Functions
static void	av1_calc_indices (const int16_t data, const int16_t centroids, uint8_t *indices, int n, int k, int dim)
	Calculates the cluster to which each data point belong.

static void	av1_k_means (const int16_t data, int16_t centroids, uint8_t *indices, int n, int k, int dim, int max_itr)
	Performs k-means cluster on the data.

int	av1_remove_duplicates (int16_t *centroids, int num_centroids)
	Removes duplicated centroid indices.

int	av1_index_color_cache (const uint16_t color_cache, int n_cache, const uint16_t colors, int n_colors, uint8_t cache_color_found, int out_cache_colors)
	Checks what colors are in the color cache.

int	av1_get_palette_delta_bits_v (const PALETTE_MODE_INFO const pmi, int bit_depth, int zero_count, int *min_bits)
	Gets the rate cost for each delta-encoding v palette.

int	av1_palette_color_cost_y (const PALETTE_MODE_INFO const pmi, const uint16_t color_cache, int n_cache, int bit_depth)
	Gets the rate cost for transmitting luma palette color values.

int	av1_palette_color_cost_uv (const PALETTE_MODE_INFO const pmi, const uint16_t color_cache, int n_cache, int bit_depth)
	Gets the rate cost for transmitting luma palette chroma values.

void	av1_rd_pick_palette_intra_sby (const struct AV1_COMP cpi, struct macroblock x, BLOCK_SIZE bsize, int dc_mode_cost, MB_MODE_INFO best_mbmi, uint8_t best_palette_color_map, int64_t best_rd, int rate, int rate_tokenonly, int64_t distortion, uint8_t skippable, int beat_best_rd, struct PICK_MODE_CONTEXT ctx, uint8_t best_blk_skip, uint8_t *tx_type_map)
	Search for the best palette in the luma plane.

void	av1_rd_pick_palette_intra_sbuv (const struct AV1_COMP cpi, struct macroblock x, int dc_mode_cost, uint8_t best_palette_color_map, MB_MODE_INFO const best_mbmi, int64_t best_rd, int rate, int rate_tokenonly, int64_t distortion, uint8_t *skippable)
	Search for the best palette in the chroma plane.

static void	palette_rd_y (const AV1_COMP const cpi, MACROBLOCK x, MB_MODE_INFO mbmi, BLOCK_SIZE bsize, int dc_mode_cost, const int16_t data, int16_t centroids, int n, uint16_t color_cache, int n_cache, bool do_header_rd_based_gating, MB_MODE_INFO best_mbmi, uint8_t best_palette_color_map, int64_t best_rd, int rate, int rate_tokenonly, int64_t distortion, uint8_t skippable, int beat_best_rd, PICK_MODE_CONTEXT ctx, uint8_t blk_skip, uint8_t tx_type_map, int beat_best_palette_rd, bool *do_header_rd_based_breakout, int discount_color_cost)
	Calculate the luma palette cost from a given color palette.

Detailed Description

This module describes palette mode search algorithm in AV1. More details will be added.

Function Documentation

◆ av1_calc_indices()

static void av1_calc_indices	(	const int16_t *	data,
		const int16_t *	centroids,
		uint8_t *	indices,
		int	n,
		int	k,
		int	dim )

inlinestatic

Calculates the cluster to which each data point belong.

Parameters

[in]	data	The data points whose cluster indices are to be computed. The data layout is NUM_DATA_POINTS X DATA_DIM.
[in]	centroids	Pointer to the centroids. The data layout is NUM_CENTROIDS X DATA_DIM.
[in]	indices	Pointer to store the computed indices.
[in]	n	Number of data points.
[in]	k	Number of clusters.
[in]	dim	Data dimension.

Remarks: Returns nothing, but saves each data's cluster index in indices.

Referenced by palette_rd_y().

◆ av1_k_means()

static void av1_k_means	(	const int16_t *	data,
		int16_t *	centroids,
		uint8_t *	indices,
		int	n,
		int	k,
		int	dim,
		int	max_itr )

inlinestatic

Performs k-means cluster on the data.

