1 /*
   2  * Copyright (c) 2000, 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
   6  * under the terms of the GNU General Public License version 2 only, as
   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
  18  * 2 along with this work; if not, write to the Free Software Foundation,
  19  * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
  20  *
  21  * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
  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 S32 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 #define CACHE_SIZE (64*1024)
  39 
  40 /***************************************************************/
  41 #define CONV_FUNC(KERN) mlib_conv##KERN##nw_s32
  42 
  43 /***************************************************************/
  44 #ifndef MLIB_USE_FTOI_CLAMPING
  45 
  46 #define CLAMP_S32(dst, src)                                       \
  47   if (src > (mlib_d64)MLIB_S32_MAX) src = (mlib_d64)MLIB_S32_MAX; \
  48   if (src < (mlib_d64)MLIB_S32_MIN) src = (mlib_d64)MLIB_S32_MIN; \
  49   dst = (mlib_s32)src
  50 
  51 #else
  52 
  53 #define CLAMP_S32(dst, src) dst = (mlib_s32)(src)
  54 
  55 #endif /* MLIB_USE_FTOI_CLAMPING */
  56 
  57 /***************************************************************/
  58 #define GET_SRC_DST_PARAMETERS(type)                            \
  59   mlib_s32 hgt = mlib_ImageGetHeight(src);                      \
  60   mlib_s32 wid = mlib_ImageGetWidth(src);                       \
  61   mlib_s32 sll = mlib_ImageGetStride(src) / sizeof(type);       \
  62   mlib_s32 dll = mlib_ImageGetStride(dst) / sizeof(type);       \
  63   type*    adr_src = mlib_ImageGetData(src);                    \
  64   type*    adr_dst = mlib_ImageGetData(dst);                    \
  65   mlib_s32 chan1 = mlib_ImageGetChannels(src)
  66 /*  mlib_s32 chan2 = chan1 + chan1 */
  67 
  68 /***************************************************************/
  69 #define DEF_VARS(type)                                          \
  70   GET_SRC_DST_PARAMETERS(type);                                 \
  71   type     *sl, *sp, *sl1, *dl, *dp;                            \
  72   mlib_d64 *pbuff = buff, *buff0, *buff1, *buff2, *buffT;       \
  73   mlib_s32 i, j, c;                                             \
  74   mlib_d64 scalef, d0, d1
  75 
  76 /***************************************************************/
  77 #define DEF_VARS_MxN(type)                                      \
  78   GET_SRC_DST_PARAMETERS(type);                                 \
  79   type     *sl, *sp = NULL, *dl, *dp = NULL;                    \
  80   mlib_d64 *pbuff = buff;                                       \
  81   mlib_s32 i, j, c
  82 
  83 /***************************************************************/
  84 #define FTYPE  mlib_d64
  85 #define DTYPE  mlib_s32
  86 
  87 #define BUFF_SIZE  1600
  88 
  89 static mlib_status mlib_ImageConv1xN(mlib_image       *dst,
  90                                      const mlib_image *src,
  91                                      const mlib_d64   *k,
  92                                      mlib_s32         n,
  93                                      mlib_s32         dn,
  94                                      mlib_s32         cmask)
  95 {
  96   FTYPE    buff[BUFF_SIZE];
  97   mlib_s32 off, kh;
  98   const FTYPE    *pk;
