| Index: webrtc/tools/frame_analyzer/reference_less_video_analysis_lib.cc
|
| diff --git a/webrtc/tools/frame_analyzer/reference_less_video_analysis_lib.cc b/webrtc/tools/frame_analyzer/reference_less_video_analysis_lib.cc
|
| new file mode 100644
|
| index 0000000000000000000000000000000000000000..eadd39708bc02a8fbed9e6a298bee62458cd223f
|
| --- /dev/null
|
| +++ b/webrtc/tools/frame_analyzer/reference_less_video_analysis_lib.cc
|
| @@ -0,0 +1,205 @@
|
| +/*
|
| + * Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
|
| + *
|
| + * Use of this source code is governed by a BSD-style license
|
| + * that can be found in the LICENSE file in the root of the source
|
| + * tree. An additional intellectual property rights grant can be found
|
| + * in the file PATENTS. All contributing project authors may
|
| + * be found in the AUTHORS file in the root of the source tree.
|
| + */
|
| +#include <stdio.h>
|
| +#include <stdlib.h>
|
| +#include <string.h>
|
| +#include <iostream>
|
| +#include <vector>
|
| +#include <numeric>
|
| +
|
| +#include "webrtc/tools/frame_analyzer/reference_less_video_analysis_lib.h"
|
| +#include "webrtc/tools/frame_analyzer/video_quality_analysis.h"
|
| +#include "webrtc/tools/simple_command_line_parser.h"
|
| +
|
| +#define STATS_LINE_LENGTH 28
|
| +#define PSNR_FREEZE_THRESHOLD 47
|
| +#define SSIM_FREEZE_THRESHOLD .999
|
| +
|
| +void get_height_width_fps(int *height, int *width, int *fps,
|
| + const char* video_file) {
|
| + // File header looks like :
|
| + // YUV4MPEG2 W1280 H720 F25:1 Ip A0:0 C420mpeg2 XYSCSS=420MPEG2.
|
| + char frame_header[STATS_LINE_LENGTH];
|
| + FILE* input_file = fopen(video_file, "rb");
|
| +
|
| + fread(frame_header, 1, STATS_LINE_LENGTH, input_file);
|
| +
|
| + std::string file_header_stats[5];
|
| + int no_of_stats = 0;
|
| + char *save_ptr;
|
| + char *token = strtok_r(frame_header, " ", &save_ptr);
|
| +
|
| + while (token != NULL) {
|
| + file_header_stats[no_of_stats++] = token;
|
| + token = strtok_r(NULL, " ", &save_ptr);
|
| + }
|
| +
|
| + *width = std::stoi(file_header_stats[1].erase(0, 1));
|
| + *height = std::stoi(file_header_stats[2].erase(0, 1));
|
| + *fps = std::stoi(file_header_stats[3].erase(0, 1));
|
| +
|
| + printf("Height: %d Width: %d fps:%d \n", *height, *width, *fps);
|
| + fclose(input_file);
|
| +}
|
| +
|
| +bool frozen_frame(std::vector<double> psnr_per_frame,
|
| + std::vector<double> ssim_per_frame, int frame) {
|
| + if (psnr_per_frame[frame] >= PSNR_FREEZE_THRESHOLD ||
|
| + ssim_per_frame[frame] >= SSIM_FREEZE_THRESHOLD)
|
| + return true;
|
| + return false;
|
| +}
|
| +
|
| +std::vector<int> find_frame_clusters(std::vector<double> psnr_per_frame,
|
| + std::vector<double> ssim_per_frame) {
|
| + std::vector<int> identical_frame_clusters;
|
| + int num_frozen = 0;
|
| + int total_no_of_frames = psnr_per_frame.size();
|
| +
|
| + for (int each_frame = 0; each_frame < total_no_of_frames; each_frame++) {
|
| + if (frozen_frame(psnr_per_frame, ssim_per_frame, each_frame)) {
|
| + num_frozen++;
|
| + } else if (num_frozen > 0) {
|
| + // Not frozen anymore.
|
| + identical_frame_clusters.push_back(num_frozen);
|
| + num_frozen = 0;
|
| + }
|
| + }
|
| + return identical_frame_clusters;
|
| +}
|
| +
|
| +void print_freezing_metrics(std::vector<double> psnr_per_frame,
|
| + std::vector<double> ssim_per_frame) {
|
| + /*
|
| + * Prints the different metrics mainly:
|
| + * 1) Identical frame number, PSNR and SSIM values.
|
| + * 2) Length of continuous frozen frames.
|
| + * 3) Max length of continuous freezed frames.
|
| + * 4) No of unique frames found.
|
| + * 5) Total different identical frames found.
