@@ -402,7 +402,7 @@ OBJS-$(CONFIG_OWDENOISE_FILTER) += vf_owdenoise.o
OBJS-$(CONFIG_PAD_FILTER) += vf_pad.o
OBJS-$(CONFIG_PAD_OPENCL_FILTER) += vf_pad_opencl.o opencl.o opencl/pad.o
OBJS-$(CONFIG_PALETTEGEN_FILTER) += vf_palettegen.o
-OBJS-$(CONFIG_PALETTEUSE_FILTER) += vf_paletteuse.o framesync.o
+OBJS-$(CONFIG_PALETTEUSE_FILTER) += vf_paletteuse.o framesync.o palette.o
OBJS-$(CONFIG_PERMS_FILTER) += f_perms.o
OBJS-$(CONFIG_PERSPECTIVE_FILTER) += vf_perspective.o
OBJS-$(CONFIG_PHASE_FILTER) += vf_phase.o
@@ -23,6 +23,8 @@
* Use a palette to downsample an input video stream.
*/
+#include <float.h>
+
#include "libavutil/bprint.h"
#include "libavutil/file_open.h"
#include "libavutil/internal.h"
@@ -32,6 +34,7 @@
#include "filters.h"
#include "framesync.h"
#include "internal.h"
+#include "palette.h"
enum dithering_mode {
DITHERING_NONE,
@@ -56,8 +59,13 @@ enum diff_mode {
NB_DIFF_MODE
};
+struct color_info {
+ uint32_t srgb;
+ float lab[3];
+};
+
struct color_node {
- uint32_t val;
+ struct color_info c;
uint8_t palette_id;
int split;
int left_id, right_id;
@@ -103,7 +111,7 @@ typedef struct PaletteUseContext {
char *dot_filename;
int color_search_method;
int calc_mean_err;
- uint64_t total_mean_err;
+ double total_mean_err;
int debug_accuracy;
} PaletteUseContext;
@@ -162,33 +170,41 @@ static av_always_inline uint32_t dither_color(uint32_t px, int er, int eg,
| av_clip_uint8((px & 0xff) + ((eb * scale) / (1<<shift)));
}
-static av_always_inline int diff(const uint32_t a, const uint32_t b, const int trans_thresh)
+static av_always_inline float diff(const struct color_info *a, const struct color_info *b, const int trans_thresh)
{
- // XXX: try L*a*b with CIE76 (dL*dL + da*da + db*db)
- const uint8_t c1[] = {a >> 24, a >> 16 & 0xff, a >> 8 & 0xff, a & 0xff};
- const uint8_t c2[] = {b >> 24, b >> 16 & 0xff, b >> 8 & 0xff, b & 0xff};
- const int dr = c1[1] - c2[1];
- const int dg = c1[2] - c2[2];
- const int db = c1[3] - c2[3];
-
- if (c1[0] < trans_thresh && c2[0] < trans_thresh) {
+ const uint8_t alpha_a = a->srgb >> 24;
+ const uint8_t alpha_b = b->srgb >> 24;
+
+ if (alpha_a < trans_thresh && alpha_b < trans_thresh) {
return 0;
- } else if (c1[0] >= trans_thresh && c2[0] >= trans_thresh) {
- return dr*dr + dg*dg + db*db;
+ } else if (alpha_a >= trans_thresh && alpha_b >= trans_thresh) {
+ const float dL = a->lab[0] - b->lab[0];
+ const float da = a->lab[1] - b->lab[1];
+ const float db = a->lab[2] - b->lab[2];
+ return dL*dL + da*da + db*db;
} else {
- return 255*255 + 255*255 + 255*255;
+ return 2.f; /* above the oklab max diff */
}
}
-static av_always_inline uint8_t colormap_nearest_bruteforce(const uint32_t *palette, const uint32_t target, const int trans_thresh)
+static struct color_info get_color_from_srgb(uint32_t srgb)
+{
+ const struct Lab lab = ff_srgb_u8_to_oklab(srgb);
+ struct color_info ret = {.srgb=srgb, .lab={lab.L, lab.a, lab.b}};
+ return ret;
+}
+