Parameters

[in]	data	The data points to be clustered. The data layout is NUM_DATA_POINTS X DATA_DIM.
[in]	centroids	Pointer to store the computed centroids. The data layout is NUM_CENTROIDS X DATA_DIM.
[in]	indices	Pointer to store the computed indices. For each training data.
[in]	n	Number of data points.
[in]	k	Number of clusters.
[in]	dim	Data dimension.
[in]	max_itr	Maximum number of iterations to run.

Remarks: Returns nothing, but saves each cluster's centroid in centroids and each data's cluster index in indices.

Attention: The output centroids are rounded off to nearest integers.

References av1_k_means().

Referenced by av1_k_means().

◆ av1_remove_duplicates()

int av1_remove_duplicates	(	int16_t *	centroids,
		int	num_centroids )

Removes duplicated centroid indices.

Parameters

[in]	centroids	A list of centroids index.
[in]	num_centroids	Number of centroids.

Returns: Returns the number of unique centroids and saves the unique centroids in beginning of the centroids array.

Attention: The centroids should be rounded to integers before calling this method.

Referenced by palette_rd_y().

◆ av1_index_color_cache()

int av1_index_color_cache	(	const uint16_t *	color_cache,
		int	n_cache,
		const uint16_t *	colors,
		int	n_colors,
		uint8_t *	cache_color_found,
		int *	out_cache_colors )

Checks what colors are in the color cache.

Parameters

[in]	color_cache	A cache of colors.
[in]	n_cache	Number of colors in the cache.
[in]	colors	New base colors.
[in]	n_colors	Number of new colors.
[in]	cache_color_found	Stores what cached colors are presented in colors.
[in]	out_cache_colors	Stores what colors are not in the cache.

Returns: Returns the number of colors that are not in cache. In addition, records whether each cache color is presented in colors in cache_color_found, and stores and stores the out of cache colors in out_cache_colors.

Referenced by av1_palette_color_cost_uv(), and av1_palette_color_cost_y().

◆ av1_get_palette_delta_bits_v()

int av1_get_palette_delta_bits_v	(	const PALETTE_MODE_INFO *const	pmi,
		int	bit_depth,
		int *	zero_count,
		int *	min_bits )

Gets the rate cost for each delta-encoding v palette.

Parameters

[in]	pmi	Struct that stores the palette mode info.
[in]	bit_depth	Pixel bitdepth of the sequence.
[in]	zero_count	Stores the number of zero deltas.
[in]	min_bits	Minimum bits for the deltas. Sets to bit_depth - 4.

Returns: Returns the number of bits used to transmit each v palette color delta and assigns zero_count with the number of deltas being 0.

Referenced by av1_palette_color_cost_uv().

◆ av1_palette_color_cost_y()

int av1_palette_color_cost_y	(	const PALETTE_MODE_INFO *const	pmi,
		const uint16_t *	color_cache,
		int	n_cache,
		int	bit_depth )

Gets the rate cost for transmitting luma palette color values.

Parameters

[in]	pmi	Struct that stores the palette mode info.
[in]	color_cache	Color cache presented at the decoder.
[in]	n_cache	Number of colors in the cache.
[in]	bit_depth	Pixel bitdepth of the sequence.

Returns: Returns the rate needed to transmit the palette. Note that this does not include the cost of transmitted the color map.

References av1_index_color_cache().

Referenced by intra_mode_info_cost_y().

◆ av1_palette_color_cost_uv()

int av1_palette_color_cost_uv	(	const PALETTE_MODE_INFO *const	pmi,
		const uint16_t *	color_cache,
		int	n_cache,
		int	bit_depth )

Gets the rate cost for transmitting luma palette chroma values.

Parameters

[in]	pmi	Struct that stores the palette mode info.
[in]	color_cache	Color cache presented at the decoder.
[in]	n_cache	Number of colors in the cache.
[in]	bit_depth	Pixel bitdepth of the sequence.