  99   FTYPE    k0, k1, k2, k3, d0, d1;
 100   FTYPE    p0, p1, p2, p3, p4;
 101   DTYPE    *sl_c, *dl_c, *sl0;
 102   mlib_s32 l, hsize, max_hsize;
 103   DEF_VARS_MxN(DTYPE);
 104 
 105   hgt -= (n - 1);
 106   adr_dst += dn*dll;
 107 
 108   max_hsize = (CACHE_SIZE/sizeof(DTYPE))/sll;
 109 
 110   if (!max_hsize) max_hsize = 1;
 111 
 112   if (max_hsize > BUFF_SIZE) {
 113     pbuff = mlib_malloc(sizeof(FTYPE)*max_hsize);
 114   }
 115 
 116   sl_c = adr_src;
 117   dl_c = adr_dst;
 118 
 119   for (l = 0; l < hgt; l += hsize) {
 120     hsize = hgt - l;
 121 
 122     if (hsize > max_hsize) hsize = max_hsize;
 123 
 124     for (c = 0; c < chan1; c++) {
 125     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 126 
 127       sl = sl_c + c;
 128       dl = dl_c + c;
 129 
 130       for (j = 0; j < hsize; j++) pbuff[j] = 0.0;
 131 
 132       for (i = 0; i < wid; i++) {
 133         sl0 = sl;
 134 
 135         for (off = 0; off < (n - 4); off += 4) {
 136           pk = k + off;
 137           sp = sl0;
 138 
 139           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 140           p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 141           sp += 3*sll;
 142 
 143           for (j = 0; j < hsize; j += 2) {
 144             p0 = p2; p1 = p3; p2 = p4;
 145             p3 = sp[0];
 146             p4 = sp[sll];
 147 
 148             pbuff[j    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 149             pbuff[j + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 150 
 151             sp += 2*sll;
 152           }
 153 
 154           sl0 += 4*sll;
 155         }
 156 
 157         pk = k + off;
 158         sp = sl0;
 159 
 160         k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 161         p2 = sp[0]; p3 = sp[sll]; p4 = sp[2*sll];
 162 
 163         dp = dl;
 164         kh = n - off;
 165 
 166         if (kh == 4) {
 167           sp += 3*sll;
 168 
 169           for (j = 0; j <= (hsize - 2); j += 2) {
 170             p0 = p2; p1 = p3; p2 = p4;
 171             p3 = sp[0];
 172             p4 = sp[sll];
 173 
 174             d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 175             d1 = p1*k0 + p2*k1 + p3*k2 + p4*k3 + pbuff[j + 1];
 176             CLAMP_S32(dp[0  ], d0);
 177             CLAMP_S32(dp[dll], d1);
 178 
 179             pbuff[j] = 0;
 180             pbuff[j + 1] = 0;
 181 
 182             sp += 2*sll;
 183             dp += 2*dll;
 184           }
 185 
 186           if (j < hsize) {
 187             p0 = p2; p1 = p3; p2 = p4;
 188             p3 = sp[0];
 189 
 190             d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + pbuff[j];
 191             CLAMP_S32(dp[0], d0);
 192 
 193             pbuff[j] = 0;
 194           }
 195 
 196         } else if (kh == 3) {
 197           sp += 2*sll;
 198 
 199           for (j = 0; j <= (hsize - 2); j += 2) {
 200             p0 = p2; p1 = p3;
 201             p2 = sp[0];
 202             p3 = sp[sll];
 203 
 204             d0 = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 205             d1 = p1*k0 + p2*k1 + p3*k2 + pbuff[j + 1];
 206             CLAMP_S32(dp[0  ], d0);
 207             CLAMP_S32(dp[dll], d1);
 208 
 209             pbuff[j] = 0;
 210             pbuff[j + 1] = 0;
 211 
 212             sp += 2*sll;
 213             dp += 2*dll;
 214           }
 215 
