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- /*
- * Copyright 2013 The LibYuv 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.
- */
- // Get PSNR or SSIM for video sequence. Assuming RAW 4:2:0 Y:Cb:Cr format
- // To build: g++ -O3 -o psnr psnr.cc ssim.cc psnr_main.cc
- // or VisualC: cl /Ox psnr.cc ssim.cc psnr_main.cc
- //
- // To enable OpenMP and SSE2
- // gcc: g++ -msse2 -O3 -fopenmp -o psnr psnr.cc ssim.cc psnr_main.cc
- // vc: cl /arch:SSE2 /Ox /openmp psnr.cc ssim.cc psnr_main.cc
- //
- // Usage: psnr org_seq rec_seq -s width height [-skip skip_org skip_rec]
- #ifndef _CRT_SECURE_NO_WARNINGS
- #define _CRT_SECURE_NO_WARNINGS
- #endif
- #include <stddef.h>
- #include <stdio.h>
- #include <stdlib.h>
- #include <string.h>
- #ifdef _OPENMP
- #include <omp.h>
- #endif
- #include "./psnr.h"
- #include "./ssim.h"
- #ifdef HAVE_JPEG
- #include "libyuv/compare.h"
- #include "libyuv/convert.h"
- #endif
- struct metric {
- double y, u, v, all;
- double min_y, min_u, min_v, min_all;
- double global_y, global_u, global_v, global_all;
- int min_frame;
- };
- // options
- bool verbose = false;
- bool quiet = false;
- bool show_name = false;
- bool do_swap_uv = false;
- bool do_psnr = false;
- bool do_ssim = false;
- bool do_mse = false;
- bool do_lssim = false;
- int image_width = 0, image_height = 0;
- int fileindex_org = 0; // argv argument contains the source file name.
- int fileindex_rec = 0; // argv argument contains the destination file name.
- int num_rec = 0;
- int num_skip_org = 0;
- int num_skip_rec = 0;
- int num_frames = 0;
- #ifdef _OPENMP
- int num_threads = 0;
- #endif
- // Parse PYUV format. ie name.1920x800_24Hz_P420.yuv
- bool ExtractResolutionFromFilename(const char* name,
- int* width_ptr,
- int* height_ptr) {
- // Isolate the .width_height. section of the filename by searching for a
- // dot or underscore followed by a digit.
- for (int i = 0; name[i]; ++i) {
- if ((name[i] == '.' || name[i] == '_') && name[i + 1] >= '0' &&
- name[i + 1] <= '9') {
- int n = sscanf(name + i + 1, "%dx%d", width_ptr, height_ptr); // NOLINT
- if (2 == n) {
- return true;
- }
- }
- }
- #ifdef HAVE_JPEG
- // Try parsing file as a jpeg.
- FILE* const file_org = fopen(name, "rb");
- if (file_org == NULL) {
- fprintf(stderr, "Cannot open %s\n", name);
- return false;
- }
- fseek(file_org, 0, SEEK_END);
- size_t total_size = ftell(file_org);
- fseek(file_org, 0, SEEK_SET);
- uint8_t* const ch_org = new uint8_t[total_size];
- memset(ch_org, 0, total_size);
- size_t bytes_org = fread(ch_org, sizeof(uint8_t), total_size, file_org);
- fclose(file_org);
- if (bytes_org == total_size) {
- if (0 == libyuv::MJPGSize(ch_org, total_size, width_ptr, height_ptr)) {
- delete[] ch_org;
- return true;
- }
- }
- delete[] ch_org;
- #endif // HAVE_JPEG
- return false;
- }
- // Scale Y channel from 16..240 to 0..255.
