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cxcore.h
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41 
42 
43 #ifndef _CXCORE_H_
44 #define _CXCORE_H_
45 
46 #ifdef __IPL_H__
47 #define HAVE_IPL
48 #endif
49 
50 #ifndef SKIP_INCLUDES
51  #if defined HAVE_IPL && !defined __IPL_H__
52  #ifndef _INC_WINDOWS
53  #define CV_PRETEND_WINDOWS
54  #define _INC_WINDOWS
55  typedef struct tagBITMAPINFOHEADER BITMAPINFOHEADER;
56  typedef int BOOL;
57  #endif
58  #if defined WIN32 || defined WIN64
59  #include "ipl.h"
60  #else
61  #include "ipl/ipl.h"
62  #endif
63  #ifdef CV_PRETEND_WINDOWS
64  #undef _INC_WINDOWS
65  #endif
66  #endif
67 #endif // SKIP_INCLUDES
68 
69 #include "cxtypes.h"
70 #include "cxerror.h"
71 #include "cvver.h"
72 
73 #ifdef __cplusplus
74 extern "C" {
75 #endif
76 
77 /****************************************************************************************\
78 * Array allocation, deallocation, initialization and access to elements *
79 \****************************************************************************************/
80 
81 /* <malloc> wrapper.
82  If there is no enough memory, the function
83  (as well as other OpenCV functions that call cvAlloc)
84  raises an error. */
85 CVAPI(void*) cvAlloc( size_t size );
86 
87 /* <free> wrapper.
88  Here and further all the memory releasing functions
89  (that all call cvFree) take double pointer in order to
90  to clear pointer to the data after releasing it.
91  Passing pointer to NULL pointer is Ok: nothing happens in this case
92 */
93 CVAPI(void) cvFree_( void* ptr );
94 #define cvFree(ptr) (cvFree_(*(ptr)), *(ptr)=0)
95 
96 /* Allocates and initializes IplImage header */
98 
99 /* Inializes IplImage header */
101  int channels, int origin CV_DEFAULT(0),
102  int align CV_DEFAULT(4));
103 
104 /* Creates IPL image (header and data) */
105 CVAPI(IplImage*) cvCreateImage( CvSize size, int depth, int channels );
106 
107 /* Releases (i.e. deallocates) IPL image header */
108 CVAPI(void) cvReleaseImageHeader( IplImage** image );
109 
110 /* Releases IPL image header and data */
111 CVAPI(void) cvReleaseImage( IplImage** image );
112 
113 /* Creates a copy of IPL image (widthStep may differ) */
114 CVAPI(IplImage*) cvCloneImage( const IplImage* image );
115 
116 /* Sets a Channel Of Interest (only a few functions support COI) -
117  use cvCopy to extract the selected channel and/or put it back */
118 CVAPI(void) cvSetImageCOI( IplImage* image, int coi );
119 
120 /* Retrieves image Channel Of Interest */
121 CVAPI(int) cvGetImageCOI( const IplImage* image );
122 
123 /* Sets image ROI (region of interest) (COI is not changed) */
125 
126 /* Resets image ROI and COI */
127 CVAPI(void) cvResetImageROI( IplImage* image );
128 
129 /* Retrieves image ROI */
130 CVAPI(CvRect) cvGetImageROI( const IplImage* image );
131 
132 /* Allocates and initalizes CvMat header */
134 
135 #define CV_AUTOSTEP 0x7fffffff
136 
137 /* Initializes CvMat header */
138 CVAPI(CvMat*) cvInitMatHeader( CvMat* mat, int rows, int cols,
139  int type, void* data CV_DEFAULT(NULL),
140  int step CV_DEFAULT(CV_AUTOSTEP) );
141 
142 /* Allocates and initializes CvMat header and allocates data */
143 CVAPI(CvMat*) cvCreateMat( int rows, int cols, int type );
144 
145 /* Releases CvMat header and deallocates matrix data
146  (reference counting is used for data) */
147 CVAPI(void) cvReleaseMat( CvMat** mat );
148 
149 /* Decrements CvMat data reference counter and deallocates the data if
150  it reaches 0 */
152 {
153  if( CV_IS_MAT( arr ))
154  {
155  CvMat* mat = (CvMat*)arr;
156  mat->data.ptr = NULL;
157  if( mat->refcount != NULL && --*mat->refcount == 0 )
158  cvFree( &mat->refcount );
159  mat->refcount = NULL;
160  }
161  else if( CV_IS_MATND( arr ))
162  {
163  CvMatND* mat = (CvMatND*)arr;
164  mat->data.ptr = NULL;
165  if( mat->refcount != NULL && --*mat->refcount == 0 )
166  cvFree( &mat->refcount );
167  mat->refcount = NULL;
168  }
169 }
170 
171 /* Increments CvMat data reference counter */
173 {
174  int refcount = 0;
175  if( CV_IS_MAT( arr ))
176  {
177  CvMat* mat = (CvMat*)arr;
178  if( mat->refcount != NULL )
179  refcount = ++*mat->refcount;
180  }
181  else if( CV_IS_MATND( arr ))
182  {
183  CvMatND* mat = (CvMatND*)arr;
184  if( mat->refcount != NULL )
185  refcount = ++*mat->refcount;
186  }
187  return refcount;
188 }
189 
190 
191 /* Creates an exact copy of the input matrix (except, may be, step value) */
192 CVAPI(CvMat*) cvCloneMat( const CvMat* mat );
193 
194 
195 /* Makes a new matrix from <rect> subrectangle of input array.
196  No data is copied */
198 #define cvGetSubArr cvGetSubRect
199 
200 /* Selects row span of the input array: arr(start_row:delta_row:end_row,:)
201  (end_row is not included into the span). */
202 CVAPI(CvMat*) cvGetRows( const CvArr* arr, CvMat* submat,
203  int start_row, int end_row,
204  int delta_row CV_DEFAULT(1));
205 
206 CV_INLINE CvMat* cvGetRow( const CvArr* arr, CvMat* submat, int row )
207 {
208  return cvGetRows( arr, submat, row, row + 1, 1 );
209 }
210 
211 
212 /* Selects column span of the input array: arr(:,start_col:end_col)
213  (end_col is not included into the span) */
214 CVAPI(CvMat*) cvGetCols( const CvArr* arr, CvMat* submat,
215  int start_col, int end_col );
216 
217 CV_INLINE CvMat* cvGetCol( const CvArr* arr, CvMat* submat, int col )
218 {
219  return cvGetCols( arr, submat, col, col + 1 );
220 }
221 
222 /* Select a diagonal of the input array.
