src/colorize.c

   1 #include <stdio.h>
   2 #include <string.h>
   3 #include <stdlib.h>
   4 #include <unistd.h>
   5 #include <getopt.h>
   6 #include <math.h>
   7 #include <time.h>
   8 #include "../lib/darray.h"
   9 #include "../lib/colorize.h"
  10 #include "img.h"
  11 #include "yuv.h"
  12 #include "mark.h"
  13 #include "process.h"
  14 #include "dir_seperator.h"
  15 #ifdef WITH_OPENCV
  16 #include "opticalflow.h"
  17 #endif
  18
  19 static void print_help(const char *app);
  20 static void print_test_help();
  21
  22 //#defbug SEQUENCE
  23 //#define SINGLE_K_TEST 2
  24
  25 /*
  26  * load sequence
  27  */
  28
  29 struct sequence {
  30         char filename[256];
  31 };
  32 static struct sequence *sequence = NULL;
  33
  34 /* load sequence list and return number of images in sequence */
  35 static int load_sequence(int *start, int *next, char *first_filename)
  36 {
  37         const char *name = "sequence";
  38         int count;
  39         int i, j, keyframe_before_start, eof;
  40         FILE *fp;
  41         char buffer[256], *p;
  42
  43         /* free previously used sequence */
  44         if (sequence)
  45                 free(sequence);
  46         sequence = NULL;
  47
  48 again:
  49         /* get number of frames until next keyframe or end of squence */
  50         fp = fopen(name, "r");
  51         if (!fp) {
  52                 printf("failed to load sequence '%s'\n", name);
  53                 return -1;
  54         }
  55         count = 0;
  56         j = 0;
  57         eof = 1;
  58         keyframe_before_start = 0;
  59         while(fgets(buffer, sizeof(buffer), fp)) {
  60                 p = strchr(buffer + 1, '\"');
  61                 if (!p)
  62                         break;
  63                 *p = '\0';
  64                 if (j == 0)
  65                         strcpy(first_filename, buffer + 1);
  66                 p++;
  67                 if ((*start) && j == (*start) - 1) {
  68                         if (strstr(p, "keyframe"))
  69                                 keyframe_before_start = 1;
  70                 }
  71                 if (j < (*start)) {
  72                         j++;
  73                         continue;
  74                 }
  75 #ifdef DEBUG_SEQUENCE
  76                 printf("counting %d\n", j);
  77 #endif
  78                 j++;
  79                 count++;
  80                 /* skip start frame, since it is always a keyframe */
  81                 if (count == 1)
  82                         continue;
  83                 if (strstr(p, "keyframe")) {
  84                         eof = 0;
  85                         break;
  86                 }
  87         }
  88         fclose(fp);
  89
  90         /* end of file case */
  91         if (count == 0) {
  92 #ifdef DEBUG_SEQUENCE
  93                 puts("end of file");
  94 #endif
  95                 *next = -1;
  96                 return 0;
  97         } else
  98         if (count == 1) {
  99 #ifdef DEBUG_SEQUENCE
 100                 puts("count=1");
 101 #endif
 102                 if (eof) {
 103 #ifdef DEBUG_SEQUENCE
 104                         puts("end of file at last frame");
 105 #endif
 106                         *next = -1;
 107                         return 0;
 108                 }
 109                 /* we are done, because we already had the last sequence */
 110                 if (!keyframe_before_start) {
 111 #ifdef DEBUG_SEQUENCE
 112                         puts("no keyframe before start");
 113 #endif
 114                         (*next) = -1;
 115                         return 0;
 116                 }
 117 #ifdef DEBUG_SEQUENCE
 118                 puts("keyframe before start");
 119 #endif
 120                 /* we just have a single last frame */
 121                 count = 1;
 122                 (*next) = (*start) + 1;
 123         } else
 124         /* if we have two keyframes side by side, we ignore it */
 125         if (count == 2 && !eof) {
 126 #ifdef DEBUG_SEQUENCE
 127                 puts("count=2");
 128 #endif
 129                 /* only if the frame before start is not a keyframe
 130                  * and we are not the first sequence, because that would mean
 131                  * that the first frame is a single sequence */
 132                 if (!keyframe_before_start && (*start) > 0) {
 133 #ifdef DEBUG_SEQUENCE
 134                         puts("no keyframe before start");
 135 #endif
 136                         (*start)++;
 137                         goto again;
 138                 }
 139 #ifdef DEBUG_SEQUENCE
 140                 puts("keyframe before start or first frame");
 141 #endif
 142                 /* now the start frame has one keyframe before and one after */
