aboutsummaryrefslogtreecommitdiff
path: root/vendor/x11iraf/ximtool/quant.c
blob: 34514a508277cf95772f0f647c31fcae648c8ca5 (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
#include <stdio.h>

/* QUANT.C -- Quantize the colors in a pixmap down to a specified number.
** This code is largely stolen from PBMPlus by Jef Poskanzer.
**
** ORIGINAL COPYRIGHT NOTICE:
**
** Copyright (C) 1989, 1991 by Jef Poskanzer.
**
** Permission to use, copy, modify, and distribute this software and its
** documentation for any purpose and without fee is hereby granted, provided
** that the above copyright notice appear in all copies and that both that
** copyright notice and this permission notice appear in supporting
** documentation.  This software is provided "as is" without express or
** implied warranty.
*/

#undef max
#define max(a,b) ((a) > (b) ? (a) : (b))
#undef min
#define min(a,b) ((a) < (b) ? (a) : (b))
#undef abs
#define abs(a) ((a) >= 0 ? (a) : -(a))
#undef odd
#define odd(n) ((n) & 1)

#ifdef HPUX 
#define random()	rand()
#define srandom(x)	srand(x)
#endif

typedef unsigned char byte;
typedef unsigned char pixval;

#define PPM_MAXMAXVAL 255
typedef struct { pixval r, g, b; } pixel;

#define PPM_GETR(p) ((p).r)
#define PPM_GETG(p) ((p).g)
#define PPM_GETB(p) ((p).b)

#define PPM_ASSIGN(p,red,grn,blu) \
  { (p).r = (red); (p).g = (grn); (p).b = (blu); }

#define PPM_EQUAL(p,q) ( (p).r == (q).r && (p).g == (q).g && (p).b == (q).b )

/* Color scaling macro -- to make writing ppmtowhatever easier. */
#define PPM_DEPTH(newp,p,oldmaxval,newmaxval) \
    PPM_ASSIGN( (newp), \
                (int) PPM_GETR(p) * (newmaxval) / (oldmaxval), \
                (int) PPM_GETG(p) * (newmaxval) / (oldmaxval), \
                (int) PPM_GETB(p) * (newmaxval) / (oldmaxval) )

/* Luminance macro, using only integer ops.  Returns an int (*256)  JHB */
#define PPM_LUMIN(p) \
  ( 77 * PPM_GETR(p) + 150 * PPM_GETG(p) + 29 * PPM_GETB(p) )


/* Color histogram stuff. */
typedef struct colorhist_item *colorhist_vector;
struct colorhist_item {
	pixel color;
	int	value;
};

typedef struct colorhist_list_item *colorhist_list;
struct colorhist_list_item {
	struct colorhist_item ch;
	colorhist_list next;
};


/* Color hash table stuff. */

typedef colorhist_list	*colorhash_table;

#define MAXCOLORS 	32767
#define FS_SCALE 	1024
#define HASH_SIZE 20023

#define LARGE_LUM
#define REP_AVERAGE_PIXELS

#define hashPixel(p)  ((((int) PPM_GETR(p) * 33023 +    \
                            (int) PPM_GETG(p) * 30013 +    \
                            (int) PPM_GETB(p) * 27011) & 0x7fffffff)   \
                          % HASH_SIZE)


typedef struct box *box_vector;
struct box {
	int	ind;
	int	colors;
	int	sum;
};

static colorhist_vector medianCut (),  colorHashToColorHist ();
static colorhist_vector computeColorHist ();
static colorhash_table  computeColorHash (), colorHistToColorHash ();
static colorhash_table  allocColorHash ();
static int 		redCompare(), greenCompare(), blueCompare();
static int 		lookupColor (), addToColorHash (), sumCompare();
static void 		freeColorHash (), addToColorHist(),freeColorHist();