- // This can be useful when comparing codecs that are inconsistant about Y
- uint8_t ScaleY(uint8_t y) {
- int ny = (y - 16) * 256 / 224;
- if (ny < 0) {
- ny = 0;
- }
- if (ny > 255) {
- ny = 255;
- }
- return static_cast<uint8_t>(ny);
- }
- // MSE = Mean Square Error
- double GetMSE(double sse, double size) {
- return sse / size;
- }
- void PrintHelp(const char* program) {
- printf("%s [-options] org_seq rec_seq [rec_seq2.. etc]\n", program);
- #ifdef HAVE_JPEG
- printf("jpeg or raw YUV 420 supported.\n");
- #endif
- printf("options:\n");
- printf(
- " -s <width> <height> .... specify YUV size, mandatory if none of the "
- "sequences have the\n");
- printf(
- " resolution embedded in their filename (ie. "
- "name.1920x800_24Hz_P420.yuv)\n");
- printf(" -psnr .................. compute PSNR (default)\n");
- printf(" -ssim .................. compute SSIM\n");
- printf(" -mse ................... compute MSE\n");
- printf(" -swap .................. Swap U and V plane\n");
- printf(" -skip <org> <rec> ...... Number of frame to skip of org and rec\n");
- printf(" -frames <num> .......... Number of frames to compare\n");
- #ifdef _OPENMP
- printf(" -t <num> ............... Number of threads\n");
- #endif
- printf(" -n ..................... Show file name\n");
- printf(" -v ..................... verbose++\n");
- printf(" -q ..................... quiet\n");
- printf(" -h ..................... this help\n");
- exit(0);
- }
- void ParseOptions(int argc, const char* argv[]) {
- if (argc <= 1) {
- PrintHelp(argv[0]);
- }
- for (int c = 1; c < argc; ++c) {
- if (!strcmp(argv[c], "-v")) {
- verbose = true;
- } else if (!strcmp(argv[c], "-q")) {
- quiet = true;
- } else if (!strcmp(argv[c], "-n")) {
- show_name = true;
- } else if (!strcmp(argv[c], "-psnr")) {
- do_psnr = true;
- } else if (!strcmp(argv[c], "-mse")) {
- do_mse = true;
- } else if (!strcmp(argv[c], "-ssim")) {
- do_ssim = true;
- } else if (!strcmp(argv[c], "-lssim")) {
- do_ssim = true;
- do_lssim = true;
- } else if (!strcmp(argv[c], "-swap")) {
- do_swap_uv = true;
- } else if (!strcmp(argv[c], "-h") || !strcmp(argv[c], "-help")) {
- PrintHelp(argv[0]);
- } else if (!strcmp(argv[c], "-s") && c + 2 < argc) {
- image_width = atoi(argv[++c]); // NOLINT
- image_height = atoi(argv[++c]); // NOLINT
- } else if (!strcmp(argv[c], "-skip") && c + 2 < argc) {
- num_skip_org = atoi(argv[++c]); // NOLINT
- num_skip_rec = atoi(argv[++c]); // NOLINT
- } else if (!strcmp(argv[c], "-frames") && c + 1 < argc) {
- num_frames = atoi(argv[++c]); // NOLINT
- #ifdef _OPENMP
- } else if (!strcmp(argv[c], "-t") && c + 1 < argc) {
- num_threads = atoi(argv[++c]); // NOLINT
- #endif
- } else if (argv[c][0] == '-') {
- fprintf(stderr, "Unknown option. %s\n", argv[c]);
- } else if (fileindex_org == 0) {
- fileindex_org = c;
- } else if (fileindex_rec == 0) {
- fileindex_rec = c;
- num_rec = 1;
- } else {
- ++num_rec;
- }
- }
- if (fileindex_org == 0 || fileindex_rec == 0) {
- fprintf(stderr, "Missing filenames\n");
- PrintHelp(argv[0]);
- }
- if (num_skip_org < 0 || num_skip_rec < 0) {
- fprintf(stderr, "Skipped frames incorrect\n");
- PrintHelp(argv[0]);
- }
- if (num_frames < 0) {
- fprintf(stderr, "Number of frames incorrect\n");
- PrintHelp(argv[0]);
- }
- if (image_width == 0 || image_height == 0) {
- int org_width, org_height;
- int rec_width, rec_height;
- bool org_res_avail = ExtractResolutionFromFilename(argv[fileindex_org],
- &org_width, &org_height);
- bool rec_res_avail = ExtractResolutionFromFilename(argv[fileindex_rec],
