1 /*
2  * Copyright (c) 2003, 2020, Oracle and/or its affiliates. All rights reserved.
3  * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
4  *
5  * This code is free software; you can redistribute it and/or modify it
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7  * published by the Free Software Foundation.  Oracle designates this
8  * particular file as subject to the "Classpath" exception as provided
9  * by Oracle in the LICENSE file that accompanied this code.
10  *
11  * This code is distributed in the hope that it will be useful, but WITHOUT
12  * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
13  * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
14  * version 2 for more details (a copy is included in the LICENSE file that
15  * accompanied this code).
16  *
17  * You should have received a copy of the GNU General Public License version
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20  *
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22  * or visit www.oracle.com if you need additional information or have any
23  * questions.
24  */
25 
26 
27 /*
28  * FUNCTION
29  *   Internal functions for mlib_ImageConv* on D64/F32 type and
30  *   MLIB_EDGE_DST_NO_WRITE mask
31  *
32  */
33 
34 #include "mlib_image.h"
35 #include "mlib_ImageConv.h"
36 
37 /***************************************************************/
38 /*
39   This define switches between functions of MLIB_DOUBLE and MLIB_FLOAT types:
40   Files mlib_ImageConv_D64nw.c and mlib_ImageConv_F32nw.c
41 */
42 
43 /* #define TYPE_DOUBLE */
44 
45 /***************************************************************/
46 #ifdef TYPE_DOUBLE
47 
48 #define CONV_FUNC(KERN) mlib_conv##KERN##nw_d64
49 
50 #define DTYPE mlib_d64
51 
52 #else
53 
54 #define CONV_FUNC(KERN) mlib_conv##KERN##nw_f32
55 
56 #define DTYPE mlib_f32
57 
58 #endif /* TYPE_DOUBLE */
59 
60 /***************************************************************/
61 #define GET_SRC_DST_PARAMETERS(type)                            \
62   mlib_s32 hgt = mlib_ImageGetHeight(src);                      \
63   mlib_s32 wid = mlib_ImageGetWidth(src);                       \
64   mlib_s32 sll = mlib_ImageGetStride(src) / sizeof(type);       \
65   mlib_s32 dll = mlib_ImageGetStride(dst) / sizeof(type);       \
66   type*    adr_src = mlib_ImageGetData(src);                    \
67   type*    adr_dst = mlib_ImageGetData(dst);                    \
68   mlib_s32 chan1 = mlib_ImageGetChannels(src)
69 
70 /***************************************************************/
71 #define DEF_VARS(type)                                          \
72   GET_SRC_DST_PARAMETERS(type);                                 \
73   type     *sl;                                                 \
74   type     *dl, *dp = NULL;                                     \
75   mlib_s32 i, j, c
76 
77 /***************************************************************/
78 #define BUFF_SIZE  1600
79 
80 #define CACHE_SIZE (64*1024)
81 
mlib_ImageConv1xN(mlib_image * dst,const mlib_image * src,const DTYPE * k,mlib_s32 n,mlib_s32 dn,mlib_s32 cmask)82 static mlib_status mlib_ImageConv1xN(mlib_image       *dst,
83                                      const mlib_image *src,
84                                      const DTYPE      *k,
85                                      mlib_s32         n,
86                                      mlib_s32         dn,
87                                      mlib_s32         cmask)
88 {
89   DTYPE    buff[BUFF_SIZE], *pbuff = buff;
90   const DTYPE    *pk;
91   DTYPE    k0, k1, k2, k3;
92   DTYPE    p0, p1, p2, p3, p4;
93   DTYPE    *sp, *sl_c, *dl_c, *sl0;
94   DEF_VARS(DTYPE);
95   mlib_s32 off, kh;
96   mlib_s32 l, hsize, max_hsize;
97 
98   hgt -= (n - 1);
99   adr_dst += dn*dll;
100 
101   max_hsize = (CACHE_SIZE/sizeof(DTYPE))/sll;
102 
103   if (!max_hsize) max_hsize = 1;
104 
105   if (max_hsize > BUFF_SIZE) {
106     pbuff = mlib_malloc(sizeof(DTYPE)*max_hsize);
107   }
108 
109   sl_c = adr_src;
110   dl_c = adr_dst;
111 
112   for (l = 0; l < hgt; l += hsize) {
113     hsize = hgt - l;
114 
115     if (hsize > max_hsize) hsize = max_hsize;