/* PPMQUANT --  Quantize an image with a given colormap to a new number of
 * colors, modifies the image in place.  Floyd-Steinberg dithering isn't
 * current enabled because of speed but can be turned on later.  Modified
 * from the original code in the PBMplus package by Jef Poskanzer.
 */

int
ppmquant (image, r, g, b, nx, ny, ncolors, newcolors)
byte 	*image;				/* image pixels (i.e. cmap indices) */
byte	*r, *g, *b;			/* colormap			    */
int  	nx, ny;				/* image dimensions                 */
int	ncolors;			/* current number of colors         */
int	newcolors;			/* requested number of colors       */
{
	register pixel *pP;
	register long	sr, sg, sb, err;
	register int	i, col, limitcol, index = 0;
	byte	 *pix = image;
	pixel    **pixels;
	pixval   maxval = 255, newmaxval;
	int	 rows, cols, row;
	int	 colors;
	int	 floyd = 0, usehash;
	colorhist_vector chv, colormap;
	colorhash_table cht;
	long	*thisrerr, *thisgerr, *thisberr;
	long	*nextrerr, *nextgerr, *nextberr, *temperr;
	int	fs_direction;

  	/* Reformat into 2-dimensional array of pixel structures */
	rows = ny;
	cols = nx;
  	pixels = (pixel **) malloc (rows * sizeof(pixel *));
  	if (!pixels) 
	    return;

  	for (row=0; row<rows; row++) {
    	    pixels[row] = (pixel *) malloc(cols * sizeof(pixel));
    	    if (!pixels[row])
		return;

    	    for (col=0, pP=pixels[row]; col<cols; col++, pP++) {
      	        pP->r = (pixval) r[*pix];
      	        pP->g = (pixval) g[*pix];
      	        pP->b = (pixval) b[*pix];
		pix++;
    	    }
  	}


	/* Step 2: attempt to make a histogram of the colors, unclustered.
	** If at first we don't succeed, lower maxval to increase color
	** coherence and try again.  This will eventually terminate, with
	** maxval at worst 15, since 32^3 is approximately MAXCOLORS.
	*/
	for  (; ;)  {
	    chv = computeColorHist(pixels, cols, rows, MAXCOLORS, &colors) ;
	    if  (chv != (colorhist_vector) 0) 
	        break;
	    newmaxval = maxval / 2;
	    for  (row = 0; row < rows; ++row) 
	        for  (col = 0, pP = pixels[row]; col < cols; ++col, ++pP) 
	            PPM_DEPTH (*pP, *pP, maxval, newmaxval) ;
	    maxval = newmaxval;
	}

	/* Step 3: apply median-cut to histogram, making the new colormap.
	*/
	colormap = medianCut (chv, colors, rows * cols, maxval, newcolors) ;
	freeColorHist (chv) ;

	/* Step 4: map the colors in the image to their closest match in the
    	** new colormap, and write 'em out.
    	*/
	cht = allocColorHash ();
	usehash = 1;
	pix = image;
	if  (floyd)  {
	    /* Initialize Floyd-Steinberg error vectors. */
	    thisrerr = (long *) calloc (cols + 2, sizeof(long) );
	    nextrerr = (long *) calloc (cols + 2, sizeof(long) );
	    thisgerr = (long *) calloc (cols + 2, sizeof(long) );
	    nextgerr = (long *) calloc (cols + 2, sizeof(long) );
	    thisberr = (long *) calloc (cols + 2, sizeof(long) );
	    nextberr = (long *) calloc (cols + 2, sizeof(long) );
	    srandom ((int)  (time (0)  ^ getpid ()) ) ;
	    for  (col = 0; col < cols + 2; ++col)  {
	    	thisrerr[col] = random () % (FS_SCALE * 2)  - FS_SCALE;
	    	thisgerr[col] = random () % (FS_SCALE * 2)  - FS_SCALE;
	    	thisberr[col] = random () % (FS_SCALE * 2)  - FS_SCALE;
	    	/* (random errors in [-1 .. 1]) */
	    }
	    fs_direction = 1;
	}
	for  (row = 0; row < rows; ++row)  {
	    if  (floyd) 
	    	for  (col = 0; col < cols + 2; ++col) 
	    	    nextrerr[col] = nextgerr[col] = nextberr[col] = 0;
	    if  ( (!floyd)  || fs_direction)  {
	    	col = 0;
	    	limitcol = cols;
	    	pP = pixels[row];
	    } else {
	    	col = cols - 1;
	    	limitcol = -1;
	    	pP = &(pixels[row][col]);
	    }
	    do {
	    	if  (floyd)  {
	    	    /* Use Floyd-Steinberg errors to adjust actual color. */
	    	    sr = PPM_GETR(*pP) + thisrerr[col + 1] / FS_SCALE;
	    	    sg = PPM_GETG(*pP) + thisgerr[col + 1] / FS_SCALE;
	    	    sb = PPM_GETB(*pP) + thisberr[col + 1] / FS_SCALE;
	    	    if  (sr < 0) 
	    	    	sr = 0;
	    	    else if  (sr > maxval) 
	    	    	sr = maxval;
	    	    if  (sg < 0) 
	    	    	sg = 0;
	    	    else if  (sg > maxval) 
	    	    	sg = maxval;
	    	    if  (sb < 0) 
	    	    	sb = 0;
	    	    else if  (sb > maxval) 
	    	    	sb = maxval;
	    	    PPM_ASSIGN (*pP, sr, sg, sb) ;
	    	}