- &rec_width, &rec_height);
- if (org_res_avail) {
- if (rec_res_avail) {
- if ((org_width == rec_width) && (org_height == rec_height)) {
- image_width = org_width;
- image_height = org_height;
- } else {
- fprintf(stderr, "Sequences have different resolutions.\n");
- PrintHelp(argv[0]);
- }
- } else {
- image_width = org_width;
- image_height = org_height;
- }
- } else if (rec_res_avail) {
- image_width = rec_width;
- image_height = rec_height;
- } else {
- fprintf(stderr, "Missing dimensions.\n");
- PrintHelp(argv[0]);
- }
- }
- }
- bool UpdateMetrics(uint8_t* ch_org,
- uint8_t* ch_rec,
- const int y_size,
- const int uv_size,
- const size_t total_size,
- int number_of_frames,
- metric* cur_distortion_psnr,
- metric* distorted_frame,
- bool do_psnr) {
- const int uv_offset = (do_swap_uv ? uv_size : 0);
- const uint8_t* const u_org = ch_org + y_size + uv_offset;
- const uint8_t* const u_rec = ch_rec + y_size;
- const uint8_t* const v_org = ch_org + y_size + (uv_size - uv_offset);
- const uint8_t* const v_rec = ch_rec + y_size + uv_size;
- if (do_psnr) {
- #ifdef HAVE_JPEG
- double y_err = static_cast<double>(
- libyuv::ComputeSumSquareError(ch_org, ch_rec, y_size));
- double u_err = static_cast<double>(
- libyuv::ComputeSumSquareError(u_org, u_rec, uv_size));
- double v_err = static_cast<double>(
- libyuv::ComputeSumSquareError(v_org, v_rec, uv_size));
- #else
- double y_err = ComputeSumSquareError(ch_org, ch_rec, y_size);
- double u_err = ComputeSumSquareError(u_org, u_rec, uv_size);
- double v_err = ComputeSumSquareError(v_org, v_rec, uv_size);
- #endif
- const double total_err = y_err + u_err + v_err;
- cur_distortion_psnr->global_y += y_err;
- cur_distortion_psnr->global_u += u_err;
- cur_distortion_psnr->global_v += v_err;
- cur_distortion_psnr->global_all += total_err;
- distorted_frame->y = ComputePSNR(y_err, static_cast<double>(y_size));
- distorted_frame->u = ComputePSNR(u_err, static_cast<double>(uv_size));
- distorted_frame->v = ComputePSNR(v_err, static_cast<double>(uv_size));
- distorted_frame->all =
- ComputePSNR(total_err, static_cast<double>(total_size));
- } else {
- distorted_frame->y = CalcSSIM(ch_org, ch_rec, image_width, image_height);
- distorted_frame->u =
- CalcSSIM(u_org, u_rec, (image_width + 1) / 2, (image_height + 1) / 2);
- distorted_frame->v =
- CalcSSIM(v_org, v_rec, (image_width + 1) / 2, (image_height + 1) / 2);
- distorted_frame->all =
- (distorted_frame->y + distorted_frame->u + distorted_frame->v) /
- total_size;
- distorted_frame->y /= y_size;
- distorted_frame->u /= uv_size;
- distorted_frame->v /= uv_size;
- if (do_lssim) {
- distorted_frame->all = CalcLSSIM(distorted_frame->all);
- distorted_frame->y = CalcLSSIM(distorted_frame->y);
- distorted_frame->u = CalcLSSIM(distorted_frame->u);
- distorted_frame->v = CalcLSSIM(distorted_frame->v);
- }
- }
- cur_distortion_psnr->y += distorted_frame->y;
- cur_distortion_psnr->u += distorted_frame->u;
- cur_distortion_psnr->v += distorted_frame->v;
- cur_distortion_psnr->all += distorted_frame->all;
- bool ismin = false;
- if (distorted_frame->y < cur_distortion_psnr->min_y) {
- cur_distortion_psnr->min_y = distorted_frame->y;
- }
- if (distorted_frame->u < cur_distortion_psnr->min_u) {
- cur_distortion_psnr->min_u = distorted_frame->u;
- }
- if (distorted_frame->v < cur_distortion_psnr->min_v) {
- cur_distortion_psnr->min_v = distorted_frame->v;
- }
- if (distorted_frame->all < cur_distortion_psnr->min_all) {
- cur_distortion_psnr->min_all = distorted_frame->all;
