/* * Image similarity testing * * (c) 2006 Pavel Charvat * * This software may be freely distributed and used according to the terms * of the GNU General Public License. */ #include #include #include #include #include #include #include #include #include #include #include #include static void NONRET usage(void) { fputs("\ Usage: ucw-image-sim-test [options] image1 [image2] \n\ \n\ -q --quiet no progress messages\n\ -f --format-1 image1 format (jpeg, gif, png)\n\ -F --format-2 image2 format\n\ -g --background background color (hexadecimal RRGGBB)\n\ -r --segmentation-1 writes image1 segmentation to given file\n\ -R --segmentation-2 writes image2 segmentation to given file\n\ -6 --base64 display base64 encoded signature(s)\n\ -2 --base224 display base224 encoded signature(s)\n\ ", stderr); exit(1); } static char *shortopts = "qf:F:g:t:r:R:62" CF_SHORT_OPTS; static struct option longopts[] = { CF_LONG_OPTS { "quiet", 0, 0, 'q' }, { "format-1", 0, 0, 'f' }, { "format-2", 0, 0, 'F' }, { "background", 0, 0, 'g' }, { "segmentation-1", 0, 0, 'r' }, { "segmentation-2", 0, 0, 'R' }, { "base64", 0, 0, '6' }, { "base224", 0, 0, '2' }, { NULL, 0, 0, 0 } }; static uint verbose = 1; static byte *file_name_1; static byte *file_name_2; static enum image_format format_1; static enum image_format format_2; static struct color background_color; static byte *segmentation_name_1; static byte *segmentation_name_2; static uint display_base64; static uint display_base224; #define MSG(x...) do{ if (verbose) msg(L_INFO, ##x); }while(0) #define TRY(x) do{ if (!(x)) exit(1); }while(0) static void msg_str(byte *s, void *param UNUSED) { MSG("%s", s); } static void dump_signature(struct image_signature *sig) { byte buf[MAX(IMAGE_VECTOR_DUMP_MAX, IMAGE_REGION_DUMP_MAX)]; image_vector_dump(buf, &sig->vec); MSG("vector: %s", buf); for (uint i = 0; i < sig->len; i++) { image_region_dump(buf, sig->reg + i); MSG("region %u: %s", i, buf); } uint sig_size = image_signature_size(sig->len); if (display_base64) { byte buf[BASE64_ENC_LENGTH(sig_size) + 1]; uint enc_size = base64_encode(buf, (byte *)sig, sig_size); buf[enc_size] = 0; MSG("base64 encoded: %s", buf); } if (display_base224) { byte buf[BASE224_ENC_LENGTH(sig_size) + 1]; uint enc_size = base224_encode(buf, (byte *)sig, sig_size); buf[enc_size] = 0; MSG("base224 encoded: %s", buf); } } static struct image_context ctx; static struct image_io io; static void write_segmentation(struct image_sig_data *data, byte *fn) { MSG("Writing segmentation to %s", fn); struct fastbuf *fb = bopen(fn, O_WRONLY | O_CREAT | O_TRUNC, 4096); struct image *img; TRY(img = image_new(&ctx, data->image->cols, data->image->rows, COLOR_SPACE_RGB, NULL)); image_clear(&ctx, img); for (uint i = 0; i < data->regions_count; i++) { byte c[3]; double luv[3], xyz[3], srgb[3]; luv[0] = data->regions[i].a[0] * (4 / 2.55); luv[1] = ((int)data->regions[i].a[1] - 128) * (4 / 2.55); luv[2] = ((int)data->regions[i].a[2] - 128) * (4 / 2.55); luv_to_xyz_exact(xyz, luv); xyz_to_srgb_exact(srgb, xyz); c[0] = CLAMP(srgb[0] * 255, 0, 255); c[1] = CLAMP(srgb[1] * 255, 0, 255); c[2] = CLAMP(srgb[2] * 255, 0, 255); for (struct image_sig_block *block = data->regions[i].blocks; block; block = block->next) { uint x1 = block->x * 4; uint y1 = block->y * 4; uint x2 = MIN(x1 + 4, img->cols); uint y2 = MIN(y1 + 4, img->rows); byte *p = img->pixels + x1 * 3 + y1 * img->row_size; for (uint y = y1; y < y2; y++, p += img->row_size) { byte *p2 = p; for (uint x = x1; x < x2; x++, p2 += 3) { p2[0] = c[0]; p2[1] = c[1]; p2[2] = c[2]; } } } } io.fastbuf = fb; io.image = img; io.format = image_file_name_to_format(fn); TRY(image_io_write(&io)); image_io_reset(&io); image_destroy(img); bclose(fb); } int main(int argc, char **argv) { log_init(argv[0]); int opt; while ((opt = cf_getopt(argc, argv, shortopts, longopts, NULL)) >= 0) switch (opt) { case 'q': verbose = 0; break; case 'f': if (!