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author | Matt A. Tobin <email@mattatobin.com> | 2020-04-07 23:30:51 -0400 |
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committer | Matt A. Tobin <email@mattatobin.com> | 2020-04-07 23:30:51 -0400 |
commit | 5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb (patch) | |
tree | 45d55e3e5e73c4255c4d71258d9be5b2d004d28f /third_party/aom/examples/noise_model.c | |
parent | 50f1986697a7412e4160976fa5e11217b4ef1f44 (diff) | |
download | UXP-5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb.tar UXP-5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb.tar.gz UXP-5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb.tar.lz UXP-5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb.tar.xz UXP-5545a8983ff0ef1fb52e64aef8e66fa9b13c1cbb.zip |
Move aom source to a sub-directory under media/libaom
There is no damned reason to treat this differently than any other media lib given its license and there never was.
Diffstat (limited to 'third_party/aom/examples/noise_model.c')
-rw-r--r-- | third_party/aom/examples/noise_model.c | 431 |
1 files changed, 0 insertions, 431 deletions
diff --git a/third_party/aom/examples/noise_model.c b/third_party/aom/examples/noise_model.c deleted file mode 100644 index 5cc6003b6..000000000 --- a/third_party/aom/examples/noise_model.c +++ /dev/null @@ -1,431 +0,0 @@ -/* - * Copyright (c) 2018, 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. - */ - -/*!\file - * \brief This is an sample binary to create noise params from input video. - * - * To allow for external denoising applications, this sample binary illustrates - * how to create a film grain table (film grain params as a function of time) - * from an input video and its corresponding denoised source. - * - * The --output-grain-table file can be passed as input to the encoder (in - * aomenc this is done through the "--film-grain-table" parameter). - * - * As an example, where the input source is an 854x480 yuv420p 8-bit video - * named "input.854_480.yuv" you would use steps similar to the following: - * - * # Run your denoiser (e.g, using hqdn3d filter): - * ffmpeg -vcodec rawvideo -video_size 854x480 -i input.854_480.yuv \ - * -vf hqdn3d=5:5:5:5 -vcodec rawvideo -an -f rawvideo \ - * denoised.854_480.yuv - * - * # Model the noise between the denoised version and original source: - * ./examples/noise_model --fps=25/1 --width=854 --height=480 --i420 \ - * --input-denoised=denoised.854_480.yuv --input=original.854_480.yuv \ - * --output-grain-table=film_grain.tbl - * - * # Encode with your favorite settings (including the grain table): - * aomenc --limit=100 --cpu-used=4 --input-bit-depth=8 \ - * --i420 -w 854 -h 480 --end-usage=q --cq-level=25 --lag-in-frames=25 \ - * --auto-alt-ref=2 --bit-depth=8 --film-grain-table=film_grain.tbl \ - * -o denoised_with_grain_params.ivf denoised.854_480.yuv - */ -#include <math.h> -#include <stdio.h> -#include <stdlib.h> -#include <string.h> - -#include "aom/aom_encoder.h" -#include "aom_dsp/aom_dsp_common.h" - -#if CONFIG_AV1_DECODER -#include "aom_dsp/grain_synthesis.h" -#endif - -#include "aom_dsp/grain_table.h" -#include "aom_dsp/noise_model.h" -#include "aom_dsp/noise_util.h" -#include "aom_mem/aom_mem.h" -#include "common/args.h" -#include "common/tools_common.h" -#include "common/video_writer.h" - -static const char *exec_name; - -void usage_exit(void) { - fprintf(stderr, - "Usage: %s --input=<input> --input-denoised=<denoised> " - "--output-grain-table=<outfile> " - "See comments in noise_model.c for more information.