 143                 count = 1;
 144                 (*next) = (*start) + 1;
 145         } else {
 146                 (*next) = (*start) + count - 1;
 147         }
 148
 149         /* alloc memory for sequence and fill with data */
 150         sequence = (struct sequence *)malloc(sizeof(struct sequence) * count);
 151         if (!sequence) {
 152                 printf("no memory for sequence\n");
 153                 return -1;
 154         }
 155         memset((struct sequence *)sequence, 0, sizeof(struct sequence) * count);
 156         fp = fopen(name, "r");
 157         if (!fp) {
 158                 printf("failed to load sequence '%s'\n", name);
 159                 return -1;
 160         }
 161         i = 0;
 162         j = 0;
 163         while(fgets(buffer, sizeof(buffer), fp)) {
 164                 p = strchr(buffer + 1, '\"');
 165                 if (!p)
 166                         break;
 167                 if (j < (*start)) {
 168                         j++;
 169                         continue;
 170                 }
 171                 *p = '\0';
 172                 strcpy(sequence[i].filename, buffer + 1);
 173                 i++;
 174                 if (i == count)
 175                         break;
 176         }
 177         fclose(fp);
 178
 179         return count;
 180 }
 181
 182 /*
 183  * options
 184  */
 185
 186 static int in_itr_num = 5, out_itr_num = 1, optical_flow = 1, bright_contrast = 1, alpha_change = 1;
 187 int scale = 1, scalexyz = 999;
 188
 189 static enum test test = NO_TEST;
 190
 191 static int parse_test(const char *arg)
 192 {
 193         if (!strcmp(arg, "help")) {
 194                 print_test_help();
 195                 exit(0);
 196         }
 197 #ifdef WITH_OPENCV
 198         if (!strcmp(arg, "flow-next"))
 199                 return FLOW_NEXT;
 200         if (!strcmp(arg, "flow-prev"))
 201                 return FLOW_PREV;
 202 #endif
 203         if (!strcmp(arg, "marked"))
 204                 return MARKED;
 205         if (!strcmp(arg, "mask"))
 206                 return MASK;
 207         if (!strcmp(arg, "mask+color"))
 208                 return MASK_COLOR;
 209         if (!strcmp(arg, "bc-only"))
 210                 return BC_ONLY;
 211         if (!strcmp(arg, "bc-image"))
 212                 return BC_IMAGE;
 213         if (!strcmp(arg, "alpha"))
 214                 return ALPHA;
 215         if (!strcmp(arg, "no-alpha"))
 216                 return NO_ALPHA;
 217         if (!strcmp(arg, "removal-image"))
 218                 return REMOVAL_IMAGE;
 219
 220         return NO_TEST;
 221 }
 222
 223 static int handle_options(int argc, char **argv)
 224 {
 225         int skip_args = 0;
 226
 227         while (1) {
 228                 int option_index = 0, c;
 229                 static struct option long_options[] = {
 230                         {"help", 0, 0, 'h'},
 231                         {"depth", 1, 0, 'd'},
 232                         {"in-itr-num", 1, 0, 'i'},
 233                         {"out-itr-num", 1, 0, 'o'},
 234                         {"zscale", 1, 0, 'z'},
 235                         {"brightness-contrast", 1, 0, 'b'},
 236                         {"optical-flow", 1, 0, 'f'},
 237                         {"scale", 1, 0, 's'},
 238                         {"test", 1, 0, 't'},
 239                         {0, 0, 0, 0},
 240                 };
 241
 242                 c = getopt_long(argc, argv, "hd:i:o:z:b:f:s:t:", long_options, &option_index);
 243
 244                 if (c == -1)
 245                         break;
 246
 247                 switch (c) {
 248                 case 'h':
 249                         print_help(argv[0]);
 250                         exit(0);
 251                 case 'd':
 252                         save_depth = atoi(optarg);
 253                         skip_args += 2;
 254                         break;
 255                 case 'i':
 256                         in_itr_num = atoi(optarg);
 257                         skip_args += 2;
 258                         break;
 259                 case 'o':
 260                         out_itr_num = atoi(optarg);
 261                         skip_args += 2;
 262                         break;
 263                 case 'z':
 264                         scalexyz = atoi(optarg);
 265                         skip_args += 2;
 266                         break;
 267                 case 'b':
 268                         bright_contrast = atoi(optarg);
 269                         skip_args += 2;
 270                         break;
 271                 case 'a':
 272                         alpha_change = atoi(optarg);
 273                         skip_args += 2;
 274                         break;
 275                 case 'f':
