192 lines
6.4 KiB
C
192 lines
6.4 KiB
C
/*
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* Copyright (c) 2019, Alliance for Open Media. All rights reserved
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*
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* This source code is subject to the terms of the BSD 2 Clause License and
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* the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
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* was not distributed with this source code in the LICENSE file, you can
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* obtain it at www.aomedia.org/license/software. If the Alliance for Open
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* Media Patent License 1.0 was not distributed with this source code in the
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* PATENTS file, you can obtain it at www.aomedia.org/license/patent.
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*/
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#include "aom_dsp/vmaf.h"
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#include <assert.h>
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#include <stdio.h>
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#include <stdlib.h>
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#include <string.h>
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#ifdef _WIN32
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#include <process.h>
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#else
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#include <unistd.h>
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#endif
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#include "aom_dsp/blend.h"
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static void vmaf_fatal_error(const char *message) {
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fprintf(stderr, "Fatal error: %s\n", message);
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exit(EXIT_FAILURE);
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}
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void aom_init_vmaf_model(VmafModel **vmaf_model, const char *model_path) {
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if (*vmaf_model != NULL) return;
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VmafModelConfig model_cfg;
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model_cfg.flags = VMAF_MODEL_FLAG_DISABLE_CLIP;
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model_cfg.name = "vmaf";
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if (vmaf_model_load_from_path(vmaf_model, &model_cfg, model_path)) {
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vmaf_fatal_error("Failed to load VMAF model.");
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}
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}
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void aom_close_vmaf_model(VmafModel *vmaf_model) {
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vmaf_model_destroy(vmaf_model);
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}
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static void copy_picture(const int bit_depth, const YV12_BUFFER_CONFIG *src,
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VmafPicture *dst) {
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const int width = src->y_width;
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const int height = src->y_height;
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if (bit_depth > 8) {
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uint16_t *src_ptr = CONVERT_TO_SHORTPTR(src->y_buffer);
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uint16_t *dst_ptr = dst->data[0];
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for (int row = 0; row < height; ++row) {
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memcpy(dst_ptr, src_ptr, width * sizeof(dst_ptr[0]));
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src_ptr += src->y_stride;
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dst_ptr += dst->stride[0] / 2;
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}
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} else {
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uint8_t *src_ptr = src->y_buffer;
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uint8_t *dst_ptr = (uint8_t *)dst->data[0];
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for (int row = 0; row < height; ++row) {
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memcpy(dst_ptr, src_ptr, width * sizeof(dst_ptr[0]));
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src_ptr += src->y_stride;
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dst_ptr += dst->stride[0];
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}
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}
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}
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void aom_init_vmaf_context(VmafContext **vmaf_context, VmafModel *vmaf_model,
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bool cal_vmaf_neg) {
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// TODO(sdeng): make them CLI arguments.