+static av_always_inline uint8_t colormap_nearest_bruteforce(const uint32_t *palette, const struct color_info *target, const int trans_thresh)
{
- int i, pal_id = -1, min_dist = INT_MAX;
+ int i, pal_id = -1;
+ float min_dist = FLT_MAX;
for (i = 0; i < AVPALETTE_COUNT; i++) {
const uint32_t c = palette[i];
if (c >> 24 >= trans_thresh) { // ignore transparent entry
- const int d = diff(palette[i], target, trans_thresh);
+ const struct color_info pal_color = get_color_from_srgb(palette[i]);
+ const float d = diff(&pal_color, target, trans_thresh);
if (d < min_dist) {
pal_id = i;
min_dist = d;
@@ -206,14 +222,13 @@ struct nearest_color {
static void colormap_nearest_node(const struct color_node *map,
const int node_pos,
- const uint32_t target,
+ const struct color_info *target,
const int trans_thresh,
struct nearest_color *nearest)
{
const struct color_node *kd = map + node_pos;
- const int shift = (2 - kd->split) * 8;
- int dx, nearer_kd_id, further_kd_id;
- const uint32_t current = kd->val;
+ int nearer_kd_id, further_kd_id;
+ const struct color_info *current = &kd->c;
const int current_to_target = diff(target, current, trans_thresh);
if (current_to_target < nearest->dist_sqd) {
@@ -222,7 +237,7 @@ static void colormap_nearest_node(const struct color_node *map,
}
if (kd->left_id != -1 || kd->right_id != -1) {
- dx = (int)(target>>shift & 0xff) - (int)(current>>shift & 0xff);
+ const float dx = target->lab[kd->split] - current->lab[kd->split];
if (dx <= 0) nearer_kd_id = kd->left_id, further_kd_id = kd->right_id;
else nearer_kd_id = kd->right_id, further_kd_id = kd->left_id;
@@ -235,7 +250,7 @@ static void colormap_nearest_node(const struct color_node *map,
}
}
-static av_always_inline uint8_t colormap_nearest_recursive(const struct color_node *node, const uint8_t target, const int trans_thresh)
+static av_always_inline uint8_t colormap_nearest_recursive(const struct color_node *node, const struct color_info *target, const int trans_thresh)
{
struct nearest_color res = {.dist_sqd = INT_MAX, .node_pos = -1};
colormap_nearest_node(node, 0, target, trans_thresh, &res);
@@ -247,17 +262,18 @@ struct stack_node {
int dx2;
};
-static av_always_inline uint8_t colormap_nearest_iterative(const struct color_node *root, const uint32_t target, const int trans_thresh)
+static av_always_inline uint8_t colormap_nearest_iterative(const struct color_node *root, const struct color_info *target, const int trans_thresh)
{
- int pos = 0, best_node_id = -1, best_dist = INT_MAX, cur_color_id = 0;
+ int pos = 0, best_node_id = -1, cur_color_id = 0;
+ float best_dist = FLT_MAX;
struct stack_node nodes[16];
struct stack_node *node = &nodes[0];
for (;;) {
const struct color_node *kd = &root[cur_color_id];
- const uint32_t current = kd->val;
- const int current_to_target = diff(target, current, trans_thresh);
+ const struct color_info *current = &kd->c;
+ const float current_to_target = diff(target, current, trans_thresh);
/* Compare current color node to the target and update our best node if
