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iconographer.c
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iconographer.c
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/*
* Copyright (c) 2015 Rituwall Inc, authored by [email protected]
*
* Permission to use, copy, modify, and/or distribute this software for any
* purpose with or without fee is hereby granted, provided that the above
* copyright notice and this permission notice appear in all copies.
*
* THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
* WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
* MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
* ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
* WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
* ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
* OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
*/
#include <gegl.h>
#include <gegl-audio-fragment.h>
#include <glib/gprintf.h>
#include <stdint.h>
#include <stdlib.h>
#include <math.h>
#define NEGL_RGB_HEIGHT 42
#define NEGL_RGB_THEIGHT 42
#define NEGL_RGB_HIST_DIM 6 // if changing make dim * dim * dim divisible by 3
#define NEGL_RGB_HIST_SLOTS (NEGL_RGB_HIST_DIM * NEGL_RGB_HIST_DIM * NEGL_RGB_HIST_DIM)
#define NEGL_FFT_DIM 64
/* each row in the video terrain is the following 8bit RGB (24bit) data: */
typedef struct FrameInfo
{
uint8_t rgb_hist[NEGL_RGB_HIST_SLOTS];
uint8_t rgb_square_diff[3];
uint8_t audio_energy[3];
} FrameInfo;
char *format="histogram diff audio 4 thumb 64 mid-col 20";
int frame_start = 0;
int frame_end = 0;
int total_frames = 0;
double frame_rate = 0;
char *video_path = NULL;
char *thumb_path = NULL;
char *input_analysis_path = NULL;
char *output_analysis_path = NULL;
int show_progress = 0;
int frame_thumb = 0;
int horizontal = 0;
int time_out = 0;
long babl_ticks (void);
void usage()
{
printf ("usage: negl [options] <video> [thumb]\n"
" -p, --progress - show /progress in terminal\n"
" -a <analysis-path>, ---analysis\n"
" - path to store information extraction result, if the file\n"
" already exists it will be reused for best frame analysis\n"
" instead of a full dump happening again.\n"
" -h, --horizontal store a horizontal strata instead of vertical\n"
" -t, --timeout - stop doing frame info dump after this many seconds have passed)\n"
/*" -s <frame>, --start-frame <frame>\n"
" - first frame to extract analysis from (default 0)\n"*/
" -e <frame>, --end-frame <frame>\n"
" - last frame to extract analysis from (default is 0 which means auto end)\n"
" -f, --format - format string, specify which forms of analysis to put in the analysis file,\n"
" the default format is: \"histogram audio thumb 40 mid-col 20\"\n"
"\n"
"\n"
"Options can also follow the video (and thumb) arguments.\n"
"\n");
exit (0);
}
void parse_args (int argc, char **argv)
{
int i;
int stage = 0;
for (i = 1; i < argc; i++)
{
if (g_str_equal (argv[i], "-f")||
g_str_equal (argv[i], "--format"))
{
format = g_strdup (argv[i+1]);
i++;
}
else if (g_str_equal (argv[i], "-p") ||