223  (diag = 0 means the main diagonal, >0 means a diagonal above the main one,
224  <0 - below the main one).
225  The diagonal will be represented as a column (nx1 matrix). */
226 CVAPI(CvMat*) cvGetDiag( const CvArr* arr, CvMat* submat,
227  int diag CV_DEFAULT(0));
228 
229 /* low-level scalar <-> raw data conversion functions */
230 CVAPI(void) cvScalarToRawData( const CvScalar* scalar, void* data, int type,
231  int extend_to_12 CV_DEFAULT(0) );
232 
233 CVAPI(void) cvRawDataToScalar( const void* data, int type, CvScalar* scalar );
234 
235 /* Allocates and initializes CvMatND header */
236 CVAPI(CvMatND*) cvCreateMatNDHeader( int dims, const int* sizes, int type );
237 
238 /* Allocates and initializes CvMatND header and allocates data */
239 CVAPI(CvMatND*) cvCreateMatND( int dims, const int* sizes, int type );
240 
241 /* Initializes preallocated CvMatND header */
242 CVAPI(CvMatND*) cvInitMatNDHeader( CvMatND* mat, int dims, const int* sizes,
243  int type, void* data CV_DEFAULT(NULL) );
244 
245 /* Releases CvMatND */
247 {
248  cvReleaseMat( (CvMat**)mat );
249 }
250 
251 /* Creates a copy of CvMatND (except, may be, steps) */
252 CVAPI(CvMatND*) cvCloneMatND( const CvMatND* mat );
253 
254 /* Allocates and initializes CvSparseMat header and allocates data */
255 CVAPI(CvSparseMat*) cvCreateSparseMat( int dims, const int* sizes, int type );
256 
257 /* Releases CvSparseMat */
258 CVAPI(void) cvReleaseSparseMat( CvSparseMat** mat );
259 
260 /* Creates a copy of CvSparseMat (except, may be, zero items) */
262 
263 /* Initializes sparse array iterator
264  (returns the first node or NULL if the array is empty) */
267 
268 // returns next sparse array node (or NULL if there is no more nodes)
270 {
271  if( mat_iterator->node->next )
272  return mat_iterator->node = mat_iterator->node->next;
273  else
274  {
275  int idx;
276  for( idx = ++mat_iterator->curidx; idx < mat_iterator->mat->hashsize; idx++ )
277  {
278  CvSparseNode* node = (CvSparseNode*)mat_iterator->mat->hashtable[idx];
279  if( node )
280  {
281  mat_iterator->curidx = idx;
282  return mat_iterator->node = node;
283  }
284  }
285  return NULL;
286  }
287 }
288 
289 /**************** matrix iterator: used for n-ary operations on dense arrays *********/
290 
291 #define CV_MAX_ARR 10
292 
293 typedef struct CvNArrayIterator
294 {
295  int count; /* number of arrays */
296  int dims; /* number of dimensions to iterate */
297  CvSize size; /* maximal common linear size: { width = size, height = 1 } */
298  uchar* ptr[CV_MAX_ARR]; /* pointers to the array slices */
299  int stack[CV_MAX_DIM]; /* for internal use */
300  CvMatND* hdr[CV_MAX_ARR]; /* pointers to the headers of the
301  matrices that are processed */
302 }
304 
305 #define CV_NO_DEPTH_CHECK 1
306 #define CV_NO_CN_CHECK 2
307 #define CV_NO_SIZE_CHECK 4
308 
309 /* initializes iterator that traverses through several arrays simulteneously
310  (the function together with cvNextArraySlice is used for
311  N-ari element-wise operations) */
313  const CvArr* mask, CvMatND* stubs,
315  int flags CV_DEFAULT(0) );
316 
317 /* returns zero value if iteration is finished, non-zero (slice length) otherwise */
318 CVAPI(int) cvNextNArraySlice( CvNArrayIterator* array_iterator );
319 
320 
321 /* Returns type of array elements:
322  CV_8UC1 ... CV_64FC4 ... */
323 CVAPI(int) cvGetElemType( const CvArr* arr );
324 
325 /* Retrieves number of an array dimensions and
326  optionally sizes of the dimensions */
327 CVAPI(int) cvGetDims( const CvArr* arr, int* sizes CV_DEFAULT(NULL) );
328 
329 
330 /* Retrieves size of a particular array dimension.
331  For 2d arrays cvGetDimSize(arr,0) returns number of rows (image height)
332  and cvGetDimSize(arr,1) returns number of columns (image width) */
333 CVAPI(int) cvGetDimSize( const CvArr* arr, int index );
334 
335 
336 /* ptr = &arr(idx0,idx1,...). All indexes are zero-based,
337  the major dimensions go first (e.g. (y,x) for 2D, (z,y,x) for 3D */
338 CVAPI(uchar*) cvPtr1D( const CvArr* arr, int idx0, int* type CV_DEFAULT(NULL));
339 CVAPI(uchar*) cvPtr2D( const CvArr* arr, int idx0, int idx1, int* type CV_DEFAULT(NULL) );
340 CVAPI(uchar*) cvPtr3D( const CvArr* arr, int idx0, int idx1, int idx2,
341  int* type CV_DEFAULT(NULL));
342 
343 /* For CvMat or IplImage number of indices should be 2
344  (row index (y) goes first, column index (x) goes next).