 216           if (j < hsize) {
 217             p0 = p2; p1 = p3;
 218             p2 = sp[0];
 219 
 220             d0 = p0*k0 + p1*k1 + p2*k2 + pbuff[j];
 221             CLAMP_S32(dp[0], d0);
 222 
 223             pbuff[j] = 0;
 224           }
 225 
 226         } else if (kh == 2) {
 227           sp += sll;
 228 
 229           for (j = 0; j <= (hsize - 2); j += 2) {
 230             p0 = p2;
 231             p1 = sp[0];
 232             p2 = sp[sll];
 233 
 234             d0 = p0*k0 + p1*k1 + pbuff[j];
 235             d1 = p1*k0 + p2*k1 + pbuff[j + 1];
 236             CLAMP_S32(dp[0  ], d0);
 237             CLAMP_S32(dp[dll], d1);
 238 
 239             pbuff[j] = 0;
 240             pbuff[j + 1] = 0;
 241 
 242             sp += 2*sll;
 243             dp += 2*dll;
 244           }
 245 
 246           if (j < hsize) {
 247             p0 = p2;
 248             p1 = sp[0];
 249 
 250             d0 = p0*k0 + p1*k1 + pbuff[j];
 251             CLAMP_S32(dp[0], d0);
 252 
 253             pbuff[j] = 0;
 254           }
 255 
 256         } else /* if (kh == 1) */ {
 257           for (j = 0; j < hsize; j++) {
 258             p0 = sp[0];
 259 
 260             d0 = p0*k0 + pbuff[j];
 261             CLAMP_S32(dp[0], d0);
 262 
 263             pbuff[j] = 0;
 264 
 265             sp += sll;
 266             dp += dll;
 267           }
 268         }
 269 
 270         sl += chan1;
 271         dl += chan1;
 272       }
 273     }
 274 
 275     sl_c += max_hsize*sll;
 276     dl_c += max_hsize*dll;
 277   }
 278 
 279   if (pbuff != buff) mlib_free(pbuff);
 280 
 281   return MLIB_SUCCESS;
 282 }
 283 
 284 /***************************************************************/
 285 #define MAX_KER 7
 286 
 287 #define MAX_N     15
 288 
 289 #undef  BUFF_SIZE
 290 #define BUFF_SIZE 1500
 291 
 292 mlib_status CONV_FUNC(MxN)(mlib_image       *dst,
 293                            const mlib_image *src,
 294                            const mlib_s32   *kernel,
 295                            mlib_s32         m,
 296                            mlib_s32         n,
 297                            mlib_s32         dm,
 298                            mlib_s32         dn,
 299                            mlib_s32         scale,
 300                            mlib_s32         cmask)
 301 {
 302   mlib_d64  buff[BUFF_SIZE], *buffs_arr[2*(MAX_N + 1)];
 303   mlib_d64  **buffs = buffs_arr, *buffd;
 304   mlib_d64  akernel[256], *k = akernel, fscale = 1.0;
 305   mlib_s32  l, off, kw, bsize, buff_ind, mn;
 306   mlib_d64  d0, d1;
 307   mlib_d64  k0, k1, k2, k3, k4, k5, k6;
 308   mlib_d64  p0, p1, p2, p3, p4, p5, p6, p7;
 309   DEF_VARS_MxN(mlib_s32);
 310   mlib_s32 chan2 = chan1 + chan1;
 311 
 312   mlib_status status = MLIB_SUCCESS;
 313 
 314   if (scale > 30) {
 315     fscale *= 1.0/(1 << 30);
 316     scale -= 30;
 317   }
 318 
 319   fscale /= (1 << scale);
 320 
 321   mn = m*n;
 322 
 323   if (mn > 256) {
 324     k = mlib_malloc(mn*sizeof(mlib_d64));
 325 
 326     if (k == NULL) return MLIB_FAILURE;
 327   }
 328 
 329   for (i = 0; i < mn; i++) {
 330     k[i] = kernel[i]*fscale;
 331   }
 332 
 333   if (m == 1) {
 334     status = mlib_ImageConv1xN(dst, src, k, n, dn, cmask);
 335     FREE_AND_RETURN_STATUS;
 336   }
 337 
 338   bsize = (n + 2)*wid;
 339 
 340   if ((bsize > BUFF_SIZE) || (n > MAX_N)) {