g_str_equal (argv[i], "--progress"))
{
show_progress = 1;
}
else if (g_str_equal (argv[i], "-h") ||
g_str_equal (argv[i], "--horizontal"))
{
horizontal = 1;
}
else if (g_str_equal (argv[i], "-v") ||
g_str_equal (argv[i], "--vertical"))
{
horizontal = 0;
}
else if (g_str_equal (argv[i], "-a") ||
g_str_equal (argv[i], "--analysis"))
{
input_analysis_path = g_strdup (argv[i+1]);
output_analysis_path = g_strdup (argv[i+1]);
i++;
}
else if (g_str_equal (argv[i], "-s") ||
g_str_equal (argv[i], "--start-frame"))
{
frame_start = g_strtod (argv[i+1], NULL);
i++;
}
else if (g_str_equal (argv[i], "-t") ||
g_str_equal (argv[i], "--time-out"))
{
time_out = g_strtod (argv[i+1], NULL);
i++;
}
else if (g_str_equal (argv[i], "-e") ||
g_str_equal (argv[i], "--end-frame"))
{
frame_end = g_strtod (argv[i+1], NULL);
i++;
}
else if (g_str_equal (argv[i], "--help"))
{
usage();
}
else if (stage == 0)
{
video_path = g_strdup (argv[i]);
stage = 1;
} else if (stage == 1)
{
thumb_path = g_strdup (argv[i]);
stage = 2;
}
}
}
#include <string.h>
GeglNode *gegl_decode = NULL;
GeglBuffer *previous_video_frame = NULL;
GeglBuffer *video_frame = NULL;
GeglBuffer *terrain = NULL;
uint8_t rgb_hist_shuffler[NEGL_RGB_HIST_SLOTS];
uint8_t rgb_hist_unshuffler[NEGL_RGB_HIST_SLOTS];
typedef struct {
int r;
int g;
int b;
int no;
} Entry;
static int rgb_hist_inited = 0;
static gint sorted_color (gconstpointer a, gconstpointer b)
{
const Entry *ea = a;
const Entry *eb = b;
return (ea->g * 110011 + ea->r * 213 + ea->b) -
(eb->g * 110011 + eb->r * 213 + eb->b);
}
static inline void init_rgb_hist (void)
{
/* sort RGB histogram slots by luminance for human readability
*/
if (!rgb_hist_inited)
{
GList *list = NULL;
GList *l;
int r, g, b, i;
i = 0;
for (r = 0; r < NEGL_RGB_HIST_DIM; r++)
for (g = 0; g < NEGL_RGB_HIST_DIM; g++)
for (b = 0; b < NEGL_RGB_HIST_DIM; b++, i++)
{
Entry *e = g_malloc0 (sizeof (Entry));
e->r = r;
e->g = g;
e->b = b;
e->no = i;
list = g_list_prepend (list, e);
}
list = g_list_sort (list, sorted_color);
i = 0;
for (l = list; l; l = l->next, i++)
{
Entry *e = l->data;
int no = e->no;
int li = i;
rgb_hist_shuffler[li] = no;
rgb_hist_unshuffler[no] = li;
g_free (e);
}
g_list_free (list);
rgb_hist_inited = 1;
}
}
int rgb_hist_shuffle (int in)
{
init_rgb_hist();
return rgb_hist_unshuffler[in];
}
int rgb_hist_unshuffle (int in)
{
init_rgb_hist();
return rgb_hist_unshuffler[in];
}
GeglNode *store, *load;
static void decode_frame_no (int frame)
{
if (video_frame)
{
if (strstr (format, "histogram"))
{
if (previous_video_frame)
g_object_unref (previous_video_frame);
previous_video_frame = gegl_buffer_dup (video_frame);
}
g_object_unref (video_frame);
}
video_frame = NULL;
gegl_node_set (load, "frame", frame, NULL);
gegl_node_process (store);
}
int count_color_bins (FrameInfo *info, int threshold)
{
int count = 0;
int i;
for (i = 0; i < NEGL_RGB_HIST_SLOTS; i++)
if (info->rgb_hist[i] > threshold)
count ++;
return count;
}
float score_frame (FrameInfo *info, int frame_no)
{
float sum_score = 0.0;