116 
117     for (c = 0; c < chan1; c++) {
118       if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
119 
120       sl = sl_c + c;
121       dl = dl_c + c;
122 
123       for (j = 0; j < hsize; j++) pbuff[j] = 0.0;
124 
125       for (i = 0; i < wid; i++) {
126         sl0 = sl;
127 
128         for (off = 0; off < (n - 4); off += 4) {
129           pk = k + off;
130           sp = sl0;
131 
132           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
133           p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
134           sp += 3*sll;
135 
136           for (j = 0; j < hsize; j += 2) {
137             p0 = p2; p1 = p3; p2 = p4;
138             p3 = sp[0];
139             p4 = sp[sll];
140 
141             pbuff[j    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
142             pbuff[j + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
143 
144             sp += 2*sll;
145           }
146 
147           sl0 += 4*sll;
148         }
149 
150         pk = k + off;
151         sp = sl0;
152 
153         k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
154         p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
155 
156         dp = dl;
157         kh = n - off;
158 
159         if (kh == 4) {
160           sp += 3*sll;
161 
162           for (j = 0; j <= (hsize - 2); j += 2) {
163             p0 = p2; p1 = p3; p2 = p4;
164             p3 = sp[0];
165             p4 = sp[sll];
166 
167             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
168             dp[dll] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + pbuff[j + 1];
169 
170             pbuff[j] = 0;
171             pbuff[j + 1] = 0;
172 
173             sp += 2*sll;
174             dp += 2*dll;
175           }
176 
177           if (j < hsize) {
178             p0 = p2; p1 = p3; p2 = p4;
179             p3 = sp[0];
180 
181             dp[0] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
182 
183             pbuff[j] = 0;
184           }
185 
186         } else if (kh == 3) {
187           sp += 2*sll;
188 
189           for (j = 0; j <= (hsize - 2); j += 2) {
190             p0 = p2; p1 = p3;
191             p2 = sp[0];
192             p3 = sp[sll];
193 
194             dp[0  ] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
195             dp[dll] = p1*k0 + p2*k1 + p3*k2 + pbuff[j + 1];
196 
197             pbuff[j] = 0;
198             pbuff[j + 1] = 0;
199 
200             sp += 2*sll;
201             dp += 2*dll;
202           }
203 
204           if (j < hsize) {
205             p0 = p2; p1 = p3;
206             p2 = sp[0];
207 
208             dp[0] = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
209 
210             pbuff[j] = 0;
211           }
212 
213         } else if (kh == 2) {
214           sp += sll;
215 
216           for (j = 0; j <= (hsize - 2); j += 2) {
217             p0 = p2;
218             p1 = sp[0];
219             p2 = sp[sll];
220 
221             dp[0  ] = p0*k0 + p1*k1 + pbuff[j];
222             dp[dll] = p1*k0 + p2*k1 + pbuff[j + 1];
223 
224             pbuff[j] = 0;
225             pbuff[j + 1] = 0;
226 
227             sp += 2*sll;
228             dp += 2*dll;
229           }
230 
231           if (j < hsize) {
232             p0 = p2;
233             p1 = sp[0];
234 
235             dp[0] = p0*k0 + p1*k1 + pbuff[j];
236 
237             pbuff[j] = 0;
238           }
239 
240         } else /* if (kh == 1) */ {
241           for (j = 0; j < hsize; j++) {
242             p0 = sp[0];
243 
244             dp[0] = p0*k0 + pbuff[j];
245 
246             pbuff[j] = 0;
247 
248             sp += sll;
249             dp += dll;
250           }
251         }
252 
253         sl += chan1;
254         dl += chan1;
255       }
256     }
257 
258     sl_c += max_hsize*sll;
259     dl_c += max_hsize*dll;
260   }
261 
262   if (pbuff != buff) mlib_free(pbuff);
263 
264   return MLIB_SUCCESS;
265 }
266 
267 /***************************************************************/
268 #define MAX_KER 7
269 #define MAX_NM  81
270 
CONV_FUNC(MxN)271 mlib_status CONV_FUNC(MxN)(mlib_image       *dst,
272                            const mlib_image *src,