 276                         optical_flow = atoi(optarg);
 277                         skip_args += 2;
 278                         break;
 279                 case 's':
 280                         scale = atoi(optarg);
 281                         skip_args += 2;
 282                         break;
 283                 case 't':
 284                         test = parse_test(optarg);
 285                         if (!test) {
 286                                 fprintf(stderr, "Invalid test '%s', use '--test help' to get a list of tests\n", optarg);
 287                                 exit(-1);
 288                         }
 289                         skip_args += 2;
 290                         break;
 291                 default:
 292                         break;
 293                 }
 294         }
 295
 296         return skip_args;
 297 }
 298
 299 /*
 300  * usage
 301  */
 302
 303 static void print_help(const char *app)
 304 {
 305         printf("Colorize version %s\n\n",
 306 #include "../version.h"
 307         );
 308         printf("Usage: %s [options] <grey ppm image> <marked ppm image> <result ppm image> [<frames> <start>]\n", app);
 309         printf("       Colorize grey image using marked image and save to result image.\n");
 310         printf("       If frames and start frame is given, image names must include printf integer formatting (e.g. %%04d).\n");
 311         printf("Usage: %s [options] <grey ppm image> marked <result ppm image>\n", app);
 312         printf("       Colorize grey image using marked mask + palette and save to result image.\n");
 313         printf("Usage: %s [options] sequence [list | <start with frame> [<stop with frame>]]\n", app);
 314         printf("       Colorize movie sequence (generated by colorize gui) as found in the current directory.\n");
 315         printf("       Use list to view sequence segments between keyframes.\n");
 316         printf("\nOptions:\n");
 317         printf(" -h --help                           This help\n");
 318         printf(" -d --depth <bits>                   Save images with given color bit depth (default=%d)\n", save_depth);
 319         printf(" -i --in-itr-num <num>               Alter inner iterations (weightening count) of colorization algorithm (default=%d)\n", in_itr_num);
 320         printf(" -o --out-itr-num <num>              Alter outer iterations (complete turns) of colorization algorithm (default=%d)\n", out_itr_num);
 321         printf(" -z --zscale <levels>                How many grids (staring with the finest) should be scaled in z direction to generate the next coarse grid ");
 322         if (scalexyz < 999)
 323                 printf("(default=%d)\n", scalexyz);
 324         else
 325                 printf("(default=infinite)\n");
 326         printf(" -b --brightness-contrast [0 | 1]    Apply brightnes and contrast, if defined in palette by GUI (default=%d)\n", bright_contrast);
 327         printf(" -a --alpha-change [0 | 1]           Apply alpha channel change, if defined in palette by GUI (default=%d)\n", alpha_change);
 328 #ifdef WITH_OPENCV
 329         printf(" -f --optical-flow [0 | 1]           Apply optical flow, if defined by GUI (default=%d)\n", optical_flow);
 330 #endif
 331         printf(" -s --scale [1..n]                   Scale down by the given factor for quick and dirty previews (default=%d)\n", scale);
 332         printf(" -t --test <test>                    Generate test images. Use 'help' for list of tests\n");
 333 }
 334
 335 static void print_test_help()
 336 {
 337         printf(" -t --test <test>        Generate test images...\n");
 338 #ifdef WITH_OPENCV
 339         printf("           flow-next     Optical flow plane to next image\n");
 340         printf("           flow-prev     Optical flow plane to previous image\n");
 341 #endif
 342         printf("           marked        Only apply marked colors to grey image\n");
 343         printf("           mask          Show mask of marked areas\n");
 344         printf("           mask+color    Show mask of marked areas + color\n");
 345         printf("           bc-only       Only apply brightness+contrast, leave colors of grey image as is\n");
 346         printf("           bc-image      Show brightness+contrast change on grey image as uv components\n");
 347         printf("           alpha         Show the image with alpha channel only\n");
 348         printf("           no-alpha      Show the image without alpha channel, to see pixles that are made transparent\n");
 349         printf("           removal-image Show the image with \"transparency removal layer\" only, but keep u and v\n");
 350 }
 351
 352 /*
 353  * main function
 354  */
 355
 356 int main(int argc, char *argv[])
 357 {
 358         darray_t *gI = NULL, *cI = NULL, *mI = NULL, *I = NULL;