float rgb_histogram_count = count_color_bins (info, 1) * 1.0 / NEGL_RGB_HIST_SLOTS;
float audio_energy = info->audio_energy[1] / 255.0;
float new_scene = (info->rgb_square_diff[0] / 255.0 +
info->rgb_square_diff[1] / 255.0 +
info->rgb_square_diff[2] / 255.0) * 3;
float after_first_40_sec = frame_no / frame_rate > 40.0 ? 1.0 : 0.3;
float after_first_12_sec = frame_no / frame_rate > 12.0 ? 1.0 : 0.1;
float within_first_third = frame_no < total_frames / 3 ? 1 : 0.6;
sum_score = rgb_histogram_count;
sum_score *= within_first_third * 0.33;
sum_score *= after_first_40_sec * 0.33;
sum_score *= after_first_12_sec * 0.33;
sum_score *= (audio_energy + 0.1) * 0.7;
sum_score *= (new_scene + 0.05);
return sum_score;
}
static void find_best_thumb (void)
{
int frame = 0;
float best_score = 0.0;
frame_thumb = 0;
for (frame = 0; frame < frame_end; frame++)
{
FrameInfo info;
GeglRectangle terrain_row;
if (horizontal)
terrain_row = (GeglRectangle){frame-frame_start, 0, 1, sizeof (FrameInfo)};
else
terrain_row = (GeglRectangle){0, frame-frame_start, sizeof (FrameInfo), 1};
gegl_buffer_get (terrain, &terrain_row, 1.0, babl_format("RGB u8"),
&info, GEGL_AUTO_ROWSTRIDE, GEGL_ABYSS_NONE);
float score = score_frame (&info, frame);
if (score > best_score)
{
best_score = score;
frame_thumb = frame;
}
}
fprintf (stderr, "best frame: %i\n", frame_thumb);
}
GeglNode *translate = NULL;
static int extract_mid_col (GeglBuffer *buffer, void *rgb_mid_col, int samples)
{
GeglRectangle mid_col;
mid_col.x = 0;
mid_col.y =
gegl_buffer_get_extent (buffer)-> height * 1.0 *
samples / gegl_buffer_get_extent (buffer)->width / 2.0;
mid_col.height = 1;
mid_col.width = samples;
gegl_buffer_get (video_frame, &mid_col,
1.0 * samples / gegl_buffer_get_extent (buffer)->width,
babl_format ("R'G'B' u8"),
rgb_mid_col,
GEGL_AUTO_ROWSTRIDE,
GEGL_ABYSS_NONE);
return 3 * samples;
}
static int extract_thumb (GeglBuffer *buffer, void *rgb_thumb, int samples, int samples2)
{
GeglRectangle thumb_scan;
static float vpos = 0.0;
if (horizontal)
{
thumb_scan.y = 0;
thumb_scan.x =
gegl_buffer_get_extent (buffer)-> width * 1.0 *
samples / gegl_buffer_get_extent (buffer)->width * vpos;
vpos += (1.0/samples2);
if (vpos > 1.0) vpos = 0.0;
thumb_scan.width = 1;
thumb_scan.height = samples;
}
else
{
thumb_scan.x = 0;
thumb_scan.y =
gegl_buffer_get_extent (buffer)-> height * 1.0 *
samples / gegl_buffer_get_extent (buffer)->width * vpos;
vpos += (1.0/samples2);
if (vpos > 1.0) vpos = 0.0;
thumb_scan.height = 1;
thumb_scan.width = samples;
}
gegl_buffer_get (buffer, &thumb_scan,
horizontal?1.0 * samples/ gegl_buffer_get_extent (buffer)->height:
1.0 * samples/ gegl_buffer_get_extent (buffer)->width,
babl_format ("R'G'B' u8"),
(void*)rgb_thumb,
//(void*)&(info->rgb_thumb)[0],
GEGL_AUTO_ROWSTRIDE,
GEGL_ABYSS_NONE);
return 3 * samples;
}
int extract_audio_energy (GeglAudioFragment *audio, uint8_t *audio_energy, int dups)
{
int i;
float left_max = 0;
float right_max = 0;
float left_sum = 0;
float right_sum = 0;
int sample_count = gegl_audio_fragment_get_sample_count (audio);