\n", - exec_name); - exit(EXIT_FAILURE); -} - -static const arg_def_t help = - ARG_DEF(NULL, "help", 0, "Show usage options and exit"); -static const arg_def_t width_arg = - ARG_DEF("w", "width", 1, "Input width (if rawvideo)"); -static const arg_def_t height_arg = - ARG_DEF("h", "height", 1, "Input height (if rawvideo)"); -static const arg_def_t skip_frames_arg = - ARG_DEF("s", "skip-frames", 1, "Number of frames to skip (default = 1)"); -static const arg_def_t fps_arg = ARG_DEF(NULL, "fps", 1, "Frame rate"); -static const arg_def_t input_arg = ARG_DEF("-i", "input", 1, "Input filename"); -static const arg_def_t output_grain_table_arg = - ARG_DEF("n", "output-grain-table", 1, "Output noise file"); -static const arg_def_t input_denoised_arg = - ARG_DEF("d", "input-denoised", 1, "Input denoised filename (YUV) only"); -static const arg_def_t flat_block_finder_arg = - ARG_DEF("b", "flat-block-finder", 1, "Run the flat block finder"); -static const arg_def_t block_size_arg = - ARG_DEF("b", "block-size", 1, "Block size"); -static const arg_def_t bit_depth_arg = - ARG_DEF(NULL, "bit-depth", 1, "Bit depth of input"); -static const arg_def_t use_i420 = - ARG_DEF(NULL, "i420", 0, "Input file (and denoised) is I420 (default)"); -static const arg_def_t use_i422 = - ARG_DEF(NULL, "i422", 0, "Input file (and denoised) is I422"); -static const arg_def_t use_i444 = - ARG_DEF(NULL, "i444", 0, "Input file (and denoised) is I444"); -static const arg_def_t debug_file_arg = - ARG_DEF(NULL, "debug-file", 1, "File to output debug info"); - -typedef struct { - int width; - int height; - struct aom_rational fps; - const char *input; - const char *input_denoised; - const char *output_grain_table; - int img_fmt; - int block_size; - int bit_depth; - int run_flat_block_finder; - int force_flat_psd; - int skip_frames; - const char *debug_file; -} noise_model_args_t; - -void parse_args(noise_model_args_t *noise_args, int *argc, char **argv) { - struct arg arg; - static const arg_def_t *main_args[] = { &help, - &input_arg, - &fps_arg, - &width_arg, - &height_arg, - &block_size_arg, - &output_grain_table_arg, - &input_denoised_arg, - &use_i420, - &use_i422, - &use_i444, - &debug_file_arg, - NULL }; - for (int argi = *argc + 1; *argv; argi++, argv++) { - if (arg_match(&arg, &help, argv)) { - fprintf(stdout, "\nOptions:\n"); - arg_show_usage(stdout, main_args); - exit(0); - } else if (arg_match(&arg, &width_arg, argv)) { - noise_args->width = atoi(arg.val); - } else if (arg_match(&arg, &height_arg, argv)) { - noise_args->height = atoi(arg.val); - } else if (arg_match(&arg, &input_arg, argv)) { - noise_args->input = arg.val; - } else if (arg_match(&arg, &input_denoised_arg, argv)) { - noise_args->input_denoised = arg.val; - } else if (arg_match(&arg, &output_grain_table_arg, argv)) { - noise_args->output_grain_table = arg.val; - } else if (arg_match(&arg, &block_size_arg, argv)) { - noise_args->block_size = atoi(arg.val); - } else if (arg_match(&arg, &bit_depth_arg, argv)) { - noise_args->bit_depth = atoi(arg.val); - } else if (arg_match(&arg, &flat_block_finder_arg, argv)) { - noise_args->run_flat_block_finder = atoi(arg.val); - } else if (arg_match(&arg, &fps_arg, argv)) { - noise_args->fps = arg_parse_rational(&arg); - } else if (arg_match(&arg, &use_i420, argv)) { - noise_args->img_fmt = AOM_IMG_FMT_I420; - } else if (arg_match(&arg, &use_i422, argv)) { - noise_args->img_fmt = AOM_IMG_FMT_I422; - } else if (arg_match(&arg, &use_i444, argv)) { - noise_args->img_fmt = AOM_IMG_FMT_I444; - } else if (arg_match(&arg, &skip_frames_arg, argv)) { - noise_args->skip_frames = atoi(arg.val); - } else if (arg_match(&arg, &debug_file_arg, argv)) { - noise_args->debug_file = arg.val; - } else { - fprintf(stdout, "Unknown arg: %s\n\nUsage:\n", *argv); - arg_show_usage(stdout, main_args); - exit(0); - } - } - if (noise_args->bit_depth > 8) { - noise_args->img_fmt |= AOM_IMG_FMT_HIGHBITDEPTH; - } -} - -#if CONFIG_AV1_DECODER -static void print_variance_y(FILE *debug_file, aom_image_t *raw, - aom_image_t *denoised, const uint8_t *flat_blocks, - int block_size, aom_film_grain_t *grain) { - aom_image_t renoised; - grain->apply_grain = 1; - grain->random_seed = 7391; - aom_img_alloc(&renoised, raw->fmt, raw->w, raw->h, 1); - - if (av1_add_film_grain(grain, denoised, &renoised)) { - fprintf(stderr, "Internal failure in av1_add_film_grain().