| … | |
… | |
| 68 | |
68 | |
| 69 | *h &= 255; |
69 | *h &= 255; |
| 70 | } |
70 | } |
| 71 | } |
71 | } |
| 72 | |
72 | |
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73 | struct feature { |
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74 | float v1, v2, v3; // mean, square, cube |
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75 | int n; |
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76 | }; |
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77 | |
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78 | static void |
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79 | feature_init (struct feature *f) |
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80 | { |
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81 | f->v1 = 0.; |
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82 | f->v2 = 0.; |
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83 | f->v3 = 0.; |
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84 | f->n = 0; |
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85 | } |
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86 | |
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87 | // didn't find an algorithm to neatly do mean, variance and skew in one pass. |
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88 | // elmex ist schuld. |
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89 | static void |
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90 | feature_update_pass_1 (struct feature *f, unsigned int v) |
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91 | { |
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92 | f->v1 += v; |
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93 | f->n += 1; |
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94 | } |
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95 | |
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96 | static void |
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97 | feature_finish_pass_1 (struct feature *f) |
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98 | { |
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99 | if (f->n < 1) |
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100 | return; |
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101 | |
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102 | f->v1 /= f->n; |
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103 | } |
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104 | |
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105 | static void |
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106 | feature_update_pass_2 (struct feature *f, unsigned int v) |
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107 | { |
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108 | float d = v - f->v1; |
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109 | |
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110 | f->v2 += d * d; |
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111 | f->v3 += d * d * d; |
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112 | } |
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113 | |
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114 | static void |
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115 | feature_finish_pass_2 (struct feature *f) |
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116 | { |
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117 | if (f->n < 1) |
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118 | return; |
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119 | |
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120 | f->v2 /= f->n; |
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121 | f->v3 /= f->n; |
|
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122 | |
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123 | f->v1 /= 255.; |
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124 | f->v2 /= 255. * 255.; f->v2 = sqrtf (f->v2); |
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125 | f->v3 /= 255. * 255. * 255.; f->v3 = powf (fabsf (f->v3), 1./3.); |
|
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126 | } |
|
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127 | |
| 73 | static guint32 a85_val; |
128 | static guint32 a85_val; |
| 74 | static guint a85_cnt; |
129 | static guint a85_cnt; |
| 75 | static guchar a85_buf[LINELENGTH], *a85_ptr; |
130 | static guchar a85_buf[LINELENGTH], *a85_ptr; |
| 76 | |
131 | |
| 77 | static void |
132 | static void |
| … | |
… | |
| 586 | ############################################################################# |
641 | ############################################################################# |
| 587 | |
642 | |
| 588 | MODULE = Gtk2::CV PACKAGE = Gtk2::CV::Plugin::RCluster |
643 | MODULE = Gtk2::CV PACKAGE = Gtk2::CV::Plugin::RCluster |
| 589 | |