	    	/* Check hash table to see if we have already matched this
		 * color. 
		 */
	    	index = lookupColor (cht, pP) ;
	    	if  (index == -1) { /* No; search colormap for closest match. */
	    	    register int	i, r1, g1, b1, r2, g2, b2;
	    	    register long	dist, newdist;
	    	    r1 = PPM_GETR (*pP) ;
	    	    g1 = PPM_GETG (*pP) ;
	    	    b1 = PPM_GETB (*pP) ;
	    	    dist = 2000000000;
	    	    for  (i = 0; i < newcolors; ++i)  {
	    	    	r2 = PPM_GETR (colormap[i].color) ;
	    	    	g2 = PPM_GETG (colormap[i].color) ;
	    	    	b2 = PPM_GETB (colormap[i].color) ;
	    	    	newdist =  (r1 - r2)  *  (r1 - r2)  + 
	    	    	     (g1 - g2)  *  (g1 - g2)  + 
	    	    	     (b1 - b2)  *  (b1 - b2) ;
	    	    	if  (newdist < dist)  {
	    	    	    index = i;
	    	    	    dist = newdist;
	    	    	}
	    	    }
	    	    if  (usehash)  {
	    	    	if  (addToColorHash (cht, pP, index)  < 0)  {
	    	    	    usehash = 0;
	    	    	}
	    	    }
	    	}

	    	if  (floyd)  {
	    	    /* Propagate Floyd-Steinberg error terms. */
	    	    if  (fs_direction)  {
	    	    	err =  (sr - (long) PPM_GETR (colormap[index].color)) * FS_SCALE;
	    	    	thisrerr[col + 2] +=  (err * 7)  / 16;
	    	    	nextrerr[col    ] +=  (err * 3)  / 16;
	    	    	nextrerr[col + 1] +=  (err * 5)  / 16;
	    	    	nextrerr[col + 2] +=  (err    )  / 16;
	    	    	err =  (sg - (long) PPM_GETG (colormap[index].color)) * FS_SCALE;
	    	    	thisgerr[col + 2] +=  (err * 7)  / 16;
	    	    	nextgerr[col    ] +=  (err * 3)  / 16;
	    	    	nextgerr[col + 1] +=  (err * 5)  / 16;
	    	    	nextgerr[col + 2] +=  (err    )  / 16;
	    	    	err =  (sb - (long) PPM_GETB (colormap[index].color)) * FS_SCALE;
	    	    	thisberr[col + 2] +=  (err * 7)  / 16;
	    	    	nextberr[col    ] +=  (err * 3)  / 16;
	    	    	nextberr[col + 1] +=  (err * 5)  / 16;
	    	    	nextberr[col + 2] +=  (err    )  / 16;
	    	    } else {