- cur_distortion_psnr->min_frame = number_of_frames;
- ismin = true;
- }
- return ismin;
- }
- int main(int argc, const char* argv[]) {
- ParseOptions(argc, argv);
- if (!do_psnr && !do_ssim) {
- do_psnr = true;
- }
- #ifdef _OPENMP
- if (num_threads) {
- omp_set_num_threads(num_threads);
- }
- if (verbose) {
- printf("OpenMP %d procs\n", omp_get_num_procs());
- }
- #endif
- // Open original file (first file argument)
- FILE* const file_org = fopen(argv[fileindex_org], "rb");
- if (file_org == NULL) {
- fprintf(stderr, "Cannot open %s\n", argv[fileindex_org]);
- exit(1);
- }
- // Open all files to compare to
- FILE** file_rec = new FILE*[num_rec];
- memset(file_rec, 0, num_rec * sizeof(FILE*)); // NOLINT
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- file_rec[cur_rec] = fopen(argv[fileindex_rec + cur_rec], "rb");
- if (file_rec[cur_rec] == NULL) {
- fprintf(stderr, "Cannot open %s\n", argv[fileindex_rec + cur_rec]);
- fclose(file_org);
- for (int i = 0; i < cur_rec; ++i) {
- fclose(file_rec[i]);
- }
- delete[] file_rec;
- exit(1);
- }
- }
- const int y_size = image_width * image_height;
- const int uv_size = ((image_width + 1) / 2) * ((image_height + 1) / 2);
- const size_t total_size = y_size + 2 * uv_size; // NOLINT
- #if defined(_MSC_VER)
- _fseeki64(
- file_org,
- static_cast<__int64>(num_skip_org) * static_cast<__int64>(total_size),
- SEEK_SET);
- #else
- fseek(file_org, num_skip_org * total_size, SEEK_SET);
- #endif
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- #if defined(_MSC_VER)
- _fseeki64(
- file_rec[cur_rec],
- static_cast<__int64>(num_skip_rec) * static_cast<__int64>(total_size),
- SEEK_SET);
- #else
- fseek(file_rec[cur_rec], num_skip_rec * total_size, SEEK_SET);
- #endif
- }
- uint8_t* const ch_org = new uint8_t[total_size];
- uint8_t* const ch_rec = new uint8_t[total_size];
- if (ch_org == NULL || ch_rec == NULL) {
- fprintf(stderr, "No memory available\n");
- fclose(file_org);
- for (int i = 0; i < num_rec; ++i) {
- fclose(file_rec[i]);
- }
- delete[] ch_org;
- delete[] ch_rec;
- delete[] file_rec;
- exit(1);
- }
- metric* const distortion_psnr = new metric[num_rec];
- metric* const distortion_ssim = new metric[num_rec];
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- metric* cur_distortion_psnr = &distortion_psnr[cur_rec];
- cur_distortion_psnr->y = 0.0;
- cur_distortion_psnr->u = 0.0;
- cur_distortion_psnr->v = 0.0;
- cur_distortion_psnr->all = 0.0;
- cur_distortion_psnr->min_y = kMaxPSNR;
- cur_distortion_psnr->min_u = kMaxPSNR;
- cur_distortion_psnr->min_v = kMaxPSNR;
- cur_distortion_psnr->min_all = kMaxPSNR;
- cur_distortion_psnr->min_frame = 0;
- cur_distortion_psnr->global_y = 0.0;
- cur_distortion_psnr->global_u = 0.0;
- cur_distortion_psnr->global_v = 0.0;
- cur_distortion_psnr->global_all = 0.0;
- distortion_ssim[cur_rec] = cur_distortion_psnr[cur_rec];
- }
- if (verbose) {
- printf("Size: %dx%d\n", image_width, image_height);
- }
- if (!quiet) {
- printf("Frame");
- if (do_psnr) {
- printf("\t PSNR-Y \t PSNR-U \t PSNR-V \t PSNR-All \t Frame");
- }
- if (do_ssim) {
- printf("\t SSIM-Y\t SSIM-U\t SSIM-V\t SSIM-All\t Frame");
- }
- if (show_name) {
- printf("\tName\n");
- } else {
- printf("\n");
- }
- }
- int number_of_frames;
- for (number_of_frames = 0;; ++number_of_frames) {
- if (num_frames && number_of_frames >= num_frames) {
- break;
- }
- size_t bytes_org = fread(ch_org, sizeof(uint8_t), total_size, file_org);
- if (bytes_org < total_size) {
- #ifdef HAVE_JPEG
- // Try parsing file as a jpeg.