|
| + *
|
| + * Sample output:
|
| + * Printing metrics for file: /usr/local/google/home/charujain/restore/
|
| + webrtc-checkout/src/webrtc/tools/test_3.y4m
|
| + =============================
|
| + Total number of frames received: 74
|
| + Total identical frames: 5
|
| + Number of unique frames: 69
|
| + Printing Identical Frames:
|
| + Frame Number: 29 PSNR: 48.000000 SSIM: 0.999618
|
| + Frame Number: 39 PSNR: 48.000000 SSIM: 0.999898
|
| + Frame Number: 60 PSNR: 48.000000 SSIM: 0.999564
|
| + Frame Number: 64 PSNR: 48.000000 SSIM: 0.999651
|
| + Frame Number: 69 PSNR: 48.000000 SSIM: 0.999684
|
| + Print identical frame which appears in clusters :
|
| + 1 1 1 1 1
|
| + *
|
| + */
|
| + int total_no_of_frames = psnr_per_frame.size();
|
| + std::vector<int> identical_frame_clusters = find_frame_clusters(
|
| + psnr_per_frame, ssim_per_frame);
|
| + int total_identical_frames = std::accumulate(
|
| + identical_frame_clusters.begin(), identical_frame_clusters.end(), 0);
|
| + int unique_frames = total_no_of_frames - total_identical_frames;
|
| +
|
| + printf("Total number of frames received: %d\n", total_no_of_frames);
|
| + printf("Total identical frames: %d\n", total_identical_frames);
|
| + printf("Number of unique frames: %d\n", unique_frames);
|
| +
|
| + printf("Printing Identical Frames: \n");
|
| + for (int frame = 0; frame < total_no_of_frames; frame++) {
|
| + if (frozen_frame(psnr_per_frame, ssim_per_frame, frame)) {
|
| + printf(" Frame Number: %d PSNR: %f SSIM: %f \n", frame,
|
| + psnr_per_frame[frame], ssim_per_frame[frame]);
|
| + }
|
| + }
|
| +
|
| + printf("Print identical frame which appears in clusters : \n");
|
| + for (int cluster = 0;
|
| + cluster < static_cast<int>(identical_frame_clusters.size()); cluster++)
|
| + printf("%d ", identical_frame_clusters[cluster]);
|
| + printf("\n");
|
| +}
|
| +
|
| +void compute_metrics(char video_file_name[],
|
| + std::vector<double>* psnr_per_frame,
|
| + std::vector<double>* ssim_per_frame) {
|
| + int height = 0, width = 0, fps = 0;
|
| + get_height_width_fps(&height, &width, &fps, video_file_name);
|
| +
|
| + int no_of_frames = 0;
|
| + int size = webrtc::test::GetI420FrameSize(width, height);
|
| +
|
| + // Allocate buffers for test and reference frames.
|
| + uint8_t* current_frame = new uint8_t[size];
|
| + uint8_t* next_frame = new uint8_t[size];
|
| +
|
| + while (true) {
|
| + if (!(webrtc::test::ExtractFrameFromY4mFile (video_file_name,
|
| + width, height,
|
| + no_of_frames,
|
| + current_frame))) {
|
| + break;
|
| + }
|
| +
|
| + if (!(webrtc::test::ExtractFrameFromY4mFile (video_file_name,
|
| + width, height,
|
| + no_of_frames + 1,
|
| + next_frame))) {
|
| + break;
|
| + }
|
| +
|
| + double result_psnr = webrtc::test::CalculateMetrics(webrtc::test::kPSNR,
|
| + current_frame,
|
| + next_frame,
|
| + width, height);
|
| + double result_ssim = webrtc::test::CalculateMetrics(webrtc::test::kSSIM,
|
| + current_frame,
|
| + next_frame,
|
| + width, height);
|
| +
|
| + psnr_per_frame->push_back(result_psnr);
|
| + ssim_per_frame->push_back(result_ssim);
|
| + no_of_frames++;
|
| + }
|
| + // Cleanup.
|
| + delete[] current_frame;
|
| + delete[] next_frame;
|
| +}
|
| +
|
| +void run_analysis(const char* video_file) {
|
| + FILE* video_file_ptr = fopen(video_file, "r");
|
| + if (ferror(video_file_ptr)) {
|
| + printf("Error opening file\n");
|
| + return;
|
| + }
|
| +
|
| + char video_file_name[200];
|
| + while (fgets(video_file_name, 200, video_file_ptr)) {
|
| + strtok(video_file_name, "\n");
|
| +
|
| + // Check for video file extension.
|
| + if (std::string(video_file_name).substr(strlen(video_file_name)-3, 3)
|
| + != "y4m") {
|
| + printf("Only y4m video file format are supported. Found: %s\n",
|
| + video_file_name);
|
| + return;
|
| + }
|
| + std::vector<double> psnr_per_frame;
|
| + std::vector<double> ssim_per_frame;
|
| + compute_metrics(video_file_name, &psnr_per_frame, &ssim_per_frame);
|
| +
|
| + printf("=============================\n");
|
| + printf("Printing metrics for file: %s\n", video_file_name);
|
| + printf("=============================\n");
|
| + print_freezing_metrics(psnr_per_frame, ssim_per_frame);
|
| + }
|
| + fclose(video_file_ptr);
|
| +}
|
|
|