	    	    	err =  (sr - (long) PPM_GETR (colormap[index].color)) * FS_SCALE;
	    	    	thisrerr[col    ] +=  (err * 7)  / 16;
	    	    	nextrerr[col + 2] +=  (err * 3)  / 16;
	    	    	nextrerr[col + 1] +=  (err * 5)  / 16;
	    	    	nextrerr[col    ] +=  (err    )  / 16;
	    	    	err =  (sg - (long) PPM_GETG (colormap[index].color)) * FS_SCALE;
	    	    	thisgerr[col    ] +=  (err * 7)  / 16;
	    	    	nextgerr[col + 2] +=  (err * 3)  / 16;
	    	    	nextgerr[col + 1] +=  (err * 5)  / 16;
	    	    	nextgerr[col    ] +=  (err    )  / 16;
	    	    	err =  (sb - (long) PPM_GETB (colormap[index].color)) * FS_SCALE;
	    	    	thisberr[col    ] +=  (err * 7)  / 16;
	    	    	nextberr[col + 2] +=  (err * 3)  / 16;
	    	    	nextberr[col + 1] +=  (err * 5)  / 16;
	    	    	nextberr[col    ] +=  (err    )  / 16;
	    	    }
	    	}

	    	*pP = colormap[index].color;
		*pix++ = index;			  /* save the new image index */

	    	if  ( (!floyd)  || fs_direction)  {
	    	    ++col;
	    	    ++pP;
	    	} else {
	    	    --col;
	    	    --pP;
	    	}
	    } while  (col != limitcol) ;

	    if  (floyd)  {
	    	temperr = thisrerr;
	    	thisrerr = nextrerr;
	    	nextrerr = temperr;
	    	temperr = thisgerr;
	    	thisgerr = nextgerr;
	    	nextgerr = temperr;
	    	temperr = thisberr;
	    	thisberr = nextberr;
	    	nextberr = temperr;
	    	fs_direction = !fs_direction;
	    }

	}

  	/* Rescale and load the new colormap. */
  	for (i=0; i<newcolors; i++) {
    	    PPM_DEPTH(colormap[i].color, colormap[i].color, maxval, 255);
    	    r[i] = PPM_GETR (colormap[i].color);
    	    g[i] = PPM_GETG (colormap[i].color);
    	    b[i] = PPM_GETB (colormap[i].color);
  	}

  	/* Free the pixels array. */
  	for (i=0; i<rows; i++) free (pixels[i]);
  	free (pixels);

  	/* Free cht and colormap. */
  	freeColorHist (colormap);
  	freeColorHash (cht);

	return (0) ;
}


/*
** Here is the fun part, the median-cut colormap generator.  This is based
** on Paul Heckbert's paper "Color Image Quantization for Frame Buffer
** Display", SIGGRAPH '82 Proceedings, page 297.
*/

static colorhist_vector
medianCut (chv, colors, sum, maxval, newcolors) 
colorhist_vector chv;
int	colors, sum, newcolors;
pixval maxval;
{
	colorhist_vector colormap;
	box_vector bv;
	register int	bi, i;
	int	boxes;

	bv = (box_vector) malloc (sizeof(struct box)  * newcolors) ;
	colormap = 
	    (colorhist_vector) malloc (sizeof(struct colorhist_item)  * newcolors) ;
	if  (bv == (box_vector) 0 || colormap == (colorhist_vector) 0) 
	    perror ("out of memory") ;
	for  (i = 0; i < newcolors; ++i) 
	    PPM_ASSIGN (colormap[i].color, 0, 0, 0) ;

	/*
    	** Set up the initial box.
    	*/
	bv[0].ind = 0;
	bv[0].colors = colors;
	bv[0].sum = sum;
	boxes = 1;

	/*
    	** Main loop: split boxes until we have enough.
    	*/
	while  (boxes < newcolors)  {
	    register int	indx, clrs;
	    int	sm;
	    register int	minr, maxr, ming, maxg, minb, maxb, v;
	    int	halfsum, lowersum;

	    /*
	    ** Find the first splittable box.
	    */
	    for  (bi = 0; bi < boxes; ++bi) 
	    	if  (bv[bi].colors >= 2) 
	    	    break;
	    if  (bi == boxes) 
	    	break;	/* ran out of colors! */
	    indx = bv[bi].ind;
	    clrs = bv[bi].colors;
	    sm = bv[bi].sum;