- uint8_t* const ch_jpeg = new uint8_t[bytes_org];
- memcpy(ch_jpeg, ch_org, bytes_org);
- memset(ch_org, 0, total_size);
- if (0 != libyuv::MJPGToI420(ch_jpeg, bytes_org, ch_org, image_width,
- ch_org + y_size, (image_width + 1) / 2,
- ch_org + y_size + uv_size,
- (image_width + 1) / 2, image_width,
- image_height, image_width, image_height)) {
- delete[] ch_jpeg;
- break;
- }
- delete[] ch_jpeg;
- #else
- break;
- #endif // HAVE_JPEG
- }
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- size_t bytes_rec =
- fread(ch_rec, sizeof(uint8_t), total_size, file_rec[cur_rec]);
- if (bytes_rec < total_size) {
- #ifdef HAVE_JPEG
- // Try parsing file as a jpeg.
- uint8_t* const ch_jpeg = new uint8_t[bytes_rec];
- memcpy(ch_jpeg, ch_rec, bytes_rec);
- memset(ch_rec, 0, total_size);
- if (0 != libyuv::MJPGToI420(ch_jpeg, bytes_rec, ch_rec, image_width,
- ch_rec + y_size, (image_width + 1) / 2,
- ch_rec + y_size + uv_size,
- (image_width + 1) / 2, image_width,
- image_height, image_width, image_height)) {
- delete[] ch_jpeg;
- break;
- }
- delete[] ch_jpeg;
- #else
- break;
- #endif // HAVE_JPEG
- }
- if (verbose) {
- printf("%5d", number_of_frames);
- }
- if (do_psnr) {
- metric distorted_frame = {};
- metric* cur_distortion_psnr = &distortion_psnr[cur_rec];
- bool ismin = UpdateMetrics(ch_org, ch_rec, y_size, uv_size, total_size,
- number_of_frames, cur_distortion_psnr,
- &distorted_frame, true);
- if (verbose) {
- printf("\t%10.6f", distorted_frame.y);
- printf("\t%10.6f", distorted_frame.u);
- printf("\t%10.6f", distorted_frame.v);
- printf("\t%10.6f", distorted_frame.all);
- printf("\t%5s", ismin ? "min" : "");
- }
- }
- if (do_ssim) {
- metric distorted_frame = {};
- metric* cur_distortion_ssim = &distortion_ssim[cur_rec];
- bool ismin = UpdateMetrics(ch_org, ch_rec, y_size, uv_size, total_size,
- number_of_frames, cur_distortion_ssim,
- &distorted_frame, false);
- if (verbose) {
- printf("\t%10.6f", distorted_frame.y);
- printf("\t%10.6f", distorted_frame.u);
- printf("\t%10.6f", distorted_frame.v);
- printf("\t%10.6f", distorted_frame.all);
- printf("\t%5s", ismin ? "min" : "");
- }
- }
- if (verbose) {
- if (show_name) {
- printf("\t%s", argv[fileindex_rec + cur_rec]);
- }
- printf("\n");
- }
- }
- }
- // Final PSNR computation.