 359         darray_t *flow = NULL, *flow_i = NULL;
 360         double *ptr_gI = NULL, *ptr_cI = NULL, *ptr_y = NULL, *ptr_u = NULL, *ptr_v = NULL, *ptr_a = NULL, *ptr_r = NULL, *ptr_b = NULL, *ptr_c = NULL, *ptr_m = NULL;
 361         double diff, sum;
 362         int dims[4];
 363         int w = 0, h = 0, load_w, load_h, k = 1, index = 0, z;
 364         unsigned short *img = NULL;
 365         unsigned char *mark_buffer = NULL;
 366         int rc, x, y, i, ii;
 367         time_t start, end;
 368         const char* filename;
 369         char first_filename[256];
 370         int seq_offset = 0, seq_next = 0;
 371         int features, change_bc, change_alpha;
 372         char *feat_names[20];
 373         int skip_args;
 374
 375         skip_args = handle_options(argc, argv);
 376         argc -= skip_args;
 377         argv += skip_args;
 378
 379         if (argc <= 1) {
 380                 print_help(argv[0]);
 381                 return 0;
 382         }
 383
 384 next_sequence:
 385         if (argc > 1 && !strcmp(argv[1], "sequence")) {
 386                 k = load_sequence(&seq_offset, &seq_next, first_filename);
 387                 if (k == 0)
 388                         return 0;
 389                 printf("Got %d frames from sequence (frames %d..%d)\n", k, seq_offset, seq_offset + k - 1);
 390                 if (argc > 2 && (!strcmp(argv[2], "list") || atoi(argv[2]) > seq_offset)) {
 391                         seq_offset = seq_next;
 392                         goto next_sequence;
 393                 }
 394         } else if (argc <= 3) {
 395                 print_help(argv[0]);
 396                 return 0;
 397         } else if (argc > 5) {
 398                 k = atoi(argv[4]);
 399                 index = atoi(argv[5]);
 400         }
 401         if (k <= 0)
 402                 return 0;
 403
 404 #ifdef SINGLE_K_TEST
 405         if (k > SINGLE_K_TEST)
 406                 k = SINGLE_K_TEST;
 407 #endif
 408
 409         time(&start);
 410
 411         change_bc = change_alpha = 0;
 412         for (z = 0; z < k; z++) {
 413                 if (sequence) {
 414                         filename = sequence[z].filename;
 415                         /* first_filename is set by load_sequence */
 416                 } else {
 417                         filename = argv[1];
 418                         strcpy(first_filename, argv[1]);
 419                 }
 420 #ifdef WITH_OPENCV
 421                 // load flow settings
 422                 if (sequence && optical_flow) {
 423                         flow_default();
 424                         load_flow(first_filename);
 425                         if (flow_enable == 0 && (test == FLOW_NEXT || test == FLOW_PREV)) {
 426                                 fprintf(stderr, "Cannot test optical flow, because it is not enabled by GUI.\n");
 427                                 exit (0);
 428                         }
 429                 }
 430 #endif
 431                 // load original image and convert their RGB components to double RGB array
 432                 img = load_img(&load_w, &load_h, filename, index + z);
 433                 if (!img) {
 434                         fprintf(stderr, "Failed to load grey image '%s'\n", filename);
 435                         return 0;
 436                 }
 437                 scale_img(img, load_w, load_h, scale);
 438                 if (z == 0) {
 439                         w = load_w / scale;
 440                         h = load_h / scale;
 441                 }
 442                 if (load_w/scale != w || load_h/scale != h) {
 443                         fprintf(stderr, "Error: All input images must have equal dimenstions.\n");
 444                         return 0;
 445                 }
 446                 // now we know the dimensions, so we can create input arrays
 447                 if (!gI) {
 448                         dims[0] = w; dims[1] = h; dims[2] = 3; dims[3] = k;
 449                         gI = darrayCreate(4, dims);
 450                 }
 451                 if (!gI) {
 452                         printf("failed to create grey image array\n");
 453                         exit (0);
 454                 }
 455                 if (!cI) {
 456                         dims[0] = w; dims[1] = h; dims[2] = 3; dims[3] = k;
 457                         cI = darrayCreate(4, dims);
 458                 }
 459                 if (!cI) {
 460                         printf("failed to create marked image array\n");
 461                         exit (0);
 462                 }
 463                 img2array_short(img, w, h, darrayGetPr(gI) + w*h*3*z, w, h);
 464                 free(img);
 465
 466                 if (sequence || !strcmp(argv[2], "marked")) {