	    /*
	    ** Go through the box finding the minimum and maximum of each
	    ** component - the boundaries of the box.
	    */
	    minr = maxr = PPM_GETR (chv[indx].color) ;
	    ming = maxg = PPM_GETG (chv[indx].color) ;
	    minb = maxb = PPM_GETB (chv[indx].color) ;
	    for  (i = 1; i < clrs; ++i)  {
	    	v = PPM_GETR (chv[indx + i].color) ;
	    	if  (v < minr) 
	    	    minr = v;
	    	if  (v > maxr) 
	    	    maxr = v;
	    	v = PPM_GETG (chv[indx + i].color) ;
	    	if  (v < ming) 
	    	    ming = v;
	    	if  (v > maxg) 
	    	    maxg = v;
	    	v = PPM_GETB (chv[indx + i].color) ;
	    	if  (v < minb) 
	    	    minb = v;
	    	if  (v > maxb) 
	    	    maxb = v;
	    }

	    /*
	    ** Find the largest dimension, and sort by that component.  I have
	    ** included two methods for determining the "largest" dimension;
	    ** first by simply comparing the range in RGB space, and second
	    ** by transforming into luminosities before the comparison.  You
	    ** can switch which method is used by switching the commenting on
	    ** the LARGE_ defines at the beginning of this source file.
	    */
	     {
      		/* LARGE_LUM version */

	    	pixel p;
	    	float	rl, gl, bl;

	    	PPM_ASSIGN(p, maxr - minr, 0, 0);
	    	rl = PPM_LUMIN(p);
	    	PPM_ASSIGN(p, 0, maxg - ming, 0);
	    	gl = PPM_LUMIN(p);
	    	PPM_ASSIGN(p, 0, 0, maxb - minb);
	    	bl = PPM_LUMIN(p);

	    	if  (rl >= gl && rl >= bl) 
	    	    qsort(
	    	        (char *)&(chv[indx]),clrs,sizeof(struct colorhist_item),
	    	        redCompare) ;
	    	else if  (gl >= bl) 
	    	    qsort(
	    	        (char *)&(chv[indx]),clrs,sizeof(struct colorhist_item),
	    	        greenCompare) ;
	    	else
	    	    qsort(
	    	        (char *)&(chv[indx]),clrs,sizeof(struct colorhist_item),
	    	        blueCompare) ;
	    }

	    /*
	    ** Now find the median based on the counts, so that about half the
	    ** pixels (not colors, pixels) are in each subdivision.
	    */
	    lowersum = chv[indx].value;
	    halfsum = sm / 2;
	    for  (i = 1; i < clrs - 1; ++i)  {
	    	if  (lowersum >= halfsum) 
	    	    break;
	    	lowersum += chv[indx + i].value;
	    }

	    /*
	    ** Split the box, and sort to bring the biggest boxes to the top.
	    */
	    bv[bi].colors = i;
	    bv[bi].sum = lowersum;
	    bv[boxes].ind = indx + i;
	    bv[boxes].colors = clrs - i;
	    bv[boxes].sum = sm - lowersum;
	    ++boxes;
	    qsort ((char *) bv, boxes, sizeof(struct box) , sumCompare) ;
	}

	/*
        ** Ok, we've got enough boxes.  Now choose a representative color for
        ** each box.  There are a number of possible ways to make this choice.
        ** One would be to choose the center of the box; this ignores any
        ** structure within the boxes.  Another method would be to average all
	** the colors in the box - this is the method specified in Heckbert's
	** paper.  A third method is to average all the pixels in the box. You
	** can switch which method is used by switching the commenting on the
	** REP_ defines at the beginning of this source file.
        */
	for  (bi = 0; bi < boxes; ++bi)  {
    	    /* REP_AVERAGE_PIXELS version */

	    register int	indx = bv[bi].ind;
	    register int	clrs = bv[bi].colors;
	    register long	r = 0, g = 0, b = 0, sum = 0;

	    for  (i = 0; i < clrs; ++i)  {
	    	r += PPM_GETR (chv[indx + i].color)  * chv[indx + i].value;
	    	g += PPM_GETG (chv[indx + i].color)  * chv[indx + i].value;
	    	b += PPM_GETB (chv[indx + i].color)  * chv[indx + i].value;
	    	sum += chv[indx + i].value;
	    }
	    r = r / sum;
	    if  (r > maxval) 
	    	r = maxval;	/* avoid math errors */
	    g = g / sum;
	    if  (g > maxval) 
	    	g = maxval;
	    b = b / sum;
	    if  (b > maxval) 
	    	b = maxval;
	    PPM_ASSIGN (colormap[bi].color, r, g, b) ;
	}