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- metric* cur_distortion_psnr = &distortion_psnr[cur_rec];
- metric* cur_distortion_ssim = &distortion_ssim[cur_rec];
- if (number_of_frames > 0) {
- const double norm = 1. / static_cast<double>(number_of_frames);
- cur_distortion_psnr->y *= norm;
- cur_distortion_psnr->u *= norm;
- cur_distortion_psnr->v *= norm;
- cur_distortion_psnr->all *= norm;
- cur_distortion_ssim->y *= norm;
- cur_distortion_ssim->u *= norm;
- cur_distortion_ssim->v *= norm;
- cur_distortion_ssim->all *= norm;
- }
- if (do_psnr) {
- const double global_psnr_y =
- ComputePSNR(cur_distortion_psnr->global_y,
- static_cast<double>(y_size) * number_of_frames);
- const double global_psnr_u =
- ComputePSNR(cur_distortion_psnr->global_u,
- static_cast<double>(uv_size) * number_of_frames);
- const double global_psnr_v =
- ComputePSNR(cur_distortion_psnr->global_v,
- static_cast<double>(uv_size) * number_of_frames);
- const double global_psnr_all =
- ComputePSNR(cur_distortion_psnr->global_all,
- static_cast<double>(total_size) * number_of_frames);
- printf("Global:\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d", global_psnr_y,
- global_psnr_u, global_psnr_v, global_psnr_all, number_of_frames);
- if (show_name) {
- printf("\t%s", argv[fileindex_rec + cur_rec]);
- }
- printf("\n");
- }
- if (!quiet) {
- printf("Avg:");
- if (do_psnr) {
- printf("\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d", cur_distortion_psnr->y,
- cur_distortion_psnr->u, cur_distortion_psnr->v,
- cur_distortion_psnr->all, number_of_frames);
- }
- if (do_ssim) {
- printf("\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d", cur_distortion_ssim->y,
- cur_distortion_ssim->u, cur_distortion_ssim->v,
- cur_distortion_ssim->all, number_of_frames);
- }
- if (show_name) {
- printf("\t%s", argv[fileindex_rec + cur_rec]);
- }
- printf("\n");
- }
- if (!quiet) {
- printf("Min:");
- if (do_psnr) {
- printf("\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d",
- cur_distortion_psnr->min_y, cur_distortion_psnr->min_u,
- cur_distortion_psnr->min_v, cur_distortion_psnr->min_all,
- cur_distortion_psnr->min_frame);
- }
- if (do_ssim) {
- printf("\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d",
- cur_distortion_ssim->min_y, cur_distortion_ssim->min_u,
- cur_distortion_ssim->min_v, cur_distortion_ssim->min_all,
- cur_distortion_ssim->min_frame);
- }
- if (show_name) {
- printf("\t%s", argv[fileindex_rec + cur_rec]);
- }
- printf("\n");
- }
- if (do_mse) {
- double global_mse_y =
- GetMSE(cur_distortion_psnr->global_y,
- static_cast<double>(y_size) * number_of_frames);
- double global_mse_u =
- GetMSE(cur_distortion_psnr->global_u,
- static_cast<double>(uv_size) * number_of_frames);
- double global_mse_v =
- GetMSE(cur_distortion_psnr->global_v,
- static_cast<double>(uv_size) * number_of_frames);
- double global_mse_all =
- GetMSE(cur_distortion_psnr->global_all,
- static_cast<double>(total_size) * number_of_frames);
- printf("MSE:\t%10.6f\t%10.6f\t%10.6f\t%10.6f\t%5d", global_mse_y,
- global_mse_u, global_mse_v, global_mse_all, number_of_frames);
- if (show_name) {
- printf("\t%s", argv[fileindex_rec + cur_rec]);
- }
- printf("\n");
- }
- }
- fclose(file_org);
- for (int cur_rec = 0; cur_rec < num_rec; ++cur_rec) {
- fclose(file_rec[cur_rec]);
- }
- delete[] distortion_psnr;
- delete[] distortion_ssim;
- delete[] ch_org;
- delete[] ch_rec;
- delete[] file_rec;
- return 0;
- }
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