stride, a->uv_stride }; | 
|  | const int b_strides[3] = { b->y_stride, b->uv_stride, b->uv_stride }; | 
|  | int i; | 
|  | uint64_t total_sse = 0; | 
|  | uint32_t total_samples = 0; | 
|  |  | 
|  | for (i = 0; i < 3; ++i) { | 
|  | const int w = widths[i]; | 
|  | const int h = heights[i]; | 
|  | const uint32_t samples = w * h; | 
|  | const uint64_t sse = | 
|  | get_sse(a->buffers[i], a_strides[i], b->buffers[i], b_strides[i], w, h); | 
|  | psnr->sse[1 + i] = sse; | 
|  | psnr->samples[1 + i] = samples; | 
|  | psnr->psnr[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
|  |  | 
|  | total_sse += sse; | 
|  | total_samples += samples; | 
|  | } | 
|  |  | 
|  | psnr->sse[0] = total_sse; | 
|  | psnr->samples[0] = total_samples; | 
|  | psnr->psnr[0] = | 
|  | aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
|  | } |