345  For CvMatND or CvSparseMat number of infices should match number of <dims> and
346  indices order should match the array dimension order. */
347 CVAPI(uchar*) cvPtrND( const CvArr* arr, const int* idx, int* type CV_DEFAULT(NULL),
348  int create_node CV_DEFAULT(1),
349  unsigned* precalc_hashval CV_DEFAULT(NULL));
350 
351 /* value = arr(idx0,idx1,...) */
352 CVAPI(CvScalar) cvGet1D( const CvArr* arr, int idx0 );
353 CVAPI(CvScalar) cvGet2D( const CvArr* arr, int idx0, int idx1 );
354 CVAPI(CvScalar) cvGet3D( const CvArr* arr, int idx0, int idx1, int idx2 );
355 CVAPI(CvScalar) cvGetND( const CvArr* arr, const int* idx );
356 
357 /* for 1-channel arrays */
358 CVAPI(double) cvGetReal1D( const CvArr* arr, int idx0 );
359 CVAPI(double) cvGetReal2D( const CvArr* arr, int idx0, int idx1 );
360 CVAPI(double) cvGetReal3D( const CvArr* arr, int idx0, int idx1, int idx2 );
361 CVAPI(double) cvGetRealND( const CvArr* arr, const int* idx );
362 
363 /* arr(idx0,idx1,...) = value */
364 CVAPI(void) cvSet1D( CvArr* arr, int idx0, CvScalar value );
365 CVAPI(void) cvSet2D( CvArr* arr, int idx0, int idx1, CvScalar value );
366 CVAPI(void) cvSet3D( CvArr* arr, int idx0, int idx1, int idx2, CvScalar value );
367 CVAPI(void) cvSetND( CvArr* arr, const int* idx, CvScalar value );
368 
369 /* for 1-channel arrays */
370 CVAPI(void) cvSetReal1D( CvArr* arr, int idx0, double value );
371 CVAPI(void) cvSetReal2D( CvArr* arr, int idx0, int idx1, double value );
372 CVAPI(void) cvSetReal3D( CvArr* arr, int idx0,
373  int idx1, int idx2, double value );
374 CVAPI(void) cvSetRealND( CvArr* arr, const int* idx, double value );
375 
376 /* clears element of ND dense array,
377  in case of sparse arrays it deletes the specified node */
378 CVAPI(void) cvClearND( CvArr* arr, const int* idx );
379 
380 /* Converts CvArr (IplImage or CvMat,...) to CvMat.
381  If the last parameter is non-zero, function can
382  convert multi(>2)-dimensional array to CvMat as long as
383  the last array's dimension is continous. The resultant
384  matrix will be have appropriate (a huge) number of rows */
386  int* coi CV_DEFAULT(NULL),
387  int allowND CV_DEFAULT(0));
388 
389 /* Converts CvArr (IplImage or CvMat) to IplImage */
391 
392 
393 /* Changes a shape of multi-dimensional array.
394  new_cn == 0 means that number of channels remains unchanged.
395  new_dims == 0 means that number and sizes of dimensions remain the same
396  (unless they need to be changed to set the new number of channels)
397  if new_dims == 1, there is no need to specify new dimension sizes
398  The resultant configuration should be achievable w/o data copying.
399  If the resultant array is sparse, CvSparseMat header should be passed
400  to the function else if the result is 1 or 2 dimensional,
401  CvMat header should be passed to the function
402  else CvMatND header should be passed */
403 CVAPI(CvArr*) cvReshapeMatND( const CvArr* arr,
404  int sizeof_header, CvArr* header,
405  int new_cn, int new_dims, int* new_sizes );
406 
407 #define cvReshapeND( arr, header, new_cn, new_dims, new_sizes ) \
408  cvReshapeMatND( (arr), sizeof(*(header)), (header), \
409  (new_cn), (new_dims), (new_sizes))
410 
411 CVAPI(CvMat*) cvReshape( const CvArr* arr, CvMat* header,
412  int new_cn, int new_rows CV_DEFAULT(0) );
413 
414 /* Repeats source 2d array several times in both horizontal and
415  vertical direction to fill destination array */
416 CVAPI(void) cvRepeat( const CvArr* src, CvArr* dst );
417 
418 /* Allocates array data */
419 CVAPI(void) cvCreateData( CvArr* arr );
420 
421 /* Releases array data */
422 CVAPI(void) cvReleaseData( CvArr* arr );
423 
424 /* Attaches user data to the array header. The step is reffered to
425  the pre-last dimension. That is, all the planes of the array
426  must be joint (w/o gaps) */
427 CVAPI(void) cvSetData( CvArr* arr, void* data, int step );
428 
429 /* Retrieves raw data of CvMat, IplImage or CvMatND.
430  In the latter case the function raises an error if
431  the array can not be represented as a matrix */
432 CVAPI(void) cvGetRawData( const CvArr* arr, uchar** data,
433  int* step CV_DEFAULT(NULL),
434  CvSize* roi_size CV_DEFAULT(NULL));
435 
436 /* Returns width and height of array in elements */
437 CVAPI(CvSize) cvGetSize( const CvArr* arr );
438 
439 /* Copies source array to destination array */
440 CVAPI(void) cvCopy( const CvArr* src, CvArr* dst,
441  const CvArr* mask CV_DEFAULT(NULL) );
442 
443 /* Sets all or "masked" elements of input array
444  to the same value*/
445 CVAPI(void) cvSet( CvArr* arr, CvScalar value,
446  const CvArr* mask CV_DEFAULT(NULL) );
447 
448 /* Clears all the array elements (sets them to 0) */
449 CVAPI(void) cvSetZero( CvArr* arr );
450 #define cvZero cvSetZero
451 
452 
453 /* Splits a multi-channel array into the set of single-channel arrays or
454  extracts particular [color] plane */
455 CVAPI(void) cvSplit( const CvArr* src, CvArr* dst0, CvArr* dst1,
456  CvArr* dst2, CvArr* dst3 );
457 
458 /* Merges a set of single-channel arrays into the single multi-channel array
459  or inserts one particular [color] plane to the array */
460 CVAPI(void) cvMerge( const CvArr* src0, const CvArr* src1,
461  const CvArr* src2, const CvArr* src3,
462  CvArr* dst );
463 
464 /* Copies several channels from input arrays to
465  certain channels of output arrays */
466 CVAPI(void) cvMixChannels( const CvArr** src, int src_count,
467  CvArr** dst, int dst_count,
468  const int* from_to, int pair_count );
469 
470 /* Performs linear transformation on every source array element:
471  dst(x,y,c) = scale*src(x,y,c)+shift.