	/* All done.  */
	return colormap;
}


static int	
redCompare (ch1, ch2) 
colorhist_vector ch1, ch2;
{
	return (int) PPM_GETR (ch1->color)  - (int) PPM_GETR (ch2->color) ;
}


static int	
greenCompare (ch1, ch2) 
colorhist_vector ch1, ch2;
{
	return (int) PPM_GETG (ch1->color)  - (int) PPM_GETG (ch2->color) ;
}


static int	
blueCompare (ch1, ch2) 
colorhist_vector ch1, ch2;
{
	return (int) PPM_GETB (ch1->color)  - (int) PPM_GETB (ch2->color) ;
}


static int	
sumCompare (b1, b2) 
box_vector b1, b2;
{
	return b2->sum - b1->sum;
}


static colorhist_vector
computeColorHist (pixels, cols, rows, maxcolors, colorsP) 
pixel**pixels;
int	cols, rows, maxcolors;
int*colorsP;
{
	colorhash_table cht;
	colorhist_vector chv;

	cht = computeColorHash (pixels, cols, rows, maxcolors, colorsP) ;
	if  (cht == (colorhash_table) 0) 
	    return (colorhist_vector) 0;
	chv = colorHashToColorHist (cht, maxcolors) ;
	freeColorHash (cht) ;
	return chv;
}


static void
addToColorHist (chv, colorsP, maxcolors, colorP, value, position) 
colorhist_vector chv;
pixel*colorP;
int*colorsP;
int	maxcolors, value, position;
{
	int	i, j;

	/* Search colorhist for the color. */
	for  (i = 0; i < *colorsP; ++i) 
	    if  (PPM_EQUAL (chv[i].color, *colorP) )  {
	    	/* Found it - move to new slot. */
	    	if  (position > i)  {
	    	    for  (j = i; j < position; ++j) 
	    	    	chv[j] = chv[j + 1];
	    	} else if  (position < i)  {
	    	    for  (j = i; j > position; --j) 
	    	    	chv[j] = chv[j - 1];
	    	}
	    	chv[position].color = *colorP;
	    	chv[position].value = value;
	    	return;
	    }
	if  (*colorsP < maxcolors)  {
	    /* Didn't find it, but there's room to add it; so do so. */
	    for  (i = *colorsP; i > position; --i) 
	    	chv[i] = chv[i - 1];
	    chv[position].color = *colorP;
	    chv[position].value = value;
	    ++(*colorsP);
	}
}


static colorhash_table
computeColorHash (pixels, cols, rows, maxcolors, colorsP) 
pixel**pixels;
int	cols, rows, maxcolors;
int*colorsP;
{
	colorhash_table cht;
	register pixel*pP;
	colorhist_list chl;
	int	col, row, hash;

	cht = allocColorHash ();
	*colorsP = 0;

	/* Go through the entire image, building a hash table of colors. */
	for  (row = 0; row < rows; ++row) 
	    for  (col = 0, pP = pixels[row]; col < cols; ++col, ++pP)  {
	    	hash = hashPixel (*pP) ;
	    	for  (chl=cht[hash]; chl != (colorhist_list) 0; chl=chl->next) 
	    	    if  (PPM_EQUAL (chl->ch.color, *pP) ) 
	    	    	break;
	    	if  (chl != (colorhist_list) 0) 
	    	    ++(chl->ch.value);
	    	else
	    	 {
	    	    if  (++(*colorsP) > maxcolors)  {
	    	    	freeColorHash (cht) ;
	    	    	return (colorhash_table) 0;
	    	    }
	    	    chl = (colorhist_list) 
			malloc (sizeof(struct colorhist_list_item));
	    	    if  (chl == 0) 
	    	    	perror ("out of memory computing hash table") ;
	    	    chl->ch.color = *pP;
	    	    chl->ch.value = 1;
	    	    chl->next = cht[hash];
	    	    cht[hash] = chl;
	    	}
	    }