Returns: Returns the rate needed to transmit the palette. Note that this does not include the cost of transmitted the color map.

References av1_get_palette_delta_bits_v(), and av1_index_color_cache().

Referenced by intra_mode_info_cost_uv().

◆ av1_rd_pick_palette_intra_sby()

void av1_rd_pick_palette_intra_sby	(	const struct AV1_COMP *	cpi,
		struct macroblock *	x,
		BLOCK_SIZE	bsize,
		int	dc_mode_cost,
		MB_MODE_INFO *	best_mbmi,
		uint8_t *	best_palette_color_map,
		int64_t *	best_rd,
		int *	rate,
		int *	rate_tokenonly,
		int64_t *	distortion,
		uint8_t *	skippable,
		int *	beat_best_rd,
		struct PICK_MODE_CONTEXT *	ctx,
		uint8_t *	best_blk_skip,
		uint8_t *	tx_type_map )

Search for the best palette in the luma plane.

This function is used in both inter and intra frame coding.

Referenced by av1_rd_pick_intra_sby_mode(), av1_search_palette_mode(), and av1_search_palette_mode_luma().

◆ av1_rd_pick_palette_intra_sbuv()

void av1_rd_pick_palette_intra_sbuv	(	const struct AV1_COMP *	cpi,
		struct macroblock *	x,
		int	dc_mode_cost,
		uint8_t *	best_palette_color_map,
		MB_MODE_INFO *const	best_mbmi,
		int64_t *	best_rd,
		int *	rate,
		int *	rate_tokenonly,
		int64_t *	distortion,
		uint8_t *	skippable )

Search for the best palette in the chroma plane.

This function is used in both inter and intra frame coding.

Referenced by av1_rd_pick_intra_sbuv_mode().

◆ palette_rd_y()

static void palette_rd_y	(	const AV1_COMP *const	cpi,
		MACROBLOCK *	x,
		MB_MODE_INFO *	mbmi,
		BLOCK_SIZE	bsize,
		int	dc_mode_cost,
		const int16_t *	data,
		int16_t *	centroids,
		int	n,
		uint16_t *	color_cache,
		int	n_cache,
		bool	do_header_rd_based_gating,
		MB_MODE_INFO *	best_mbmi,
		uint8_t *	best_palette_color_map,
		int64_t *	best_rd,
		int *	rate,
		int *	rate_tokenonly,
		int64_t *	distortion,
		uint8_t *	skippable,
		int *	beat_best_rd,
		PICK_MODE_CONTEXT *	ctx,
		uint8_t *	blk_skip,
		uint8_t *	tx_type_map,
		int *	beat_best_palette_rd,
		bool *	do_header_rd_based_breakout,
		int	discount_color_cost )

inlinestatic

Calculate the luma palette cost from a given color palette.

Given the base colors as specified in centroids[], calculate the RD cost of palette mode.

References av1_calc_indices(), av1_pick_uniform_tx_size_type_yrd(), av1_remove_duplicates(), TxfmSearchInfo::blk_skip, MB_MODE_INFO::bsize, AV1_COMP::common, macroblock::e_mbd, intra_mode_info_cost_y(), SPEED_FEATURES::intra_sf, macroblockd::lossless, MB_MODE_INFO::palette_mode_info, macroblockd::plane, macroblock::rdmult, MB_MODE_INFO::segment_id, AV1Common::seq_params, AV1_COMP::sf, MB_MODE_INFO::tx_size, macroblockd::tx_type_map, macroblock::txfm_search_info, and SPEED_FEATURES::winner_mode_sf.

Functions

Detailed Description

Function Documentation

◆ av1_calc_indices()

◆ av1_k_means()

◆ av1_remove_duplicates()

◆ av1_index_color_cache()

◆ av1_get_palette_delta_bits_v()

◆ av1_palette_color_cost_y()

◆ av1_palette_color_cost_uv()

◆ av1_rd_pick_palette_intra_sby()

◆ av1_rd_pick_palette_intra_sbuv()

◆ palette_rd_y()