472  Arbitrary combination of input and output array depths are allowed
473  (number of channels must be the same), thus the function can be used
474  for type conversion */
475 CVAPI(void) cvConvertScale( const CvArr* src, CvArr* dst,
476  double scale CV_DEFAULT(1),
477  double shift CV_DEFAULT(0) );
478 #define cvCvtScale cvConvertScale
479 #define cvScale cvConvertScale
480 #define cvConvert( src, dst ) cvConvertScale( (src), (dst), 1, 0 )
481 
482 
483 /* Performs linear transformation on every source array element,
484  stores absolute value of the result:
485  dst(x,y,c) = abs(scale*src(x,y,c)+shift).
486  destination array must have 8u type.
487  In other cases one may use cvConvertScale + cvAbsDiffS */
488 CVAPI(void) cvConvertScaleAbs( const CvArr* src, CvArr* dst,
489  double scale CV_DEFAULT(1),
490  double shift CV_DEFAULT(0) );
491 #define cvCvtScaleAbs cvConvertScaleAbs
492 
493 
494 /* checks termination criteria validity and
495  sets eps to default_eps (if it is not set),
496  max_iter to default_max_iters (if it is not set)
497 */
499  double default_eps,
500  int default_max_iters );
501 
502 /****************************************************************************************\
503 * Arithmetic, logic and comparison operations *
504 \****************************************************************************************/
505 
506 /* dst(mask) = src1(mask) + src2(mask) */
507 CVAPI(void) cvAdd( const CvArr* src1, const CvArr* src2, CvArr* dst,
508  const CvArr* mask CV_DEFAULT(NULL));
509 
510 /* dst(mask) = src(mask) + value */
511 CVAPI(void) cvAddS( const CvArr* src, CvScalar value, CvArr* dst,
512  const CvArr* mask CV_DEFAULT(NULL));
513 
514 /* dst(mask) = src1(mask) - src2(mask) */
515 CVAPI(void) cvSub( const CvArr* src1, const CvArr* src2, CvArr* dst,
516  const CvArr* mask CV_DEFAULT(NULL));
517 
518 /* dst(mask) = src(mask) - value = src(mask) + (-value) */
519 CV_INLINE void cvSubS( const CvArr* src, CvScalar value, CvArr* dst,
520  const CvArr* mask CV_DEFAULT(NULL))
521 {
522  cvAddS( src, cvScalar( -value.val[0], -value.val[1], -value.val[2], -value.val[3]),
523  dst, mask );
524 }
525 
526 /* dst(mask) = value - src(mask) */
527 CVAPI(void) cvSubRS( const CvArr* src, CvScalar value, CvArr* dst,
528  const CvArr* mask CV_DEFAULT(NULL));
529 
530 /* dst(idx) = src1(idx) * src2(idx) * scale
531  (scaled element-wise multiplication of 2 arrays) */
532 CVAPI(void) cvMul( const CvArr* src1, const CvArr* src2,
533  CvArr* dst, double scale CV_DEFAULT(1) );
534 
535 /* element-wise division/inversion with scaling:
536  dst(idx) = src1(idx) * scale / src2(idx)
537  or dst(idx) = scale / src2(idx) if src1 == 0 */
538 CVAPI(void) cvDiv( const CvArr* src1, const CvArr* src2,
539  CvArr* dst, double scale CV_DEFAULT(1));
540 
541 /* dst = src1 * scale + src2 */
542 CVAPI(void) cvScaleAdd( const CvArr* src1, CvScalar scale,
543  const CvArr* src2, CvArr* dst );
544 #define cvAXPY( A, real_scalar, B, C ) cvScaleAdd(A, cvRealScalar(real_scalar), B, C)
545 
546 /* dst = src1 * alpha + src2 * beta + gamma */
547 CVAPI(void) cvAddWeighted( const CvArr* src1, double alpha,
548  const CvArr* src2, double beta,
549  double gamma, CvArr* dst );
550 
551 /* result = sum_i(src1(i) * src2(i)) (results for all channels are accumulated together) */
552 CVAPI(double) cvDotProduct( const CvArr* src1, const CvArr* src2 );
553 
554 /* dst(idx) = src1(idx) & src2(idx) */
555 CVAPI(void) cvAnd( const CvArr* src1, const CvArr* src2,
556  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
557 
558 /* dst(idx) = src(idx) & value */
559 CVAPI(void) cvAndS( const CvArr* src, CvScalar value,
560  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
561 
562 /* dst(idx) = src1(idx) | src2(idx) */
563 CVAPI(void) cvOr( const CvArr* src1, const CvArr* src2,
564  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
565 
566 /* dst(idx) = src(idx) | value */
567 CVAPI(void) cvOrS( const CvArr* src, CvScalar value,
568  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
569 
570 /* dst(idx) = src1(idx) ^ src2(idx) */
571 CVAPI(void) cvXor( const CvArr* src1, const CvArr* src2,
572  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
573 
574 /* dst(idx) = src(idx) ^ value */
575 CVAPI(void) cvXorS( const CvArr* src, CvScalar value,
576  CvArr* dst, const CvArr* mask CV_DEFAULT(NULL));
577 
578 /* dst(idx) = ~src(idx) */
579 CVAPI(void) cvNot( const CvArr* src, CvArr* dst );
580 
581 /* dst(idx) = lower(idx) <= src(idx) < upper(idx) */
582 CVAPI(void) cvInRange( const CvArr* src, const CvArr* lower,
583  const CvArr* upper, CvArr* dst );
584 
585 /* dst(idx) = lower <= src(idx) < upper */
586 CVAPI(void) cvInRangeS( const CvArr* src, CvScalar lower,
587  CvScalar upper, CvArr* dst );
588 
589 #define CV_CMP_EQ 0
590 #define CV_CMP_GT 1
591 #define CV_CMP_GE 2
592 #define CV_CMP_LT 3
593 #define CV_CMP_LE 4
594 #define CV_CMP_NE 5
595 
596 /* The comparison operation support single-channel arrays only.