\n"); - aom_img_free(&renoised); - return; - } - - const int num_blocks_w = (raw->w + block_size - 1) / block_size; - const int num_blocks_h = (raw->h + block_size - 1) / block_size; - fprintf(debug_file, "x = ["); - for (int by = 0; by < num_blocks_h; by++) { - for (int bx = 0; bx < num_blocks_w; bx++) { - double block_mean = 0; - double noise_std = 0, noise_mean = 0; - double renoise_std = 0, renoise_mean = 0; - for (int yi = 0; yi < block_size; ++yi) { - const int y = by * block_size + yi; - for (int xi = 0; xi < block_size; ++xi) { - const int x = bx * block_size + xi; - const double noise_v = (raw->planes[0][y * raw->stride[0] + x] - - denoised->planes[0][y * raw->stride[0] + x]); - noise_mean += noise_v; - noise_std += noise_v * noise_v; - - block_mean += raw->planes[0][y * raw->stride[0] + x]; - - const double renoise_v = - (renoised.planes[0][y * raw->stride[0] + x] - - denoised->planes[0][y * raw->stride[0] + x]); - renoise_mean += renoise_v; - renoise_std += renoise_v * renoise_v; - } - } - int n = (block_size * block_size); - block_mean /= n; - noise_mean /= n; - renoise_mean /= n; - noise_std = sqrt(noise_std / n - noise_mean * noise_mean); - renoise_std = sqrt(renoise_std / n - renoise_mean * renoise_mean); - fprintf(debug_file, "%d %3.2lf %3.2lf %3.2lf ", - flat_blocks[by * num_blocks_w + bx], block_mean, noise_std, - renoise_std); - } - fprintf(debug_file, "\n"); - } - fprintf(debug_file, "];\n"); - - if (raw->fmt & AOM_IMG_FMT_HIGHBITDEPTH) { - fprintf(stderr, - "Detailed debug info not supported for high bit" - "depth formats\n"); - } else { - fprintf(debug_file, "figure(2); clf;\n"); - fprintf(debug_file, - "scatter(x(:, 2:4:end), x(:, 3:4:end), 'r'); hold on;\n"); - fprintf(debug_file, "scatter(x(:, 2:4:end), x(:, 4:4:end), 'b');\n"); - fprintf(debug_file, - "plot(linspace(0, 255, length(noise_strength_0)), " - "noise_strength_0, 'b');\n"); - fprintf(debug_file, - "title('Scatter plot of intensity vs noise strength');\n"); - fprintf(debug_file, - "legend('Actual', 'Estimated', 'Estimated strength');\n"); - fprintf(debug_file, "figure(3); clf;\n"); - fprintf(debug_file, "scatter(x(:, 3:4:end), x(:, 4:4:end), 'k');\n"); - fprintf(debug_file, "title('Actual vs Estimated');\n"); - fprintf(debug_file, "pause(3);\n"); - } - aom_img_free(&renoised); -} -#endif - -static void print_debug_info(FILE *debug_file, aom_image_t *raw, - aom_image_t *denoised, uint8_t *flat_blocks, - int block_size, aom_noise_model_t *noise_model) { - (void)raw; - (void)denoised; - (void)flat_blocks; - (void)block_size; - fprintf(debug_file, "figure(3); clf;\n"); - fprintf(debug_file, "figure(2); clf;\n"); - fprintf(debug_file, "figure(1); clf;\n"); - for (int c = 0; c < 3; ++c) { - fprintf(debug_file, "noise_strength_%d = [\n", c); - const aom_equation_system_t *eqns = - &noise_model->combined_state[c].strength_solver.eqns; - for (int k = 0; k < eqns->n; ++k) { - fprintf(debug_file, "%lf ", eqns->x[k]); - } - fprintf(debug_file, "];\n"); - fprintf(debug_file, "plot(noise_strength_%d); hold on;\n", c); - } - fprintf(debug_file, "legend('Y', 'cb', 'cr');\n"); - fprintf(debug_file, "title('Noise strength function');\n"); - -#if CONFIG_AV1_DECODER - aom_film_grain_t grain; - aom_noise_model_get_grain_parameters(noise_model, &grain); - print_variance_y(debug_file, raw, denoised, flat_blocks, block_size, &grain); -#endif - fflush(debug_file); -} - -int main(int argc, char *argv[]) { - noise_model_args_t args = { 0, 0, { 25, 1 }, 0, 0, 0, AOM_IMG_FMT_I420, - 32, 8, 1, 0, 1, NULL }; - aom_image_t raw, denoised; - FILE *infile = NULL; - AvxVideoInfo info; - - memset(&info, 0, sizeof(info)); - - exec_name = argv[0]; - parse_args(&args, &argc, argv + 1); - - info.frame_width = args.width; - info.frame_height = args.height; - info.time_base.numerator = args.fps.den; - info.time_base.denominator = args.fps.num; - - if (info.frame_width <= 0 || info.frame_height <= 0 || - (info.frame_width % 2) != 0 || (info.frame_height % 2) != 0) { - die("Invalid frame size: %dx%d", info.frame_width, info.frame_height); - } - if (!aom_img_alloc(&raw, args.img_fmt, info.frame_width, info.frame_height, - 1)) { - die("Failed to allocate image."); - } - if (!aom_img_alloc(&denoised, args.img_fmt, info.frame_width, - info.frame_height, 1)) { - die("Failed to allocate image."); - } - infile = fopen(args.input, "r"); - if (!infile) { - die("Failed to open input file:", args.input); - } - fprintf(stderr, "Bit depth: %d stride:%d\n", args.bit_depth, raw.stride[0]); - - const int high_bd = args.bit_depth > 8; - const int block_size = args.block_size; - aom_flat_block_finder_t block_finder; - aom_flat_block_finder_init(&block_finder, block_size, args.bit_depth, - high_bd); - - const int num_blocks_w = (info.frame_width + block_size - 1) / block_size; - const int num_blocks_h = (info.frame_height + block_size - 1) / block_size; - uint8_t *flat_blocks = (uint8_t *)aom_malloc(num_blocks_w * num_blocks_h); - // Sets the random seed on the first entry in the output table - int16_t random_seed = 7391; - aom_noise_model_t noise_model; - aom_noise_model_params_t params = { AOM_NOISE_SHAPE_SQUARE, 3, args.bit_depth, - high_bd }; - aom_noise_model_init(&noise_model, params); - - FILE *denoised_file = 0; - if (args.input_denoised) { - denoised_file = fopen(args.input_denoised, "rb"); - if (!denoised_file) - die("Unable to open input_denoised: %s", args.input_denoised); - } else { - die("--input-denoised file must be specified"); - } - FILE *debug_file = 0; - if (args.debug_file) { - debug_file = fopen(args.debug_file, "w"); - } - aom_film_grain_table_t grain_table = { 0, 0 }; - - int64_t prev_timestamp = 0; - int frame_count = 0; - while (aom_img_read(&raw, infile)) { - if (args.input_denoised) { - if (!aom_img_read(&denoised, denoised_file)) { - die("Unable to read input denoised file"); - } - } - if (frame_count % args.skip_frames == 0) { - int num_flat_blocks = num_blocks_w * num_blocks_h; - memset(flat_blocks, 1, num_flat_blocks); - if (args.run_flat_block_finder) { - memset(flat_blocks, 0, num_flat_blocks); - num_flat_blocks = aom_flat_block_finder_run( - &block_finder, raw.planes[0], info.frame_width, info.frame_height, - info.frame_width, flat_blocks); - fprintf(stdout, "Num flat blocks %d\n", num_flat_blocks); - } - - const uint8_t *planes[3] = { raw.planes[0], raw.planes[1], - raw.planes[2] }; - uint8_t *denoised_planes[3] = { denoised.planes[0], denoised.planes[1], - denoised.planes[2] }; - int strides[3] = { raw.stride[0] >> high_bd, raw.stride[1] >> high_bd, - raw.stride[2] >> high_bd }; - int chroma_sub[3] = { raw.x_chroma_shift, raw.y_chroma_shift, 0 }; - - fprintf(stdout, "Updating noise model...\n"); - aom_noise_status_t status = aom_noise_model_update( - &noise_model, (const uint8_t *const *)planes, - (const uint8_t *const *)denoised_planes, info.frame_width, - info.frame_height, strides, chroma_sub, flat_blocks, block_size); - - int64_t cur_timestamp = - frame_count * 10000000ULL * args.fps.den / args.fps.num; - if (status == AOM_NOISE_STATUS_DIFFERENT_NOISE_TYPE) { - fprintf(stdout, - "Noise type is different, updating parameters for time " - "[ %" PRId64 ", %" PRId64 ")\n", - prev_timestamp, cur_timestamp); - aom_film_grain_t grain; - aom_noise_model_get_grain_parameters(&noise_model, &grain); - grain.random_seed = random_seed; - random_seed = 0; - aom_film_grain_table_append(&grain_table, prev_timestamp, cur_timestamp, - &grain); - aom_noise_model_save_latest(&noise_model); - prev_timestamp = cur_timestamp; - } - if (debug_file) { - print_debug_info(debug_file, &raw, &denoised, flat_blocks, block_size, - &noise_model); - } - fprintf(stdout, "Done noise model update, status = %d\n", status); - } - frame_count++; - } - - aom_film_grain_t grain; - aom_noise_model_get_grain_parameters(&noise_model, &grain); - grain.random_seed = random_seed; - aom_film_grain_table_append(&grain_table, prev_timestamp, INT64_MAX, &grain); - if (args.output_grain_table) { - struct aom_internal_error_info error_info; - if (AOM_CODEC_OK != aom_film_grain_table_write(&grain_table, - args.output_grain_table, - &error_info)) { - die("Unable to write output film grain table"); - } - } - aom_film_grain_table_free(&grain_table); - - if (infile) fclose(infile); - if (denoised_file) fclose(denoised_file); - if (debug_file) fclose(debug_file); - aom_img_free(&raw); - aom_img_free(&denoised); - - return EXIT_SUCCESS; -} |