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VmafConfiguration cfg;
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cfg.log_level = VMAF_LOG_LEVEL_NONE;
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cfg.n_threads = 0;
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cfg.n_subsample = 0;
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cfg.cpumask = 0;
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if (vmaf_init(vmaf_context, cfg)) {
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vmaf_fatal_error("Failed to init VMAF context.");
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}
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if (cal_vmaf_neg) {
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VmafFeatureDictionary *vif_feature = NULL;
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if (vmaf_feature_dictionary_set(&vif_feature, "vif_enhn_gain_limit",
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"1.0")) {
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vmaf_fatal_error("Failed to set vif_enhn_gain_limit.");
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}
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if (vmaf_model_feature_overload(vmaf_model, "float_vif", vif_feature)) {
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vmaf_fatal_error("Failed to use feature float_vif.");
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}
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VmafFeatureDictionary *adm_feature = NULL;
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if (vmaf_feature_dictionary_set(&adm_feature, "adm_enhn_gain_limit",
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"1.0")) {
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vmaf_fatal_error("Failed to set adm_enhn_gain_limit.");
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}
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if (vmaf_model_feature_overload(vmaf_model, "adm", adm_feature)) {
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vmaf_fatal_error("Failed to use feature float_adm.");
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}
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}
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VmafFeatureDictionary *motion_force_zero = NULL;
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if (vmaf_feature_dictionary_set(&motion_force_zero, "motion_force_zero",
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"1")) {
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vmaf_fatal_error("Failed to set motion_force_zero.");
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}
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if (vmaf_model_feature_overload(vmaf_model, "float_motion",
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motion_force_zero)) {
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vmaf_fatal_error("Failed to use feature float_motion.");
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}
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if (vmaf_use_features_from_model(*vmaf_context, vmaf_model)) {
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vmaf_fatal_error("Failed to load feature extractors from VMAF model.");
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}
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}
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void aom_close_vmaf_context(VmafContext *vmaf_context) {
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if (vmaf_close(vmaf_context)) {
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vmaf_fatal_error("Failed to close VMAF context.");
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}
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}
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void aom_calc_vmaf(VmafModel *vmaf_model, const YV12_BUFFER_CONFIG *source,
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const YV12_BUFFER_CONFIG *distorted, int bit_depth,
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bool cal_vmaf_neg, double *vmaf) {
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VmafContext *vmaf_context;
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aom_init_vmaf_context(&vmaf_context, vmaf_model, cal_vmaf_neg);
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const int frame_index = 0;
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VmafPicture ref, dist;
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if (vmaf_picture_alloc(&ref, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width,
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source->y_height) ||
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vmaf_picture_alloc(&dist, VMAF_PIX_FMT_YUV420P, bit_depth,
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source->y_width, source->y_height)) {
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vmaf_fatal_error("Failed to alloc VMAF pictures.");
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}
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copy_picture(bit_depth, source, &ref);
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copy_picture(bit_depth, distorted, &dist);
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if (vmaf_read_pictures(vmaf_context, &ref, &dist,
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/*picture index=*/frame_index)) {
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vmaf_fatal_error("Failed to read VMAF pictures.");
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}
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if (vmaf_read_pictures(vmaf_context, NULL, NULL, 0)) {
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vmaf_fatal_error("Failed to flush context.");
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}
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vmaf_picture_unref(&ref);
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vmaf_picture_unref(&dist);
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vmaf_score_at_index(vmaf_context, vmaf_model, vmaf, frame_index);
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aom_close_vmaf_context(vmaf_context);
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}
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void aom_read_vmaf_image(VmafContext *vmaf_context,
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const YV12_BUFFER_CONFIG *source,
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const YV12_BUFFER_CONFIG *distorted, int bit_depth,
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int frame_index) {
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VmafPicture ref, dist;
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if (vmaf_picture_alloc(&ref, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width,
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source->y_height) ||
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vmaf_picture_alloc(&dist, VMAF_PIX_FMT_YUV420P, bit_depth,
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source->y_width, source->y_height)) {
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vmaf_fatal_error("Failed to alloc VMAF pictures.");
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}
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copy_picture(bit_depth, source, &ref);
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copy_picture(bit_depth, distorted, &dist);
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if (vmaf_read_pictures(vmaf_context, &ref, &dist,
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/*picture index=*/frame_index)) {
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vmaf_fatal_error("Failed to read VMAF pictures.");
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}
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vmaf_picture_unref(&ref);
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vmaf_picture_unref(&dist);
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}
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double aom_calc_vmaf_at_index(VmafContext *vmaf_context, VmafModel *vmaf_model,
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int frame_index) {
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double vmaf;
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if (vmaf_score_at_index(vmaf_context, vmaf_model, &vmaf, frame_index)) {
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vmaf_fatal_error("Failed to calc VMAF scores.");
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}
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return vmaf;
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}
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void aom_flush_vmaf_context(VmafContext *vmaf_context) {
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if (vmaf_read_pictures(vmaf_context, NULL, NULL, 0)) {
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vmaf_fatal_error("Failed to flush context.");
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}
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}
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