597  Destination image should be 8uC1 or 8sC1 */
598 
599 /* dst(idx) = src1(idx) _cmp_op_ src2(idx) */
600 CVAPI(void) cvCmp( const CvArr* src1, const CvArr* src2, CvArr* dst, int cmp_op );
601 
602 /* dst(idx) = src1(idx) _cmp_op_ value */
603 CVAPI(void) cvCmpS( const CvArr* src, double value, CvArr* dst, int cmp_op );
604 
605 /* dst(idx) = min(src1(idx),src2(idx)) */
606 CVAPI(void) cvMin( const CvArr* src1, const CvArr* src2, CvArr* dst );
607 
608 /* dst(idx) = max(src1(idx),src2(idx)) */
609 CVAPI(void) cvMax( const CvArr* src1, const CvArr* src2, CvArr* dst );
610 
611 /* dst(idx) = min(src(idx),value) */
612 CVAPI(void) cvMinS( const CvArr* src, double value, CvArr* dst );
613 
614 /* dst(idx) = max(src(idx),value) */
615 CVAPI(void) cvMaxS( const CvArr* src, double value, CvArr* dst );
616 
617 /* dst(x,y,c) = abs(src1(x,y,c) - src2(x,y,c)) */
618 CVAPI(void) cvAbsDiff( const CvArr* src1, const CvArr* src2, CvArr* dst );
619 
620 /* dst(x,y,c) = abs(src(x,y,c) - value(c)) */
621 CVAPI(void) cvAbsDiffS( const CvArr* src, CvArr* dst, CvScalar value );
622 #define cvAbs( src, dst ) cvAbsDiffS( (src), (dst), cvScalarAll(0))
623 
624 /****************************************************************************************\
625 * Math operations *
626 \****************************************************************************************/
627 
628 /* Does cartesian->polar coordinates conversion.
629  Either of output components (magnitude or angle) is optional */
630 CVAPI(void) cvCartToPolar( const CvArr* x, const CvArr* y,
631  CvArr* magnitude, CvArr* angle CV_DEFAULT(NULL),
632  int angle_in_degrees CV_DEFAULT(0));
633 
634 /* Does polar->cartesian coordinates conversion.
635  Either of output components (magnitude or angle) is optional.
636  If magnitude is missing it is assumed to be all 1's */
637 CVAPI(void) cvPolarToCart( const CvArr* magnitude, const CvArr* angle,
638  CvArr* x, CvArr* y,
639  int angle_in_degrees CV_DEFAULT(0));
640 
641 /* Does powering: dst(idx) = src(idx)^power */
642 CVAPI(void) cvPow( const CvArr* src, CvArr* dst, double power );
643 
644 /* Does exponention: dst(idx) = exp(src(idx)).
645  Overflow is not handled yet. Underflow is handled.
646  Maximal relative error is ~7e-6 for single-precision input */
647 CVAPI(void) cvExp( const CvArr* src, CvArr* dst );
648 
649 /* Calculates natural logarithms: dst(idx) = log(abs(src(idx))).
650  Logarithm of 0 gives large negative number(~-700)
651  Maximal relative error is ~3e-7 for single-precision output
652 */
653 CVAPI(void) cvLog( const CvArr* src, CvArr* dst );
654 
655 /* Fast arctangent calculation */
656 CVAPI(float) cvFastArctan( float y, float x );
657 
658 /* Fast cubic root calculation */
659 CVAPI(float) cvCbrt( float value );
660 
661 /* Checks array values for NaNs, Infs or simply for too large numbers
662  (if CV_CHECK_RANGE is set). If CV_CHECK_QUIET is set,
663  no runtime errors is raised (function returns zero value in case of "bad" values).
664  Otherwise cvError is called */
665 #define CV_CHECK_RANGE 1
666 #define CV_CHECK_QUIET 2
667 CVAPI(int) cvCheckArr( const CvArr* arr, int flags CV_DEFAULT(0),
668  double min_val CV_DEFAULT(0), double max_val CV_DEFAULT(0));
669 #define cvCheckArray cvCheckArr
670 
671 #define CV_RAND_UNI 0
672 #define CV_RAND_NORMAL 1
673 CVAPI(void) cvRandArr( CvRNG* rng, CvArr* arr, int dist_type,
675 
676 CVAPI(void) cvRandShuffle( CvArr* mat, CvRNG* rng,
677  double iter_factor CV_DEFAULT(1.));
678 
679 #define CV_SORT_EVERY_ROW 0
680 #define CV_SORT_EVERY_COLUMN 1
681 #define CV_SORT_ASCENDING 0
682 #define CV_SORT_DESCENDING 16
683 
684 CVAPI(void) cvSort( const CvArr* src, CvArr* dst CV_DEFAULT(NULL),
685  CvArr* idxmat CV_DEFAULT(NULL),
686  int flags CV_DEFAULT(0));
687 
688 /* Finds real roots of a cubic equation */
690 
691 /* Finds all real and complex roots of a polynomial equation */
692 CVAPI(void) cvSolvePoly(const CvMat* coeffs, CvMat *roots,
693  int maxiter CV_DEFAULT(0), int fig CV_DEFAULT(0));
694 
695 /****************************************************************************************\
696 * Matrix operations *
697 \****************************************************************************************/
698 
699 /* Calculates cross product of two 3d vectors */
700 CVAPI(void) cvCrossProduct( const CvArr* src1, const CvArr* src2, CvArr* dst );
701 
702 /* Matrix transform: dst = A*B + C, C is optional */
703 #define cvMatMulAdd( src1, src2, src3, dst ) cvGEMM( (src1), (src2), 1., (src3), 1., (dst), 0 )
704 #define cvMatMul( src1, src2, dst ) cvMatMulAdd( (src1), (src2), NULL, (dst))
705 
706 #define CV_GEMM_A_T 1
707 #define CV_GEMM_B_T 2
708 #define CV_GEMM_C_T 4
709 /* Extended matrix transform:
710  dst = alpha*op(A)*op(B) + beta*op(C), where op(X) is X or X^T */
711 CVAPI(void) cvGEMM( const CvArr* src1, const CvArr* src2, double alpha,