(format_1 = image_extension_to_format(optarg))) usage(); break; case 'F': if (!(format_2 = image_extension_to_format(optarg))) usage(); break; case 'g': { if (strlen(optarg) != 6) usage(); errno = 0; char *end; long int v = strtol(optarg, &end, 16); if (errno || *end || v < 0) usage(); color_make_rgb(&background_color, (v >> 16) & 255, (v >> 8) & 255, v & 255); } break; case 'r': segmentation_name_1 = optarg; break; case 'R': segmentation_name_2 = optarg; break; case '6': display_base64++; break; case '2': display_base224++; break; default: usage(); } if (argc != optind + 2 && argc != optind + 1) usage(); file_name_1 = argv[optind++]; if (argc > optind) file_name_2 = argv[optind++]; MSG("Initializing image library"); random_gen_seed(); srgb_to_luv_init(); image_context_init(&ctx); struct image *img1, *img2; TRY(image_io_init(&ctx, &io)); if (file_name_1) { MSG("Reading %s", file_name_1); io.fastbuf = bopen(file_name_1, O_RDONLY, 1 << 18); io.format = format_1 ? : image_file_name_to_format(file_name_1); TRY(image_io_read_header(&io)); io.flags = COLOR_SPACE_RGB | IMAGE_IO_USE_BACKGROUND; if (background_color.color_space) io.background_color = background_color; else if (!io.background_color.color_space) io.background_color = color_black; TRY(image_io_read_data(&io, 1)); bclose(io.fastbuf); img1 = io.image; MSG("Image size=%ux%u", img1->cols, img1->rows); image_io_reset(&io); } else img1 = NULL; if (file_name_2) { MSG("Reading %s", file_name_2); io.fastbuf = bopen(file_name_2, O_RDONLY, 1 << 18); io.format = format_2 ? : image_file_name_to_format(file_name_2); TRY(image_io_read_header(&io)); io.flags = COLOR_SPACE_RGB | IMAGE_IO_USE_BACKGROUND; if (background_color.color_space) io.background_color = background_color; else if (!io.background_color.color_space) io.background_color = color_black; TRY(image_io_read_data(&io, 1)); bclose(io.fastbuf); img2 = io.image; MSG("Image size=%ux%u", img2->cols, img2->rows); image_io_reset(&io); } else img2 = NULL; struct image_signature sig1, sig2; MSG("Computing signatures"); if (img1) { struct image_sig_data data; TRY(image_sig_init(&ctx, &data, img1)); image_sig_preprocess(&data); if (data.valid) { image_sig_segmentation(&data); image_sig_detect_textured(&data); } if (segmentation_name_1) write_segmentation(&data, segmentation_name_1); image_sig_finish(&data, &sig1); image_sig_cleanup(&data); dump_signature(&sig1); } if (img2) { struct image_sig_data data; TRY(image_sig_init(&ctx, &data, img2)); image_sig_preprocess(&data); if (data.valid) { image_sig_segmentation(&data); image_sig_detect_textured(&data); } if (segmentation_name_2) write_segmentation(&data, segmentation_name_2); image_sig_finish(&data, &sig2); image_sig_cleanup(&data); dump_signature(&sig2); } if (img1 && img2) { uint dist; if (verbose) { struct fastbuf *fb = bfdopen(0, 4096); dist = image_signatures_dist_explain(&sig1, &sig2, msg_str, NULL); bclose(fb); } else dist = image_signatures_dist(&sig1, &sig2); MSG("dist=%u", dist); } if (img1) image_destroy(img1); if (img2) image_destroy(img2); image_io_cleanup(&io); image_context_cleanup(&ctx); MSG("Done."); return 0; }