for (i = 0; i < sample_count; i++)
{
left_sum += fabs (audio->data[0][i]);
right_sum += fabs (audio->data[1][i]);
if (fabs (audio->data[0][i]) > left_max)
left_max = fabs (audio->data[0][i]);
if (fabs (audio->data[1][i]) > right_max)
right_max = fabs (audio->data[1][i]);
}
left_sum /= sample_count;
right_sum /= sample_count;
left_max = left_sum;
right_max = right_sum;
left_max *= 255;
if (left_max > 255)
left_max = 255;
right_max *= 255;
if (right_max > 255)
right_max = 255;
for (i = 0; i < dups; i ++)
{
audio_energy[3*i+0] = left_max;
audio_energy[3*i+1] = (left_max+right_max)/2;
audio_energy[3*i+2] = right_max;
}
return 3 * dups;
}
int extract_mid_row (GeglBuffer *buffer, void *rgb_mid_row, int samples)
{
GeglRectangle mid_row;
mid_row.width = 1;
mid_row.height = samples;
mid_row.x =
gegl_buffer_get_extent (buffer)-> width * 1.0 *
samples / gegl_buffer_get_extent (buffer)->height / 2.0;
mid_row.y = 0;
gegl_buffer_get (buffer, &mid_row,
1.0 * samples / gegl_buffer_get_extent (buffer)->height,
babl_format ("R'G'B' u8"),
rgb_mid_row,
GEGL_AUTO_ROWSTRIDE,
GEGL_ABYSS_NONE);
return 3 * samples;
}
static void record_pix_stats (GeglBuffer *buffer, GeglBuffer *previous_buffer,
uint8_t *info_rgb_hist,
uint8_t *rgb_square_diff)
{
int rgb_hist[NEGL_RGB_HIST_DIM * NEGL_RGB_HIST_DIM * NEGL_RGB_HIST_DIM]={0,};
int sum = 0;
int second_max_hist = 0;
int max_hist = 0;
GeglBufferIterator *it = gegl_buffer_iterator_new (buffer, NULL, 0,
babl_format ("R'G'B' u8"),
GEGL_BUFFER_READ,
GEGL_ABYSS_NONE);
if (previous_video_frame)
gegl_buffer_iterator_add (it, previous_buffer, NULL, 0,
babl_format ("R'G'B' u8"),
GEGL_BUFFER_READ,
GEGL_ABYSS_NONE);
int slot;
for (slot = 0; slot < NEGL_RGB_HIST_SLOTS; slot ++)
rgb_hist[slot] = 0;
long r_square_diff = 0;
long g_square_diff = 0;
long b_square_diff = 0;
while (gegl_buffer_iterator_next (it))
{
uint8_t *data = (void*)it->data[0];
int i;
if (strstr (format, "histogram"))
for (i = 0; i < it->length; i++)
{
int r = data[i * 3 + 0] / 256.0 * NEGL_RGB_HIST_DIM;
int g = data[i * 3 + 1] / 256.0 * NEGL_RGB_HIST_DIM;
int b = data[i * 3 + 2] / 256.0 * NEGL_RGB_HIST_DIM;
int slot = r * NEGL_RGB_HIST_DIM * NEGL_RGB_HIST_DIM +
g * NEGL_RGB_HIST_DIM +
b;
if (slot < 0) slot = 0;
if (slot >= NEGL_RGB_HIST_SLOTS)
slot = NEGL_RGB_HIST_SLOTS;
rgb_hist[slot]++;
if (rgb_hist[slot] > max_hist)
{
second_max_hist = max_hist;
max_hist = rgb_hist[slot];
}
sum++;
}
if (previous_buffer)
{
uint8_t *data_prev = (void*)it->data[1];
int i;
for (i = 0; i < it->length; i++)
{
#define square(a) ((a)*(a))
r_square_diff += square(data[i * 3 + 0] -data_prev [i * 3 + 0]);
g_square_diff += square(data[i * 3 + 1] -data_prev [i * 3 + 1]);
b_square_diff += square(data[i * 3 + 2] -data_prev [i * 3 + 2]);
}
}
}
if (strstr(format, "histogram"))
{
int slot;
for (slot = 0; slot < NEGL_RGB_HIST_SLOTS; slot ++)
{
int val = (sqrtf(rgb_hist[slot]) / (sqrtf(second_max_hist) * 0.9 + sqrtf(max_hist) * 0.1)) * 255;
if (val > 255)
val = 255;
info_rgb_hist[rgb_hist_shuffle (slot)] = val;
}
}