273                            const mlib_d64   *ker,
274                            mlib_s32         m,
275                            mlib_s32         n,
276                            mlib_s32         dm,
277                            mlib_s32         dn,
278                            mlib_s32         cmask)
279 {
280   DTYPE k0, k1, k2, k3, k4, k5, k6, *sp;
281   DTYPE p0, p1, p2, p3, p4, p5, p6, p7;
282   mlib_s32 l, off, kw;
283   DEF_VARS(DTYPE);
284   mlib_s32 chan2 = chan1 + chan1;
285   mlib_s32 chan3 = chan1 + chan2;
286 
287 #ifdef TYPE_DOUBLE
288   const mlib_d64 *k = ker;
289 #else
290   mlib_f32 k_arr[MAX_NM], *k = k_arr;
291 
292   if (n*m > MAX_NM) {
293     k = mlib_malloc(n*m*sizeof(mlib_f32));
294 
295     if (k == NULL) return MLIB_FAILURE;
296   }
297 
298   for (i = 0; i < n*m; i++) k[i] = (mlib_f32)ker[i];
299 #endif /* TYPE_DOUBLE */
300 
301   if (m == 1) return mlib_ImageConv1xN(dst, src, k, n, dn, cmask);
302 
303   wid -= (m - 1);
304   hgt -= (n - 1);
305   adr_dst += dn*dll + dm*chan1;
306 
307   for (c = 0; c < chan1; c++) {
308     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
309 
310     sl = adr_src + c;
311     dl = adr_dst + c;
312 
313     for (j = 0; j < hgt; j++) {
314       const DTYPE *pk = k;
315 
316       for (l = 0; l < n; l++) {
317         DTYPE *sp0 = sl + l*sll;
318 
319         for (off = 0; off < m; off += kw, pk += kw, sp0 += chan1) {
320           kw = m - off;
321 
322           if (kw > 2*MAX_KER) kw = MAX_KER; else
323             if (kw > MAX_KER) kw = kw/2;
324 
325           p2 = sp0[0]; p3 = sp0[chan1]; p4 = sp0[chan2];
326           sp0 += chan3;
327           p5 = sp0[0]; p6 = sp0[chan1]; p7 = sp0[chan2];
328 
329           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
330           k4 = pk[4]; k5 = pk[5]; k6 = pk[6];
331 
332           dp = dl;
333 
334           if (kw == 7) {
335             sp = sp0 += chan3;
336 
337             if (pk == k) {
338               for (i = 0; i <= (wid - 2); i += 2) {
339                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
340 
341                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
342 
343                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
344                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
345 
346                 sp += chan2;
347                 dp += chan2;
348               }
349 
350             } else {
351               for (i = 0; i <= (wid - 2); i += 2) {
352                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
353 
354                 p5 = sp[- chan1]; p6 = sp[0]; p7 = sp[chan1];
355 
356                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
357                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
358 
359                 sp += chan2;
360                 dp += chan2;
361               }
362             }
363 
364           } else if (kw == 6) {
365             sp = sp0 += chan2;
366 
367             if (pk == k) {
368               for (i = 0; i <= (wid - 2); i += 2) {
369                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
370 
371                 p5 = sp[0]; p6 = sp[chan1];
372 
373                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
374                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
375 
376                 sp += chan2;
377                 dp += chan2;
378               }
379 
380             } else {
381               for (i = 0; i <= (wid - 2); i += 2) {
382                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
383 
384                 p5 = sp[0]; p6 = sp[chan1];
385 
386                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
387                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
388 
389                 sp += chan2;
390                 dp += chan2;
391               }
392             }
393 
394           } else if (kw == 5) {
395             sp = sp0 += chan1;
396 
397             if (pk == k) {
398               for (i = 0; i <= (wid - 2); i += 2) {
399                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