 341     pbuff = mlib_malloc(sizeof(mlib_d64)*bsize + sizeof(mlib_d64*)*2*(n + 1));
 342 
 343     if (pbuff == NULL) {
 344       status = MLIB_FAILURE;
 345       FREE_AND_RETURN_STATUS;
 346     }
 347     buffs = (mlib_d64**)(pbuff + bsize);
 348   }
 349 
 350   for (l = 0; l < (n + 1); l++) buffs[l] = pbuff + l*wid;
 351   for (l = 0; l < (n + 1); l++) buffs[l + (n + 1)] = buffs[l];
 352   buffd = buffs[n] + wid;
 353 
 354   wid -= (m - 1);
 355   hgt -= (n - 1);
 356   adr_dst += dn*dll + dm*chan1;
 357 
 358   for (c = 0; c < chan1; c++) {
 359     if (!(cmask & (1 << (chan1 - 1 - c)))) continue;
 360 
 361     sl = adr_src + c;
 362     dl = adr_dst + c;
 363 
 364     for (l = 0; l < n; l++) {
 365       mlib_d64 *buff = buffs[l];
 366 
 367       for (i = 0; i < wid + (m - 1); i++) {
 368         buff[i] = (mlib_d64)sl[i*chan1];
 369       }
 370 
 371       sl += sll;
 372     }
 373 
 374     buff_ind = 0;
 375 
 376     for (i = 0; i < wid; i++) buffd[i] = 0.0;
 377 
 378     for (j = 0; j < hgt; j++) {
 379       mlib_d64 **buffc = buffs + buff_ind;
 380       mlib_d64 *buffn = buffc[n];
 381       mlib_d64 *pk = k;
 382 
 383       for (l = 0; l < n; l++) {
 384         mlib_d64 *buff_l = buffc[l];
 385 
 386         for (off = 0; off < m;) {
 387           mlib_d64 *buff = buff_l + off;
 388 
 389           kw = m - off;
 390 
 391           if (kw > 2*MAX_KER) kw = MAX_KER; else
 392             if (kw > MAX_KER) kw = kw/2;
 393           off += kw;
 394 
 395           sp = sl;
 396           dp = dl;
 397 
 398           p2 = buff[0]; p3 = buff[1]; p4 = buff[2];
 399           p5 = buff[3]; p6 = buff[4]; p7 = buff[5];
 400 
 401           k0 = pk[0]; k1 = pk[1]; k2 = pk[2]; k3 = pk[3];
 402           k4 = pk[4]; k5 = pk[5]; k6 = pk[6];
 403           pk += kw;
 404 
 405           if (kw == 7) {
 406 
 407             if (l < (n - 1) || off < m) {
 408               for (i = 0; i <= (wid - 2); i += 2) {
 409                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6; p5 = p7;
 410 
 411                 p6 = buff[i + 6]; p7 = buff[i + 7];
 412 
 413                 buffd[i    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6;
 414                 buffd[i + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6;
 415               }
 416 
 417             } else {
 418               for (i = 0; i <= (wid - 2); i += 2) {
 419                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6; p5 = p7;
 420 
 421                 p6 = buff[i + 6]; p7 = buff[i + 7];
 422 
 423                 buffn[i    ] = (mlib_d64)sp[0];
 424                 buffn[i + 1] = (mlib_d64)sp[chan1];
 425 
 426                 d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + p6*k6 + buffd[i    ];
 427                 d1 = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + p7*k6 + buffd[i + 1];
 428 
 429                 CLAMP_S32(dp[0],     d0);
 430                 CLAMP_S32(dp[chan1], d1);
 431 
 432                 buffd[i    ] = 0.0;
 433                 buffd[i + 1] = 0.0;
 434 
 435                 sp += chan2;
 436                 dp += chan2;
 437               }
 438             }
 439 
 440           } else if (kw == 6) {
 441 
 442             if (l < (n - 1) || off < m) {
 443               for (i = 0; i <= (wid - 2); i += 2) {
 444                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 445 