712  const CvArr* src3, double beta, CvArr* dst,
713  int tABC CV_DEFAULT(0));
714 #define cvMatMulAddEx cvGEMM
715 
716 /* Transforms each element of source array and stores
717  resultant vectors in destination array */
718 CVAPI(void) cvTransform( const CvArr* src, CvArr* dst,
719  const CvMat* transmat,
720  const CvMat* shiftvec CV_DEFAULT(NULL));
721 #define cvMatMulAddS cvTransform
722 
723 /* Does perspective transform on every element of input array */
724 CVAPI(void) cvPerspectiveTransform( const CvArr* src, CvArr* dst,
725  const CvMat* mat );
726 
727 /* Calculates (A-delta)*(A-delta)^T (order=0) or (A-delta)^T*(A-delta) (order=1) */
728 CVAPI(void) cvMulTransposed( const CvArr* src, CvArr* dst, int order,
729  const CvArr* delta CV_DEFAULT(NULL),
730  double scale CV_DEFAULT(1.) );
731 
732 /* Tranposes matrix. Square matrices can be transposed in-place */
733 CVAPI(void) cvTranspose( const CvArr* src, CvArr* dst );
734 #define cvT cvTranspose
735 
736 /* Completes the symmetric matrix from the lower (LtoR=0) or from the upper (LtoR!=0) part */
737 CVAPI(void) cvCompleteSymm( CvMat* matrix, int LtoR CV_DEFAULT(0) );
738 
739 /* Mirror array data around horizontal (flip=0),
740  vertical (flip=1) or both(flip=-1) axises:
741  cvFlip(src) flips images vertically and sequences horizontally (inplace) */
742 CVAPI(void) cvFlip( const CvArr* src, CvArr* dst CV_DEFAULT(NULL),
743  int flip_mode CV_DEFAULT(0));
744 #define cvMirror cvFlip
745 
746 
747 #define CV_SVD_MODIFY_A 1
748 #define CV_SVD_U_T 2
749 #define CV_SVD_V_T 4
750 
751 /* Performs Singular Value Decomposition of a matrix */
752 CVAPI(void) cvSVD( CvArr* A, CvArr* W, CvArr* U CV_DEFAULT(NULL),
753  CvArr* V CV_DEFAULT(NULL), int flags CV_DEFAULT(0));
754 
755 /* Performs Singular Value Back Substitution (solves A*X = B):
756  flags must be the same as in cvSVD */
757 CVAPI(void) cvSVBkSb( const CvArr* W, const CvArr* U,
758  const CvArr* V, const CvArr* B,
759  CvArr* X, int flags );
760 
761 #define CV_LU 0
762 #define CV_SVD 1
763 #define CV_SVD_SYM 2
764 #define CV_LSQ 8
765 
766 /* Inverts matrix */
767 CVAPI(double) cvInvert( const CvArr* src, CvArr* dst,
768  int method CV_DEFAULT(CV_LU));
769 #define cvInv cvInvert
770 
771 /* Solves linear system (src1)*(dst) = (src2)
772  (returns 0 if src1 is a singular and CV_LU method is used) */
773 CVAPI(int) cvSolve( const CvArr* src1, const CvArr* src2, CvArr* dst,
774  int method CV_DEFAULT(CV_LU));
775 
776 /* Calculates determinant of input matrix */
777 CVAPI(double) cvDet( const CvArr* mat );
778 
779 /* Calculates trace of the matrix (sum of elements on the main diagonal) */
780 CVAPI(CvScalar) cvTrace( const CvArr* mat );
781 
782 /* Finds eigen values and vectors of a symmetric matrix */
784  CvArr* evals, double eps CV_DEFAULT(0));
785 
786 /* Makes an identity matrix (mat_ij = i == j) */
787 CVAPI(void) cvSetIdentity( CvArr* mat, CvScalar value CV_DEFAULT(cvRealScalar(1)) );
788 
789 /* Fills matrix with given range of numbers */
790 CVAPI(CvArr*) cvRange( CvArr* mat, double start, double end );
791 
792 /* Calculates covariation matrix for a set of vectors */
793 /* transpose([v1-avg, v2-avg,...]) * [v1-avg,v2-avg,...] */
794 #define CV_COVAR_SCRAMBLED 0
795 
796 /* [v1-avg, v2-avg,...] * transpose([v1-avg,v2-avg,...]) */
797 #define CV_COVAR_NORMAL 1
798 
799 /* do not calc average (i.e. mean vector) - use the input vector instead
800  (useful for calculating covariance matrix by parts) */
801 #define CV_COVAR_USE_AVG 2
802 
803 /* scale the covariance matrix coefficients by number of the vectors */
804 #define CV_COVAR_SCALE 4
805 
806 /* all the input vectors are stored in a single matrix, as its rows */
807 #define CV_COVAR_ROWS 8
808 
809 /* all the input vectors are stored in a single matrix, as its columns */
810 #define CV_COVAR_COLS 16
811 
812 CVAPI(void) cvCalcCovarMatrix( const CvArr** vects, int count,
813  CvArr* cov_mat, CvArr* avg, int flags );
814 
815 #define CV_PCA_DATA_AS_ROW 0
816 #define CV_PCA_DATA_AS_COL 1
817 #define CV_PCA_USE_AVG 2
818 CVAPI(void) cvCalcPCA( const CvArr* data, CvArr* mean,
819  CvArr* eigenvals, CvArr* eigenvects, int flags );
820 
821 CVAPI(void) cvProjectPCA( const CvArr* data, const CvArr* mean,
822  const CvArr* eigenvects, CvArr* result );
823 
824 CVAPI(void) cvBackProjectPCA( const CvArr* proj, const CvArr* mean,
825  const CvArr* eigenvects, CvArr* result );
826 
827 /* Calculates Mahalanobis(weighted) distance */
828 CVAPI(double) cvMahalanobis( const CvArr* vec1, const CvArr* vec2, CvArr* mat );
829 #define cvMahalonobis cvMahalanobis
830 
831 /****************************************************************************************\
832 * Array Statistics *
833 \****************************************************************************************/
834 
835 /* Finds sum of array elements */
836 CVAPI(CvScalar) cvSum( const CvArr* arr );
837 