 467                         char name[256];
 468                         unsigned char c;
 469                         // load marked mask and convert their RGB components to double YUV array
 470                         memcpy(darrayGetPr(cI) + w*h*3*z, darrayGetPr(gI) + w*h*3*z, w*h*3 * sizeof(double));
 471                         /* add extra memory for unscaled data to prevent buffer overflow */
 472                         if (!mark_buffer)
 473                                 mark_buffer = (unsigned char *)malloc(w*h*k + load_w*load_h);
 474                         if (!mark_buffer) {
 475                                 printf("no memory for mark buffer\n");
 476                                 exit (0);
 477                         }
 478                         if (load_palette(first_filename)) {
 479                                 printf("failed to load palette for file: '%s'\n", filename);
 480                                 exit (0);
 481                         }
 482                         sprintf(name, filename, index + z);
 483                         /* always load full unscaled image, then scale down */
 484                         if (load_marked(mark_buffer + w*h*z, load_w, load_h, name) == 0) {
 485                                 scale_mark(mark_buffer + w*h*z, load_w, load_h, scale);
 486                                 ptr_cI = darrayGetPr(cI) + w*h*3*z;
 487                                 for (y = 0; y < h; y++) {
 488                                         for (x = 0; x < w; x++) {
 489                                                 /* do not apply mask on index 0 */
 490                                                 c = mark_buffer[y*w+x + w*h*z];
 491                                                 if (c == 0)
 492                                                         continue;
 493                                                 /* check for any brightness/contrast change */
 494                                                 if (bright_contrast && (mark_palette[c-1].bright != 0 || mark_palette[c-1].contrast != 1))
 495                                                         change_bc = 1;
 496                                                 /* check for any alpha change */
 497                                                 if (alpha_change && mark_palette[c-1].alpha < 1)
 498                                                         change_alpha = 1;
 499                                                 /* do not apply white pixles, this meas: keep original color */
 500                                                 if (mark_palette[c-1].r == 255 && mark_palette[c-1].g == 255 && mark_palette[c-1].b == 255)
 501                                                         continue;
 502                                                 ptr_cI[y*w+x] = mark_palette[c-1].r / 255.0F;
 503                                                 ptr_cI[y*w+x + w*h] = mark_palette[c-1].g / 255.0F;
 504                                                 ptr_cI[y*w+x + w*h*2] = mark_palette[c-1].b / 255.0F;
 505                                         }
 506                                 }
 507                         } else
 508                                 memset(mark_buffer + w*h*z, 0, w*h);
 509                 } else {
 510                         // load marked image and convert their RGB components to double YUV array
 511                         img = load_img(&load_w, &load_h, argv[2], index + z);
 512                         if (!img) {
 513                                 scale_img(img, load_w, load_h, scale);
 514                                 if (load_w/scale != w || load_h/scale != h) {
 515                                         fprintf(stderr, "Error: All input images must have equal dimenstions.\n");
 516                                         return 0;
 517                                 }
 518                                 img2array_short(img, w, h, darrayGetPr(cI) + w*h*3*z, w, h);
 519                                 free(img);
 520                         } else {
 521                                 fprintf(stderr, "Failed to load marked image, omitting...\n");
 522                                 memcpy(darrayGetPr(cI) + w*h*3*z, darrayGetPr(gI) + w*h*3*z, w*h*3 * sizeof(double));
 523                         }
 524                 }
 525         }
 526
 527         rc = alloc_I_arrays(&I, &mI, w, h, k, &features, feat_names, change_alpha, change_bc);
 528         if (rc)
 529                 exit(0);
 530
 531         for (z = 0; z < k; z++) {
 532                 set_I_ptr(I, mI, w, h, z, features, change_alpha, change_bc, &ptr_y, &ptr_u, &ptr_v, &ptr_a, &ptr_r, &ptr_b, &ptr_c, &ptr_m);
 533                 ptr_gI = darrayGetPr(gI) + w*h*3*z;