if (previous_buffer)
{
rgb_square_diff[0] = sqrt(r_square_diff) * 255 / sum;
rgb_square_diff[1] = sqrt(g_square_diff) * 255 / sum;
rgb_square_diff[2] = sqrt(b_square_diff) * 255 / sum;
}
}
gint
main (gint argc,
gchar **argv)
{
if (argc < 2)
usage();
gegl_init (&argc, &argv);
parse_args (argc, argv);
gegl_decode = gegl_node_new ();
store = gegl_node_new_child (gegl_decode,
"operation", "gegl:buffer-sink",
"buffer", &video_frame, NULL);
load = gegl_node_new_child (gegl_decode,
"operation", "gegl:ff-load",
"frame", 0,
"path", video_path,
NULL);
gegl_node_link_many (load, store, NULL);
decode_frame_no (0); /* we issue a processing/decoding of a frame - to get metadata */
{
gegl_node_get (load, "frame-rate", &frame_rate, NULL);
total_frames = 0; gegl_node_get (load, "frames", &total_frames, NULL);
if (frame_end == 0)
frame_end = total_frames;
}
GeglRectangle terrain_rect;
if (horizontal)
terrain_rect = (GeglRectangle){0, 0,
frame_end - frame_start + 1,
1024};
else
terrain_rect = (GeglRectangle){0, 0,
1024,
frame_end - frame_start + 1};
if (input_analysis_path && g_file_test (input_analysis_path, G_FILE_TEST_IS_REGULAR))
{
GeglNode *load_graph = gegl_node_new ();
GeglNode *load = gegl_node_new_child (load_graph, "operation", "gegl:load", "path", input_analysis_path, NULL);
GeglNode *store = gegl_node_new_child (load_graph, "operation",
"gegl:buffer-sink",
"buffer", &terrain, NULL);
gegl_node_link_many (load, store, NULL);
gegl_node_process (store);
g_object_unref (load_graph);
frame_end = frame_start + gegl_buffer_get_extent (terrain)->height;
/* the last frame aavilavle for analysis is the last one loaded rom cache,.. perhaps with some timeout */
}
else
{
terrain = gegl_buffer_new (&terrain_rect, babl_format ("R'G'B' u8"));
{
gint frame;
gint max_buf_pos = 0;
for (frame = frame_start; frame <= frame_end; frame++)
{
FrameInfo info = {0};
uint8_t buffer[4096] = {0,};
int buffer_pos = 0;
if (show_progress)
{
double percent_full = 100.0 * (frame-frame_start) / (frame_end-frame_start);
double percent_time = time_out?100.0 * babl_ticks()/1000.0/1000.0 / time_out:0.0;
fprintf (stdout, "\r%2.1f%% %i/%i (%i)",
percent_full>percent_time?percent_full:percent_time,
frame-frame_start,
frame_end-frame_start,
frame);
fflush (stdout);
}
GeglRectangle terrain_row;
if (horizontal)
terrain_row = (GeglRectangle){frame-frame_start, 0, 1, 1024};
else
terrain_row = (GeglRectangle){0, frame-frame_start, 1024, 1};
decode_frame_no (frame);
//for (int i=0;i<(signed)sizeof(buffer);i++)buffer[i]=0;
char *p = format;
GString *word = g_string_new ("");
while (*p == ' ') p++;
for (p= format;p==format || p[-1]!='\0';p++)
{
if (*p != '\0' && *p != ' ')
{
g_string_append_c (word, *p);
}
else
{
if (!strcmp (word->str, "histogram"))
{
record_pix_stats (video_frame, previous_video_frame,
&(info.rgb_hist[0]),
&(info.rgb_square_diff)[0]);
for (int i = 0; i < NEGL_RGB_HIST_SLOTS; i++)
{
buffer[buffer_pos] = info.rgb_hist[i];
buffer_pos++;
}
for (int i = 0; i < 3; i++)
{
buffer[buffer_pos] = info.rgb_square_diff[i];
buffer_pos++;