644 | |
| 590 | SV * |
645 | SV * |
| 591 | make_histograms (SV *ar) |
646 | extract_features (SV *ar) |
| 592 | CODE: |
647 | CODE: |
| 593 | { |
648 | { |
| 594 | int i; |
649 | int i; |
| 595 | AV *av, *result; |
650 | AV *av, *result; |
| 596 | |
651 | |
| 597 | if (!SvROK (ar) || SvTYPE (SvRV (ar)) != SVt_PVAV) |
652 | if (!SvROK (ar) || SvTYPE (SvRV (ar)) != SVt_PVAV) |
| 598 | croak ("Not an array ref as first argument to make_histogram"); |
653 | croak ("Not an array ref as first argument to extract_features"); |
| 599 | |
654 | |
| 600 | av = (AV *) SvRV (ar); |
655 | av = (AV *) SvRV (ar); |
| 601 | result = newAV (); |
656 | result = newAV (); |
| 602 | |
657 | |
| 603 | for (i = 0; i <= av_len (av); ++i) |
658 | for (i = 0; i <= av_len (av); ++i) |
| 604 | { |
659 | { |
| 605 | const int HISTSIZE = 64; |
|
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| 606 | |
|
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| 607 | int j; |
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| 608 | SV *sv = *av_fetch (av, i, 1); |
660 | SV *sv = *av_fetch (av, i, 1); |
| 609 | STRLEN len; |
|
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| 610 | char *buf = SvPVbyte (sv, len); |
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| 611 | |
|
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| 612 | int tmphist[HISTSIZE]; |
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| 613 | float *hist; |
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| 614 | |
|
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| 615 | SV *histsv = newSV (HISTSIZE * sizeof (float) + 1); |
661 | SV *histsv = newSV (9 * sizeof (float) + 1); |
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662 | |
| 616 | SvPOK_on (histsv); |
663 | SvPOK_on (histsv); |
| 617 | SvCUR_set (histsv, HISTSIZE * sizeof (float)); |
664 | SvCUR_set (histsv, 9 * sizeof (float)); |
| 618 | hist = (float *)SvPVX (histsv); |
665 | float *hist = (float *)SvPVX (histsv); |
| 619 | |
666 | |
| 620 | Zero (tmphist, sizeof (tmphist), char); |
667 | struct feature f_h, f_s, f_v; |
|
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668 | feature_init (&f_h); |
|
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669 | feature_init (&f_s); |
|
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670 | feature_init (&f_v); |
| 621 | |
671 | |
| 622 | for (j = len; j--; ) |
|
|
| 623 | { |
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| 624 | unsigned int idx |
|
|
| 625 | = ((*buf & 0xc0) >> 2) |
|
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| 626 | | ((*buf & 0x18) >> 1) |
|
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| 627 | | (*buf & 0x03); |
|
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| 628 | |
|
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| 629 | ++tmphist[idx]; |
|
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| 630 | ++buf; |
|
|
| 631 | } |
|
|
| 632 | |
672 | { |
| 633 | for (j = 0; j < HISTSIZE; ++j) |
673 | STRLEN len; |
| 634 | hist[j] = (float)tmphist[j] / (len + 1e-30); |
674 | unsigned char *buf = (unsigned char *)SvPVbyte (sv, len); |
|
|
675 | while (len >= 3) |
|
|
676 | { |
|
|
677 | unsigned int r, g, b, h, s, v; |
|
|
678 | r = *buf++; g = *buf++; b = *buf++; |
|
|
679 | rgb_to_hsv (r, g, b, &h, &s, &v); |
|
|
680 | |
|
|
681 | feature_update_pass_1 (&f_h, h); |
|
|
682 | feature_update_pass_1 (&f_s, s); |
|
|
683 | feature_update_pass_1 (&f_v, v); |
|
|
684 | |
|
|
685 | len -= 3; |
|
|
686 | } |
|
|
687 | |
|
|
688 | feature_finish_pass_1 (&f_h); |
|
|
689 | feature_finish_pass_1 (&f_s); |
|
|
690 | feature_finish_pass_1 (&f_v); |
|
|
691 | } |
|
|
692 | |
|
|
693 | { |
|
|
694 | STRLEN len; |
|
|
695 | unsigned char *buf = (unsigned char *)SvPVbyte (sv, len); |
|
|
696 | while (len >= 3) |
|
|
697 | { |
|
|
698 | unsigned int r, g, b, h, s, v; |
|
|
699 | r = *buf++; g = *buf++; b = *buf++; |
|
|
700 | rgb_to_hsv (r, g, b, &h, &s, &v); |
|
|
701 | |
|
|
702 | feature_update_pass_2 (&f_h, h); |
|
|
703 | feature_update_pass_2 (&f_s, s); |
|
|
704 | feature_update_pass_2 (&f_v, v); |
|
|
705 | |
|
|
706 | len -= 3; |
|
|
707 | } |
|
|
708 | |
|
|
709 | feature_finish_pass_2 (&f_h); |
|
|
710 | feature_finish_pass_2 (&f_s); |
|
|
711 | feature_finish_pass_2 (&f_v); |
|
|
712 | } |
|
|
713 | |
|
|
714 | hist [0] = f_h.v1 * 2.; hist [1] = f_h.v2 * 2.; hist [2] = f_h.v3 * 2.; |
|
|
715 | hist [3] = f_s.v1 ; hist [4] = f_s.v2 ; hist [5] = f_s.v3 ; |
|
|
716 | hist [6] = f_v.v1 * .5; hist [7] = f_v.v2 * .5; hist [8] = f_v.v3 * .5; |
| 635 | |
717 | |
| 636 | av_push (result, histsv); |
718 | av_push (result, histsv); |
| 637 | } |
719 | } |
| 638 | |
720 | |
| 639 | RETVAL = newRV_noinc ((SV *)result); |
721 | RETVAL = newRV_noinc ((SV *)result); |
| 640 | } |
722 | } |
| 641 | OUTPUT: |
723 | OUTPUT: |
| 642 | RETVAL |
724 | RETVAL |
| 643 | |
725 | |
| 644 | |
|
|