 534                 ptr_cI = darrayGetPr(cI) + w*h*3*z;
 535
 536                 // convert original image into YUV
 537                 rgb2yuv(ptr_gI, ptr_gI, w, h);
 538                 // convert maked image into YUV
 539                 rgb2yuv(ptr_cI, ptr_cI, w, h);
 540
 541                 if (sequence || !strcmp(argv[2], "marked")) {
 542                         unsigned char c;
 543                         // use marked mask to fill markIm
 544                         for (y = 0; y < h; y++) {
 545                                 for (x = 0; x < w; x++) {
 546                                         /* do not apply mask on index 0 */
 547                                         c = mark_buffer[y*w+x + w*h*z];
 548                                         if (c)
 549                                                 ptr_m[y*w+x] = 1.0F;
 550                                         else
 551                                                 ptr_m[y*w+x] = 0.0F;
 552                                 }
 553                         }
 554                 } else {
 555                         // fill color image with marked pixles
 556                         // - calculate the difference between two images (original image - color image)
 557                         // - convert into absolute (positive values)
 558                         // - sum all components to get grey image
 559                         // - apply threshold (pixle is 1F, if the absolute difference is > 0.01F)
 560                         // original code: markIm=(sum(abs(gI-cI),3)>0.01); (according to developers of the algorithm)
 561                         for (i = 0, ii = w * h; i < ii; i++) {
 562                                 diff = 0;
 563                                 sum = ptr_gI[i] - ptr_cI[i];
 564                                 if (sum < 0)
 565                                         diff -= sum;
 566                                 else
 567                                         diff += sum;
 568                                 sum = ptr_gI[i + ii] - ptr_cI[i + ii];
 569                                 if (sum < 0)
 570                                         diff -= sum;
 571                                 else
 572                                         diff += sum;
 573                                 sum = ptr_gI[i + ii + ii] - ptr_cI[i + ii + ii];
 574                                 if (sum < 0)
 575                                         diff -= sum;
 576                                 else
 577                                         diff += sum;
 578                                 if (diff > 0.01)
 579                                         ptr_m[i] = 1.0;
 580                                 else
 581                                         ptr_m[i] = 0.0;
 582                         }
 583                 }
 584
 585                 prepare_arrays(w, h, change_alpha, change_bc, mark_buffer+w*h*z, ptr_gI, ptr_cI, ptr_y, ptr_u, ptr_v, ptr_a, ptr_r, ptr_b, ptr_c, ptr_m, test);
 586         }
 587
 588 #ifdef WITH_OPENCV
 589         if (k > 1 && flow_enable) {
 590                 /* create flow vectors */
 591                 dims[0] = w; dims[1] = h; dims[2] = k - 1; dims[3] = 2;
 592                 flow = darrayCreate(4, dims);
 593                 if (!flow) {
 594                         printf("failed to create array\n");
 595                         exit (0);
 596                 }
 597                 flow_i = darrayCreate(4, dims);
 598                 if (!flow_i) {
 599                         printf("failed to create array\n");
 600                         exit (0);
 601                 }
 602                 printf("Calculating optical flow for %d frames: window=%d\n", k, flow_window/scale);
 603         } else if (k > 1)
 604                 printf("Note: Optical flow is not activated!\n");
 605         for (z = 0; z < k-1; z++) {
 606                 if (flow)
 607                         create_flow_maps(NULL, darrayGetPr(gI) + w*h*3*(z+1), darrayGetPr(gI) + w*h*3*z, w, h, flow_window/scale, 0, NULL, NULL, darrayGetPr(flow) + w*h*z, darrayGetPr(flow) + w*h*z + w*h*(k-1), NULL);
 608                 if (flow_i)
 609                         create_flow_maps(darrayGetPr(gI) + w*h*3*z, NULL, darrayGetPr(gI) + w*h*3*(z+1), w, h, flow_window/scale, 0, darrayGetPr(flow_i) + w*h*z, darrayGetPr(flow_i) + w*h*z + w*h*(k-1), NULL, NULL, NULL);
 610         }
 611 #else
 612         if (k > 1)
 613                 printf("Note: Optical flow is not compiled in!\n");
 614 #endif
 615
 616         darrayDestroy(gI);
 617         gI = NULL;
 618         darrayDestroy(cI);
 619         cI = NULL;
 620
 621         if (test != FLOW_NEXT && test != FLOW_PREV && test != MARKED && test != MASK && test != MASK_COLOR && test != BC_ONLY && test != BC_IMAGE) {