838 /* Calculates number of non-zero pixels */
839 CVAPI(int) cvCountNonZero( const CvArr* arr );
840 
841 /* Calculates mean value of array elements */
842 CVAPI(CvScalar) cvAvg( const CvArr* arr, const CvArr* mask CV_DEFAULT(NULL) );
843 
844 /* Calculates mean and standard deviation of pixel values */
845 CVAPI(void) cvAvgSdv( const CvArr* arr, CvScalar* mean, CvScalar* std_dev,
846  const CvArr* mask CV_DEFAULT(NULL) );
847 
848 /* Finds global minimum, maximum and their positions */
849 CVAPI(void) cvMinMaxLoc( const CvArr* arr, double* min_val, double* max_val,
850  CvPoint* min_loc CV_DEFAULT(NULL),
851  CvPoint* max_loc CV_DEFAULT(NULL),
852  const CvArr* mask CV_DEFAULT(NULL) );
853 
854 /* types of array norm */
855 #define CV_C 1
856 #define CV_L1 2
857 #define CV_L2 4
858 #define CV_NORM_MASK 7
859 #define CV_RELATIVE 8
860 #define CV_DIFF 16
861 #define CV_MINMAX 32
862 
863 #define CV_DIFF_C (CV_DIFF | CV_C)
864 #define CV_DIFF_L1 (CV_DIFF | CV_L1)
865 #define CV_DIFF_L2 (CV_DIFF | CV_L2)
866 #define CV_RELATIVE_C (CV_RELATIVE | CV_C)
867 #define CV_RELATIVE_L1 (CV_RELATIVE | CV_L1)
868 #define CV_RELATIVE_L2 (CV_RELATIVE | CV_L2)
869 
870 /* Finds norm, difference norm or relative difference norm for an array (or two arrays) */
871 CVAPI(double) cvNorm( const CvArr* arr1, const CvArr* arr2 CV_DEFAULT(NULL),
872  int norm_type CV_DEFAULT(CV_L2),
873  const CvArr* mask CV_DEFAULT(NULL) );
874 
875 CVAPI(void) cvNormalize( const CvArr* src, CvArr* dst,
876  double a CV_DEFAULT(1.), double b CV_DEFAULT(0.),
877  int norm_type CV_DEFAULT(CV_L2),
878  const CvArr* mask CV_DEFAULT(NULL) );
879 
880 
881 #define CV_REDUCE_SUM 0
882 #define CV_REDUCE_AVG 1
883 #define CV_REDUCE_MAX 2
884 #define CV_REDUCE_MIN 3
885 
886 CVAPI(void) cvReduce( const CvArr* src, CvArr* dst, int dim CV_DEFAULT(-1),
887  int op CV_DEFAULT(CV_REDUCE_SUM) );
888 
889 /****************************************************************************************\
890 * Discrete Linear Transforms and Related Functions *
891 \****************************************************************************************/
892 
893 #define CV_DXT_FORWARD 0
894 #define CV_DXT_INVERSE 1
895 #define CV_DXT_SCALE 2 /* divide result by size of array */
896 #define CV_DXT_INV_SCALE (CV_DXT_INVERSE + CV_DXT_SCALE)
897 #define CV_DXT_INVERSE_SCALE CV_DXT_INV_SCALE
898 #define CV_DXT_ROWS 4 /* transform each row individually */
899 #define CV_DXT_MUL_CONJ 8 /* conjugate the second argument of cvMulSpectrums */
900 
901 /* Discrete Fourier Transform:
902  complex->complex,
903  real->ccs (forward),
904  ccs->real (inverse) */
905 CVAPI(void) cvDFT( const CvArr* src, CvArr* dst, int flags,
906  int nonzero_rows CV_DEFAULT(0) );
907 #define cvFFT cvDFT
908 
909 /* Multiply results of DFTs: DFT(X)*DFT(Y) or DFT(X)*conj(DFT(Y)) */
910 CVAPI(void) cvMulSpectrums( const CvArr* src1, const CvArr* src2,
911  CvArr* dst, int flags );
912 
913 /* Finds optimal DFT vector size >= size0 */
914 CVAPI(int) cvGetOptimalDFTSize( int size0 );
915 
916 /* Discrete Cosine Transform */
917 CVAPI(void) cvDCT( const CvArr* src, CvArr* dst, int flags );
918 
919 /****************************************************************************************\
920 * Dynamic data structures *
921 \****************************************************************************************/
922 
923 /* Calculates length of sequence slice (with support of negative indices). */
925 
926 
927 /* Creates new memory storage.
928  block_size == 0 means that default,
929  somewhat optimal size, is used (currently, it is 64K) */
930 CVAPI(CvMemStorage*) cvCreateMemStorage( int block_size CV_DEFAULT(0));
931 
932 
933 /* Creates a memory storage that will borrow memory blocks from parent storage */
935 
936 
937 /* Releases memory storage. All the children of a parent must be released before
938  the parent. A child storage returns all the blocks to parent when it is released */
940 
941 
942 /* Clears memory storage. This is the only way(!!!) (besides cvRestoreMemStoragePos)
943  to reuse memory allocated for the storage - cvClearSeq,cvClearSet ...
944  do not free any memory.
945  A child storage returns all the blocks to the parent when it is cleared */
946 CVAPI(void) cvClearMemStorage( CvMemStorage* storage );
947 
948 /* Remember a storage "free memory" position */
950 
951 /* Restore a storage "free memory" position */
953 
954 /* Allocates continuous buffer of the specified size in the storage */
955 CVAPI(void*) cvMemStorageAlloc( CvMemStorage* storage, size_t size );
956 
957 /* Allocates string in memory storage */
959  int len CV_DEFAULT(-1) );
960 
961 /* Creates new empty sequence that will reside in the specified storage */
962 CVAPI(CvSeq*) cvCreateSeq( int seq_flags, int header_size,
963  int elem_size, CvMemStorage* storage );
964 
965 /* Changes default size (granularity) of sequence blocks.