* it's actually better. */
@@ -270,8 +286,7 @@ static av_always_inline uint8_t colormap_nearest_iterative(const struct color_no
/* Check if it's not a leaf */
if (kd->left_id != -1 || kd->right_id != -1) {
- const int shift = (2 - kd->split) * 8;
- const int dx = (target>>shift & 0xff) - (current>>shift & 0xff);
+ const float dx = target->lab[kd->split] - current->lab[kd->split];
int nearer_kd_id, further_kd_id;
/* Define which side is the most interesting. */
@@ -332,6 +347,7 @@ static av_always_inline int color_get(PaletteUseContext *s, uint32_t color,
const enum color_search_method search_method)
{
int i;
+ struct color_info clrinfo;
const uint8_t rhash = (color>>16) & ((1<<NBITS)-1);
const uint8_t ghash = (color>> 8) & ((1<<NBITS)-1);
const uint8_t bhash = color & ((1<<NBITS)-1);
@@ -355,7 +371,8 @@ static av_always_inline int color_get(PaletteUseContext *s, uint32_t color,
if (!e)
return AVERROR(ENOMEM);
e->color = color;
- e->pal_entry = COLORMAP_NEAREST(search_method, s->palette, s->map, color, s->trans_thresh);
+ clrinfo = get_color_from_srgb(color);
+ e->pal_entry = COLORMAP_NEAREST(search_method, s->palette, s->map, &clrinfo, s->trans_thresh);
return e->pal_entry;
}
@@ -494,20 +511,18 @@ static void disp_node(AVBPrint *buf,
int depth)
{
const struct color_node *node = &map[node_id];
- const uint32_t fontcolor = (node->val>>16 & 0xff) > 0x50 &&
- (node->val>> 8 & 0xff) > 0x50 &&
- (node->val & 0xff) > 0x50 ? 0 : 0xffffff;
- const int rgb_comp = node->split;
+ const uint32_t fontcolor = node->c.lab[0] > 0.5 ? 0 : 0xffffff;
+ const int lab_comp = node->split;
av_bprintf(buf, "%*cnode%d ["
- "label=\"%c%02X%c%02X%c%02X%c\" "
+ "label=\"%c%.3f%c%.3f%c%.3f%c\" "
"fillcolor=\"#%06"PRIX32"\" "
"fontcolor=\"#%06"PRIX32"\"]\n",
depth*INDENT, ' ', node->palette_id,
- "[ "[rgb_comp], node->val>>16 & 0xff,
- "][ "[rgb_comp], node->val>> 8 & 0xff,
- " ]["[rgb_comp], node->val & 0xff,
- " ]"[rgb_comp],
- node->val & 0xffffff,
+ "[ "[lab_comp], node->c.lab[0],
+ "][ "[lab_comp], node->c.lab[1],
+ " ]["[lab_comp], node->c.lab[2],
+ " ]"[lab_comp],
+ node->c.srgb & 0xffffff,
fontcolor);
if (parent_id != -1)
av_bprintf(buf, "%*cnode%d -> node%d\n", depth*INDENT, ' ',
@@ -550,18 +565,18 @@ static int debug_accuracy(const struct color_node *node, const uint32_t *palette
for (r = 0; r < 256; r++) {
for (g = 0; g < 256; g++) {
for (b = 0; b < 256; b++) {
- const uint32_t argb = 0xff000000 | r<<16 | g<<8 | b;
- const int r1 = COLORMAP_NEAREST(search_method, palette, node, argb, trans_thresh);
- const int r2 = colormap_nearest_bruteforce(palette, argb, trans_thresh);
+ const struct color_info target = get_color_from_srgb(0xff000000 | r<<16 | g<<8 | b);
+ const int r1 = COLORMAP_NEAREST(search_method, palette, node, &target, trans_thresh);
+ const int r2 = colormap_nearest_bruteforce(palette, &target, trans_thresh);
if (r1 != r2) {
- const uint32_t c1 = palette[r1];
- const uint32_t c2 = palette[r2];