}
}
else if (!strcmp (word->str, "mid-row"))
{
int samples = NEGL_RGB_HEIGHT;
if (p[1] >= '0' && p[1] <= '9')
{
samples = g_strtod (&p[1], &p);
}
buffer_pos += extract_mid_row (video_frame, &(buffer)[buffer_pos], samples);
}
else if (!strcmp (word->str, "mid-col"))
{
int samples = NEGL_RGB_HEIGHT;
if (p[1] >= '0' && p[1] <= '9')
{
samples = g_strtod (&p[1], &p);
}
buffer_pos += extract_mid_col (video_frame, &(buffer)[buffer_pos], samples);
}
else if (!strcmp (word->str, "thumb"))
{
int samples = NEGL_RGB_THEIGHT;
int samples2;
if (p[1] >= '0' && p[1] <= '9')
{
samples = g_strtod (&p[1], &p);
}
if (horizontal)
samples2 = samples * gegl_buffer_get_width (video_frame)/gegl_buffer_get_height(video_frame);
else
samples2 = samples * gegl_buffer_get_height (video_frame)/gegl_buffer_get_width(video_frame);
buffer_pos += extract_thumb (video_frame, &(buffer)[buffer_pos], samples, samples2);
}
else if (!strcmp (word->str, "audio"))
{
int dups = 1;
GeglAudioFragment *audio = NULL;
if (p[1] >= '0' && p[1] <= '9')
{
dups = g_strtod (&p[1], &p);
}
gegl_node_get (load, "audio", &audio, NULL);
if (audio)
{
extract_audio_energy (audio, &buffer[buffer_pos], dups);
g_object_unref (audio);
}
buffer_pos+=3 * dups;
}
g_string_assign (word, "");
}
}
max_buf_pos = buffer_pos;
g_string_free (word, TRUE);
gegl_buffer_set (terrain, &terrain_row, 0, babl_format("RGB u8"),
buffer,
GEGL_AUTO_ROWSTRIDE);
if (time_out > 1.0 &&
babl_ticks()/1000.0/1000.0 > time_out)
{
frame_end = frame;
if (horizontal)
terrain_rect.width = frame_end - frame_start + 1;
else
terrain_rect.height = frame_end - frame_start + 1;
// gegl_buffer_set_extent (terrain, &terrain_rect);
}
if (horizontal)
terrain_rect.height = max_buf_pos/3;
else
terrain_rect.width = max_buf_pos/3;
gegl_buffer_set_extent (terrain, &terrain_rect);
}
if (show_progress)
{
fprintf (stdout, "\n");
fflush (stdout);
}
}
if (output_analysis_path)
{
GeglNode *save_graph = gegl_node_new ();
GeglNode *readbuf = gegl_node_new_child (save_graph, "operation", "gegl:buffer-source", "buffer", terrain, NULL);
GeglNode *save = gegl_node_new_child (save_graph, "operation", "gegl:png-save",
"path", output_analysis_path, NULL);
gegl_node_link_many (readbuf, save, NULL);
gegl_node_process (save);
g_object_unref (save_graph);
}
}
if (thumb_path)
{
GeglNode *save_graph = gegl_node_new ();
find_best_thumb ();
if (frame_thumb != 0)
decode_frame_no (frame_thumb-1);
decode_frame_no (frame_thumb);
GeglNode *readbuf = gegl_node_new_child (save_graph, "operation", "gegl:buffer-source", "buffer", video_frame, NULL);
GeglNode *save = gegl_node_new_child (save_graph, "operation", "gegl:png-save",
"path", thumb_path, NULL);
gegl_node_link_many (readbuf, save, NULL);
gegl_node_process (save);
g_object_unref (save_graph);
}
if (video_frame)
g_object_unref (video_frame);
video_frame = NULL;
if (previous_video_frame)
g_object_unref (previous_video_frame);
previous_video_frame = NULL;
if (terrain)
g_object_unref (terrain);
terrain = NULL;
g_object_unref (gegl_decode);
gegl_exit ();
}