 446                 p5 = buff[i + 5]; p6 = buff[i + 6];
 447 
 448                 buffd[i    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5;
 449                 buffd[i + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5;
 450               }
 451 
 452             } else {
 453               for (i = 0; i <= (wid - 2); i += 2) {
 454                 p0 = p2; p1 = p3; p2 = p4; p3 = p5; p4 = p6;
 455 
 456                 p5 = buff[i + 5]; p6 = buff[i + 6];
 457 
 458                 buffn[i    ] = (mlib_d64)sp[0];
 459                 buffn[i + 1] = (mlib_d64)sp[chan1];
 460 
 461                 d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + p5*k5 + buffd[i    ];
 462                 d1 = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + p6*k5 + buffd[i + 1];
 463 
 464                 CLAMP_S32(dp[0],     d0);
 465                 CLAMP_S32(dp[chan1], d1);
 466 
 467                 buffd[i    ] = 0.0;
 468                 buffd[i + 1] = 0.0;
 469 
 470                 sp += chan2;
 471                 dp += chan2;
 472               }
 473             }
 474 
 475           } else if (kw == 5) {
 476 
 477             if (l < (n - 1) || off < m) {
 478               for (i = 0; i <= (wid - 2); i += 2) {
 479                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 480 
 481                 p4 = buff[i + 4]; p5 = buff[i + 5];
 482 
 483                 buffd[i    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4;
 484                 buffd[i + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4;
 485               }
 486 
 487             } else {
 488               for (i = 0; i <= (wid - 2); i += 2) {
 489                 p0 = p2; p1 = p3; p2 = p4; p3 = p5;
 490 
 491                 p4 = buff[i + 4]; p5 = buff[i + 5];
 492 
 493                 buffn[i    ] = (mlib_d64)sp[0];
 494                 buffn[i + 1] = (mlib_d64)sp[chan1];
 495 
 496                 d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + p4*k4 + buffd[i    ];
 497                 d1 = p1*k0 + p2*k1 + p3*k2 + p4*k3 + p5*k4 + buffd[i + 1];
 498 
 499                 CLAMP_S32(dp[0],     d0);
 500                 CLAMP_S32(dp[chan1], d1);
 501 
 502                 buffd[i    ] = 0.0;
 503                 buffd[i + 1] = 0.0;
 504 
 505                 sp += chan2;
 506                 dp += chan2;
 507               }
 508             }
 509 
 510           } else if (kw == 4) {
 511 
 512             if (l < (n - 1) || off < m) {
 513               for (i = 0; i <= (wid - 2); i += 2) {
 514                 p0 = p2; p1 = p3; p2 = p4;
 515 
 516                 p3 = buff[i + 3]; p4 = buff[i + 4];
 517 
 518                 buffd[i    ] += p0*k0 + p1*k1 + p2*k2 + p3*k3;
 519                 buffd[i + 1] += p1*k0 + p2*k1 + p3*k2 + p4*k3;
 520               }
 521 
 522             } else {
 523               for (i = 0; i <= (wid - 2); i += 2) {
 524                 p0 = p2; p1 = p3; p2 = p4;
 525 
 526                 p3 = buff[i + 3]; p4 = buff[i + 4];
 527 
 528                 buffn[i    ] = (mlib_d64)sp[0];
 529                 buffn[i + 1] = (mlib_d64)sp[chan1];
 530 
 531                 d0 = p0*k0 + p1*k1 + p2*k2 + p3*k3 + buffd[i    ];
 532                 d1 = p1*k0 + p2*k1 + p3*k2 + p4*k3 + buffd[i + 1];
 533 
 534                 CLAMP_S32(dp[0],     d0);