 622                 printf("Colorizing %d frames, please wait...\n", k);
 623                 rc = colorize(I, mI, flow, flow_i, in_itr_num, out_itr_num, scalexyz, feat_names);
 624                 if (rc < 0) {
 625                         if (k > 1)
 626                                 printf("No memory! Use smaller frames or less frames between key frames or add more memory.");
 627                         else
 628                                 printf("No memory! Use smaller image or add more memory.");
 629                         exit(-1);
 630                 }
 631         }
 632
 633         for (z = 0; z < k; z++) {
 634                 set_I_ptr(I, mI, w, h, z, features, change_alpha, change_bc, &ptr_y, &ptr_u, &ptr_v, &ptr_a, &ptr_r, &ptr_b, &ptr_c, &ptr_m);
 635                 postpare_arrays(w, h, change_alpha, change_bc, ptr_y, ptr_u, ptr_v, ptr_a, ptr_r, ptr_b, ptr_c, ptr_m, test);
 636
 637 #ifdef WITH_OPENCV
 638                 if (test == FLOW_NEXT || test == FLOW_PREV) {
 639                         double *ptr_f1 = NULL, *ptr_f2 = NULL;
 640                         /* apply flow planes to result image as u and y vector */
 641                         if (test == FLOW_NEXT) {
 642                                 if (flow) {
 643                                         ptr_f1 = darrayGetPr(flow) + w*h*z;
 644                                         ptr_f2 = darrayGetPr(flow) + w*h*z*(k-1);
 645                                 }
 646                         } else {
 647                                 if (flow_i) {
 648                                         ptr_f1 = darrayGetPr(flow_i) + w*h*z;
 649                                         ptr_f2 = darrayGetPr(flow_i) + w*h*z*(k-1);
 650                                 }
 651                         }
 652                         if (ptr_f1 && ptr_f1) {
 653                                 for (y = 0; y < h; y++) {
 654                                         for (x = 0; x < w; x++) {
 655                                                 ptr_y[w*y+x] = 0.5;
 656                                                 if (z < k-1) {
 657                                                         ptr_u[w*y+x] = ptr_f1[w * y + x] / 50;
 658                                                         ptr_v[w*y+x] = ptr_f2[w * y + x] / 50;
 659                                                 } else {
 660                                                         ptr_u[w*y+x] = 0;
 661                                                         ptr_v[w*y+x] = 0;
 662                                                 }
 663                                         }
 664                                 }
 665                         }
 666                 }
 667 #endif
 668
 669                 // save result YUV array to image with RGB components
 670                 yuv2rgb(ptr_y, ptr_y, w, h);
 671                 if (sequence) {
 672                         static char name[256], *p, *q;
 673                         p = sequence[z].filename;
 674                         while((q = strchr(p, DIR_SEPERATOR)))
 675                                 p = q + 1;
 676                         strcpy(name, sequence[z].filename);
 677                         name[p - sequence[z].filename] = '\0';
 678                         strcat(name, "colorized_");
 679                         strcat(name, p);
 680                         filename = name;
 681                 } else
 682                         filename = argv[3];
 683                 /* don't save alpha on these tests */
 684                 if (test == ALPHA || test == REMOVAL_IMAGE || test == NO_ALPHA)
 685                         save_img_array(ptr_y, w, h, 0, filename, index + z);
 686                 else
 687                         save_img_array(ptr_y, w, h, change_alpha, filename, index + z);
 688         }
 689
 690         time(&end);
 691         printf("Elapsed time: %d minutes, %d seconds\n", (int)(end-start)/60, (int)(end-start)%60);
 692
 693         // destroy
 694         darrayDestroy(I);
 695         I = NULL;
 696         darrayDestroy(mI);
 697         mI = NULL;
 698         darrayDestroy(flow);
 699         flow = NULL;
 700         darrayDestroy(flow_i);
 701         flow_i = NULL;
 702
 703         free(mark_buffer);
 704         mark_buffer = NULL;
 705
 706         darrayDone();
 707
 708 #ifdef SINGLE_K_TEST
 709         exit(0);
 710 #endif
 711         if (sequence) {
 712                 /* if end frame is not given or if not reached */
 713                 if (argc <= 3 || atoi(argv[3]) > seq_offset + k) {
 714                         seq_offset = seq_offset + k - 1;
 715                         goto next_sequence;
 716                 }
 717         }
 718
 719         return 0;
 720 }
 721