- const int d1 = diff(0xff000000 | c1, argb, trans_thresh);
- const int d2 = diff(0xff000000 | c2, argb, trans_thresh);
- if (d1 != d2) {
+ const struct color_info pal_c1 = get_color_from_srgb(0xff000000 | palette[r1]);
+ const struct color_info pal_c2 = get_color_from_srgb(0xff000000 | palette[r2]);
+ const float d1 = diff(&pal_c1, &target, trans_thresh);
+ const float d2 = diff(&pal_c2, &target, trans_thresh);
+ if (fabsf(d1 - d2) > 0.0001) {
av_log(NULL, AV_LOG_ERROR,
- "/!\\ %02X%02X%02X: %d ! %d (%06"PRIX32" ! %06"PRIX32") / dist: %d ! %d\n",
- r, g, b, r1, r2, c1 & 0xffffff, c2 & 0xffffff, d1, d2);
+ "/!\\ %02X%02X%02X: %d ! %d (%06"PRIX32" ! %06"PRIX32") / dist: %g ! %g\n",
+ r, g, b, r1, r2, pal_c1.srgb & 0xffffff, pal_c2.srgb & 0xffffff, d1, d2);
ret = 1;
}
}
@@ -572,66 +587,63 @@ static int debug_accuracy(const struct color_node *node, const uint32_t *palette
}
struct color {
- uint32_t value;
+ struct Lab value;
uint8_t pal_id;
};
struct color_rect {
- uint8_t min[3];
- uint8_t max[3];
+ float min[3];
+ float max[3];
};
typedef int (*cmp_func)(const void *, const void *);
-#define DECLARE_CMP_FUNC(name, pos) \
+#define DECLARE_CMP_FUNC(name) \
static int cmp_##name(const void *pa, const void *pb) \
{ \
const struct color *a = pa; \
const struct color *b = pb; \
- return (int)(a->value >> (8 * (2 - (pos))) & 0xff) \
- - (int)(b->value >> (8 * (2 - (pos))) & 0xff); \
+ return FFDIFFSIGN(a->value.name, b->value.name); \
}
-DECLARE_CMP_FUNC(r, 0)
-DECLARE_CMP_FUNC(g, 1)
-DECLARE_CMP_FUNC(b, 2)
+DECLARE_CMP_FUNC(L)
+DECLARE_CMP_FUNC(a)
+DECLARE_CMP_FUNC(b)
-static const cmp_func cmp_funcs[] = {cmp_r, cmp_g, cmp_b};
+static const cmp_func cmp_funcs[] = {cmp_L, cmp_a, cmp_b};
static int get_next_color(const uint8_t *color_used, const uint32_t *palette,
int *component, const struct color_rect *box)
{
- int wr, wg, wb;
+ float wL, wa, wb;
int i, longest = 0;
unsigned nb_color = 0;
struct color_rect ranges;
struct color tmp_pal[256];
cmp_func cmpf;
- ranges.min[0] = ranges.min[1] = ranges.min[2] = 0xff;
- ranges.max[0] = ranges.max[1] = ranges.max[2] = 0x00;
+ ranges.min[0] = ranges.min[1] = ranges.min[2] = FLT_MAX;
+ ranges.max[0] = ranges.max[1] = ranges.max[2] = -FLT_MAX;
for (i = 0; i < AVPALETTE_COUNT; i++) {
const uint32_t c = palette[i];
const uint8_t a = c >> 24;
- const uint8_t r = c >> 16 & 0xff;
- const uint8_t g = c >> 8 & 0xff;
- const uint8_t b = c & 0xff;
+ const struct Lab lab = ff_srgb_u8_to_oklab(c);
if (color_used[i] || (a != 0xff) ||
- r < box->min[0] || g < box->min[1] || b < box->min[2] ||
- r > box->max[0] || g > box->max[1] || b > box->max[2])
+ lab.L < box->min[0] || lab.a < box->min[1] || lab.b < box->min[2] ||
+ lab.L > box->max[0] || lab.a > box->max[1] || lab.b > box->max[2])
continue;
- if (r < ranges.min[0]) ranges.min[0] = r;
- if (g < ranges.min[1]) ranges.min[1] = g;
- if (b < ranges.min[2]) ranges.min[2] = b;
+ if (lab.L < ranges.min[0]) ranges.min[0] = lab.L;
+ if (lab.a < ranges.min[1]) ranges.min[1] = lab.a;