	return cht;
}


static colorhash_table
allocColorHash ()
{
	colorhash_table cht;
	int	i;

	cht = (colorhash_table) malloc (HASH_SIZE * sizeof(colorhist_list)) ;
	if  (cht == 0) 
	    perror ("out of memory allocating hash table") ;

	for  (i = 0; i < HASH_SIZE; ++i) 
	    cht[i] = (colorhist_list) 0;

	return cht;
}


static int
addToColorHash (cht, colorP, value) 
colorhash_table cht;
pixel*colorP;
int	value;
{
	register int	hash;
	register colorhist_list chl;

	chl = (colorhist_list) malloc (sizeof(struct colorhist_list_item) ) ;
	if  (chl == 0) 
	    return - 1;
	hash = hashPixel (*colorP) ;
	chl->ch.color = *colorP;
	chl->ch.value = value;
	chl->next = cht[hash];
	cht[hash] = chl;
	return 0;
}


static colorhist_vector
colorHashToColorHist (cht, maxcolors) 
colorhash_table cht;
int	maxcolors;
{
	colorhist_vector chv;
	colorhist_list chl;
	int	i, j;

	/* Now collate the hash table into a simple colorhist array. */
	chv = (colorhist_vector) malloc (maxcolors * sizeof(struct colorhist_item) ) ;
	/* (Leave room for expansion by caller.) */
	if  (chv == (colorhist_vector) 0) 
	    perror ("out of memory generating histogram") ;

	/* Loop through the hash table. */
	j = 0;
	for  (i = 0; i < HASH_SIZE; ++i) 
	    for  (chl = cht[i]; chl != (colorhist_list) 0; chl = chl->next)  {
	    	/* Add the new entry. */
	    	chv[j] = chl->ch;
	    	++j;
	    }

	/* All done. */
	return chv;
}


static colorhash_table
colorHistToColorHash (chv, colors) 
colorhist_vector chv;
int	colors;
{
	colorhash_table cht;
	int	i, hash;
	pixel color;
	colorhist_list chl;

	cht = allocColorHash ();

	for  (i = 0; i < colors; ++i)  {
	    color = chv[i].color;
	    hash = hashPixel (color) ;
	    for  (chl = cht[hash]; chl != (colorhist_list) 0; chl = chl->next) 
/*
	    	if  (PPM_EQUAL (chl->ch.color, color) ) 
	    	    pm_error(
	    	        "same color found twice - %d %d %d", PPM_GETR(color),
	    	        PPM_GETG(color), PPM_GETB(color)) ;
*/
	    chl = (colorhist_list) malloc (sizeof(struct colorhist_list_item) ) ;
	    if  (chl == (colorhist_list) 0) 
	    	perror ("out of memory") ;
	    chl->ch.color = color;
	    chl->ch.value = i;
	    chl->next = cht[hash];
	    cht[hash] = chl;
	}

	return cht;
}


static int
lookupColor (cht, colorP) 
colorhash_table cht;
pixel*colorP;
{
	int	hash;
	colorhist_list chl;

	hash = hashPixel (*colorP) ;
	for  (chl = cht[hash]; chl != (colorhist_list) 0; chl = chl->next) 
	    if  (PPM_EQUAL (chl->ch.color, *colorP) ) 
	    	return chl->ch.value;

	return - 1;
}


static void
freeColorHist (chv) 
colorhist_vector chv;
{
	free ((char *) chv) ;
}


static void
freeColorHash (cht) 
colorhash_table cht;
{
	int	i;
	colorhist_list chl, chlnext;

	for  (i = 0; i < HASH_SIZE; ++i) 
	    for  (chl = cht[i]; chl != (colorhist_list) 0; chl = chlnext)  {
	    	chlnext = chl->next;
	    	free ((char *) chl) ;
	    }
	free ((char *) cht) ;
}