400 
401                 p4 = sp[0]; p5 = sp[chan1];
402 
403                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
404                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
405 
406                 sp += chan2;
407                 dp += chan2;
408               }
409 
410             } else {
411               for (i = 0; i <= (wid - 2); i += 2) {
412                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
413 
414                 p4 = sp[0]; p5 = sp[chan1];
415 
416                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
417                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
418 
419                 sp += chan2;
420                 dp += chan2;
421               }
422             }
423 
424           } else if (kw == 4) {
425 
426             sp = sp0;
427 
428             if (pk == k) {
429               for (i = 0; i <= (wid - 2); i += 2) {
430                 p0 = p2; p1 = p3; p2 = p4;
431 
432                 p3 = sp[0]; p4 = sp[chan1];
433 
434                 dp[0    ] = p0*k0 + p1*k1 + p2*k2 + p3*k3;
435                 dp[chan1] = p1*k0 + p2*k1 + p3*k2 + p4*k3;
436 
437                 sp += chan2;
438                 dp += chan2;
439               }
440 
441             } else {
442               for (i = 0; i <= (wid - 2); i += 2) {
443                 p0 = p2; p1 = p3; p2 = p4;
444 
445                 p3 = sp[0]; p4 = sp[chan1];
446 
447                 dp[0    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
448                 dp[chan1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
449 
450                 sp += chan2;
451                 dp += chan2;
452               }
453             }
454 
455           } else if (kw == 3) {
456             sp = sp0 -= chan1;
457 
458             if (pk == k) {
459               for (i = 0; i <= (wid - 2); i += 2) {
460                 p0 = p2; p1 = p3;
461 
462                 p2 = sp[0]; p3 = sp[chan1];
463 
464                 dp[0    ] = p0*k0 + p1*k1 + p2*k2;
465                 dp[chan1] = p1*k0 + p2*k1 + p3*k2;
466 
467                 sp += chan2;
468                 dp += chan2;
469               }
470 
471             } else {
472               for (i = 0; i <= (wid - 2); i += 2) {
473                 p0 = p2; p1 = p3;
474 
475                 p2 = sp[0]; p3 = sp[chan1];
476 
477                 dp[0    ] += p0*k0 + p1*k1 + p2*k2;
478                 dp[chan1] += p1*k0 + p2*k1 + p3*k2;
479 
480                 sp += chan2;
481                 dp += chan2;
482               }
483             }
484 
485           } else { /* kw == 2 */
486             sp = sp0 -= chan2;
487 
488             if (pk == k) {
489               for (i = 0; i <= (wid - 2); i += 2) {
490                 p0 = p2;
491 
492                 p1 = sp[0]; p2 = sp[chan1];
493 
494                 dp[0    ] = p0*k0 + p1*k1;
495                 dp[chan1] = p1*k0 + p2*k1;
496 
497                 sp += chan2;
498                 dp += chan2;
499               }
500 
501             } else {
502               for (i = 0; i <= (wid - 2); i += 2) {
503                 p0 = p2;
504 
505                 p1 = sp[0]; p2 = sp[chan1];
506 
507                 dp[0    ] += p0*k0 + p1*k1;
508                 dp[chan1] += p1*k0 + p2*k1;
509 
510                 sp += chan2;
511                 dp += chan2;
512               }
513             }
514           }
515         }
516       }
517 
518       /* last pixels */
519 
520       if (wid & 1) {
521         DTYPE *sp0 = sl + i*chan1, s = 0;
522         const DTYPE *pk = k;
523         mlib_s32 x;
524 
525         for (l = 0; l < n; l++) {
526           DTYPE *sp = sp0 + l*sll;
527 
528           for (x = 0; x < m; x++) s += sp[x*chan1] * (*pk++);
529         }
530 
531         dp[0] = s;
532       }
533 
534       /* next line */
535       sl += sll;
536       dl += dll;
537     }
538   }
539 
540 #ifndef TYPE_DOUBLE
541 
542   if (k != k_arr) mlib_free(k);
543 #endif /* TYPE_DOUBLE */
544 
545   return MLIB_SUCCESS;
546 }
547 
548 /***************************************************************/
549