+ if (lab.b < ranges.min[2]) ranges.min[2] = lab.b;
- if (r > ranges.max[0]) ranges.max[0] = r;
- if (g > ranges.max[1]) ranges.max[1] = g;
- if (b > ranges.max[2]) ranges.max[2] = b;
+ if (lab.L > ranges.max[0]) ranges.max[0] = lab.L;
+ if (lab.a > ranges.max[1]) ranges.max[1] = lab.a;
+ if (lab.b > ranges.max[2]) ranges.max[2] = lab.b;
- tmp_pal[nb_color].value = c;
+ tmp_pal[nb_color].value = lab;
tmp_pal[nb_color].pal_id = i;
nb_color++;
@@ -641,12 +653,12 @@ static int get_next_color(const uint8_t *color_used, const uint32_t *palette,
return -1;
/* define longest axis that will be the split component */
- wr = ranges.max[0] - ranges.min[0];
- wg = ranges.max[1] - ranges.min[1];
+ wL = ranges.max[0] - ranges.min[0];
+ wa = ranges.max[1] - ranges.min[1];
wb = ranges.max[2] - ranges.min[2];
- if (wr >= wg && wr >= wb) longest = 0;
- if (wg >= wr && wg >= wb) longest = 1;
- if (wb >= wr && wb >= wg) longest = 2;
+ if (wb >= wL && wb >= wa) longest = 2;
+ if (wa >= wL && wa >= wb) longest = 1;
+ if (wL >= wa && wL >= wb) longest = 0;
cmpf = cmp_funcs[longest];
*component = longest;
@@ -663,9 +675,8 @@ static int colormap_insert(struct color_node *map,
const int trans_thresh,
const struct color_rect *box)
{
- uint32_t c;
int component, cur_id;
- uint8_t comp_value;
+ float comp_value;
int node_left_id = -1, node_right_id = -1;
struct color_node *node;
struct color_rect box1, box2;
@@ -676,19 +687,18 @@ static int colormap_insert(struct color_node *map,
/* create new node with that color */
cur_id = (*nb_used)++;
- c = palette[pal_id];
node = &map[cur_id];
node->split = component;
node->palette_id = pal_id;
- node->val = c;
+ node->c = get_color_from_srgb(palette[pal_id]);
color_used[pal_id] = 1;
/* get the two boxes this node creates */
box1 = box2 = *box;
- comp_value = node->val >> ((2 - component) * 8) & 0xff;
+ comp_value = node->c.lab[component];
box1.max[component] = comp_value;
- box2.min[component] = FFMIN(comp_value + 1, 255);
+ box2.min[component] = comp_value + FLT_EPSILON;
node_left_id = colormap_insert(map, color_used, nb_used, palette, trans_thresh, &box1);
@@ -735,8 +745,8 @@ static void load_colormap(PaletteUseContext *s)
}
}
- box.min[0] = box.min[1] = box.min[2] = 0x00;
- box.max[0] = box.max[1] = box.max[2] = 0xff;
+ box.min[0] = box.min[1] = box.min[2] = -FLT_MAX;
+ box.max[0] = box.max[1] = box.max[2] = FLT_MAX;
colormap_insert(s->map, color_used, &nb_used, s->palette, s->trans_thresh, &box);
@@ -759,15 +769,13 @@ static void debug_mean_error(PaletteUseContext *s, const AVFrame *in1,
const int src1_linesize = in1->linesize[0] >> 2;
const int src2_linesize = in2->linesize[0];
const float div = in1->width * in1->height * 3;
- unsigned mean_err = 0;
+ float mean_err = 0.f;
for (y = 0; y < in1->height; y++) {
for (x = 0; x < in1->width; x++) {
- const uint32_t c1 = src1[x];
- const uint32_t c2 = palette[src2[x]];
- const uint32_t argb1 = 0xff000000 | c1;