 535                 CLAMP_S32(dp[chan1], d1);
 536 
 537                 buffd[i    ] = 0.0;
 538                 buffd[i + 1] = 0.0;
 539 
 540                 sp += chan2;
 541                 dp += chan2;
 542               }
 543             }
 544 
 545           } else if (kw == 3) {
 546 
 547             if (l < (n - 1) || off < m) {
 548               for (i = 0; i <= (wid - 2); i += 2) {
 549                 p0 = p2; p1 = p3;
 550 
 551                 p2 = buff[i + 2]; p3 = buff[i + 3];
 552 
 553                 buffd[i    ] += p0*k0 + p1*k1 + p2*k2;
 554                 buffd[i + 1] += p1*k0 + p2*k1 + p3*k2;
 555               }
 556 
 557             } else {
 558               for (i = 0; i <= (wid - 2); i += 2) {
 559                 p0 = p2; p1 = p3;
 560 
 561                 p2 = buff[i + 2]; p3 = buff[i + 3];
 562 
 563                 buffn[i    ] = (mlib_d64)sp[0];
 564                 buffn[i + 1] = (mlib_d64)sp[chan1];
 565 
 566                 d0 = p0*k0 + p1*k1 + p2*k2 + buffd[i    ];
 567                 d1 = p1*k0 + p2*k1 + p3*k2 + buffd[i + 1];
 568 
 569                 CLAMP_S32(dp[0],     d0);
 570                 CLAMP_S32(dp[chan1], d1);
 571 
 572                 buffd[i    ] = 0.0;
 573                 buffd[i + 1] = 0.0;
 574 
 575                 sp += chan2;
 576                 dp += chan2;
 577               }
 578             }
 579 
 580           } else { /* kw == 2 */
 581 
 582             if (l < (n - 1) || off < m) {
 583               for (i = 0; i <= (wid - 2); i += 2) {
 584                 p0 = p2;
 585 
 586                 p1 = buff[i + 1]; p2 = buff[i + 2];
 587 
 588                 buffd[i    ] += p0*k0 + p1*k1;
 589                 buffd[i + 1] += p1*k0 + p2*k1;
 590               }
 591 
 592             } else {
 593               for (i = 0; i <= (wid - 2); i += 2) {
 594                 p0 = p2;
 595 
 596                 p1 = buff[i + 1]; p2 = buff[i + 2];
 597 
 598                 buffn[i    ] = (mlib_d64)sp[0];
 599                 buffn[i + 1] = (mlib_d64)sp[chan1];
 600 
 601                 d0 = p0*k0 + p1*k1 + buffd[i    ];
 602                 d1 = p1*k0 + p2*k1 + buffd[i + 1];
 603 
 604                 CLAMP_S32(dp[0],     d0);
 605                 CLAMP_S32(dp[chan1], d1);
 606 
 607                 buffd[i    ] = 0.0;
 608                 buffd[i + 1] = 0.0;
 609 
 610                 sp += chan2;
 611                 dp += chan2;
 612               }
 613             }
 614           }
 615         }
 616       }
 617 
 618       /* last pixels */
 619       for (; i < wid; i++) {
 620         mlib_d64 *pk = k, s = 0;
 621         mlib_s32 x;
 622 
 623         for (l = 0; l < n; l++) {
 624           mlib_d64 *buff = buffc[l] + i;
 625 
 626           for (x = 0; x < m; x++) s += buff[x] * (*pk++);
 627         }
 628 
 629         CLAMP_S32(dp[0], s);
 630 
 631         buffn[i] = (mlib_d64)sp[0];
 632 
 633         sp += chan1;
 634         dp += chan1;
 635       }
 636 
 637       for (l = 0; l < (m - 1); l++) buffn[wid + l] = sp[l*chan1];
 638 
 639       /* next line */
 640       sl += sll;
 641       dl += dll;
 642 
 643       buff_ind++;
 644 
 645       if (buff_ind >= n + 1) buff_ind = 0;
 646     }
 647   }
 648 
 649   FREE_AND_RETURN_STATUS;
 650 }
 651 
 652 /***************************************************************/