- const uint32_t argb2 = 0xff000000 | c2;
- mean_err += diff(argb1, argb2, s->trans_thresh);
+ const struct color_info c1 = get_color_from_srgb(0xff000000 | src1[x]);
+ const struct color_info c2 = get_color_from_srgb(0xff000000 | palette[src2[x]]);
+ mean_err += diff(&c1, &c2, s->trans_thresh);
}
src1 += src1_linesize;
src2 += src2_linesize;
@@ -3,74 +3,74 @@
#codec_id 0: rawvideo
#dimensions 0: 320x180
#sar 0: 1/1
-0, 0, 0, 1, 230400, 0x7b259d08
-0, 1, 1, 1, 230400, 0xf04095e0
-0, 2, 2, 1, 230400, 0x84d49cd5
-0, 3, 3, 1, 230400, 0xd7a29aaf
-0, 4, 4, 1, 230400, 0x9047947c
-0, 5, 5, 1, 230400, 0xfeb990e7
-0, 6, 6, 1, 230400, 0x51ee9295
-0, 7, 7, 1, 230400, 0x66fd4833
-0, 8, 8, 1, 230400, 0x4c0948f0
-0, 9, 9, 1, 230400, 0x632b4776
-0, 10, 10, 1, 230400, 0x7a3c87e2
-0, 11, 11, 1, 230400, 0x4a9286ba
-0, 12, 12, 1, 230400, 0x54dc8649
-0, 13, 13, 1, 230400, 0x92628944
-0, 14, 14, 1, 230400, 0x80f9899f
-0, 15, 15, 1, 230400, 0x5cd78bd8
-0, 16, 16, 1, 230400, 0x4b4ca390
-0, 17, 17, 1, 230400, 0x82cca153
-0, 18, 18, 1, 230400, 0x65f1a2d0
-0, 19, 19, 1, 230400, 0x7df6ae4c
-0, 20, 20, 1, 230400, 0x909baccc
-0, 21, 21, 1, 230400, 0x1892ac65
-0, 22, 22, 1, 230400, 0x3247bb32
-0, 23, 23, 1, 230400, 0x592fbbe5
-0, 24, 24, 1, 230400, 0x189db9d5
-0, 25, 25, 1, 230400, 0x1a38b8da
-0, 26, 26, 1, 230400, 0xccd6bd07
-0, 27, 27, 1, 230400, 0xd4a2bc53
-0, 28, 28, 1, 230400, 0x9ce3bb4e
-0, 29, 29, 1, 230400, 0x5ffdc4db
-0, 30, 30, 1, 230400, 0xc885c7c9
-0, 31, 31, 1, 230400, 0xe27b9d33
-0, 32, 32, 1, 230400, 0xac03a256
-0, 33, 33, 1, 230400, 0xa2c73929
-0, 34, 34, 1, 230400, 0x33793b73
-0, 35, 35, 1, 230400, 0x1e400add
-0, 36, 36, 1, 230400, 0x98e50c6e
-0, 37, 37, 1, 230400, 0x68ed226d
-0, 38, 38, 1, 230400, 0x569e23cb
-0, 39, 39, 1, 230400, 0x82bf3fc0
-0, 40, 40, 1, 230400, 0x2b202e86
-0, 41, 41, 1, 230400, 0x7acd2dee
-0, 42, 42, 1, 230400, 0xfe872e42
-0, 43, 43, 1, 230400, 0x026c12e5
-0, 44, 44, 1, 230400, 0x81561399
-0, 45, 45, 1, 230400, 0xa08c13b6
-0, 46, 46, 1, 230400, 0x89e712f5
-0, 47, 47, 1, 230400, 0x569011ac
-0, 48, 48, 1, 230400, 0xd4691112
-0, 49, 49, 1, 230400, 0x2e50165a
-0, 50, 50, 1, 230400, 0x0a1215b6
-0, 51, 51, 1, 230400, 0x3c5316e3
-0, 52, 52, 1, 230400, 0x079c1393
-0, 53, 53, 1, 230400, 0x39ca1c48
-0, 54, 54, 1, 230400, 0xe27f199c
-0, 55, 55, 1, 230400, 0x10ab1bab
-0, 56, 56, 1, 230400, 0xeab017c3
-0, 57, 57, 1, 230400, 0x5f701f77
-0, 58, 58, 1, 230400, 0x01371d7d
-0, 59, 59, 1, 230400, 0x22751e99
-0, 60, 60, 1, 230400, 0xaee91a97
-0, 61, 61, 1, 230400, 0x27b41f32
-0, 62, 62, 1, 230400, 0x4ff32bb1
-0, 63, 63, 1, 230400, 0x86e02864
-0, 64, 64, 1, 230400, 0x5eb52b3e
-0, 65, 65, 1, 230400, 0xd9252ba8
-0, 66, 66, 1, 230400, 0x72232d9b
-0, 67, 67, 1, 230400, 0x599a206f
-0, 68, 68, 1, 230400, 0x4d2c1ca5
-0, 69, 69, 1, 230400, 0x9166293b
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@@ -3,74 +3,74 @@
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@@ -3,74 +3,74 @@
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