966  The default size is ~1Kbyte */
968 
969 
970 /* Adds new element to the end of sequence. Returns pointer to the element */
971 CVAPI(schar*) cvSeqPush( CvSeq* seq, void* element CV_DEFAULT(NULL));
972 
973 
974 /* Adds new element to the beginning of sequence. Returns pointer to it */
975 CVAPI(schar*) cvSeqPushFront( CvSeq* seq, void* element CV_DEFAULT(NULL));
976 
977 
978 /* Removes the last element from sequence and optionally saves it */
979 CVAPI(void) cvSeqPop( CvSeq* seq, void* element CV_DEFAULT(NULL));
980 
981 
982 /* Removes the first element from sequence and optioanally saves it */
983 CVAPI(void) cvSeqPopFront( CvSeq* seq, void* element CV_DEFAULT(NULL));
984 
985 
986 #define CV_FRONT 1
987 #define CV_BACK 0
988 /* Adds several new elements to the end of sequence */
989 CVAPI(void) cvSeqPushMulti( CvSeq* seq, void* elements,
990  int count, int in_front CV_DEFAULT(0) );
991 
992 /* Removes several elements from the end of sequence and optionally saves them */
993 CVAPI(void) cvSeqPopMulti( CvSeq* seq, void* elements,
994  int count, int in_front CV_DEFAULT(0) );
995 
996 /* Inserts a new element in the middle of sequence.
997  cvSeqInsert(seq,0,elem) == cvSeqPushFront(seq,elem) */
999  void* element CV_DEFAULT(NULL));
1000 
1001 /* Removes specified sequence element */
1002 CVAPI(void) cvSeqRemove( CvSeq* seq, int index );
1003 
1004 
1005 /* Removes all the elements from the sequence. The freed memory
1006  can be reused later only by the same sequence unless cvClearMemStorage
1007  or cvRestoreMemStoragePos is called */
1008 CVAPI(void) cvClearSeq( CvSeq* seq );
1009 
1010 
1011 /* Retrieves pointer to specified sequence element.
1012  Negative indices are supported and mean counting from the end
1013  (e.g -1 means the last sequence element) */
1014 CVAPI(schar*) cvGetSeqElem( const CvSeq* seq, int index );
1015 
1016 /* Calculates index of the specified sequence element.
1017  Returns -1 if element does not belong to the sequence */
1018 CVAPI(int) cvSeqElemIdx( const CvSeq* seq, const void* element,
1019  CvSeqBlock** block CV_DEFAULT(NULL) );
1020 
1021 /* Initializes sequence writer. The new elements will be added to the end of sequence */
1023 
1024 
1025 /* Combination of cvCreateSeq and cvStartAppendToSeq */
1026 CVAPI(void) cvStartWriteSeq( int seq_flags, int header_size,
1027  int elem_size, CvMemStorage* storage,
1028  CvSeqWriter* writer );
1029 
1030 /* Closes sequence writer, updates sequence header and returns pointer
1031  to the resultant sequence
1032  (which may be useful if the sequence was created using cvStartWriteSeq))
1033 */
1034 CVAPI(CvSeq*) cvEndWriteSeq( CvSeqWriter* writer );
1035 
1036 
1037 /* Updates sequence header. May be useful to get access to some of previously
1038  written elements via cvGetSeqElem or sequence reader */
1039 CVAPI(void) cvFlushSeqWriter( CvSeqWriter* writer );
1040 
1041 
1042 /* Initializes sequence reader.
1043  The sequence can be read in forward or backward direction */
1045  int reverse CV_DEFAULT(0) );
1046 
1047 
1048 /* Returns current sequence reader position (currently observed sequence element) */
1049 CVAPI(int) cvGetSeqReaderPos( CvSeqReader* reader );
1050 
1051 
1052 /* Changes sequence reader position. It may seek to an absolute or
1053  to relative to the current position */
1054 CVAPI(void) cvSetSeqReaderPos( CvSeqReader* reader, int index,
1055  int is_relative CV_DEFAULT(0));
1056 
1057 /* Copies sequence content to a continuous piece of memory */
1058 CVAPI(void*) cvCvtSeqToArray( const CvSeq* seq, void* elements,
1059  CvSlice slice CV_DEFAULT(CV_WHOLE_SEQ) );
1060 
1061 /* Creates sequence header for array.
1062  After that all the operations on sequences that do not alter the content
1063  can be applied to the resultant sequence */
1065  int elem_size, void* elements, int total,
1066  CvSeq* seq, CvSeqBlock* block );
1067 
1068 /* Extracts sequence slice (with or without copying sequence elements) */
1069 CVAPI(CvSeq*) cvSeqSlice( const CvSeq* seq, CvSlice slice,
1070  CvMemStorage* storage CV_DEFAULT(NULL),
1071  int copy_data CV_DEFAULT(0));
1072 
1073 CV_INLINE CvSeq* cvCloneSeq( const CvSeq* seq, CvMemStorage* storage CV_DEFAULT(NULL))
1074 {
1075  return cvSeqSlice( seq, CV_WHOLE_SEQ, storage, 1 );
1076 }
1077 
1078 /* Removes sequence slice */
1079 CVAPI(void) cvSeqRemoveSlice( CvSeq* seq, CvSlice slice );
1080 
1081 /* Inserts a sequence or array into another sequence */
1083 
1084 /* a < b ? -1 : a > b ? 1 : 0 */
1085 typedef int (CV_CDECL* CvCmpFunc)(const void* a, const void* b, void* userdata );
1086 
1087 /* Sorts sequence in-place given element comparison function */
1088 CVAPI(void) cvSeqSort( CvSeq* seq, CvCmpFunc func, void* userdata CV_DEFAULT(NULL) );
1089 
1090 /* Finds element in a [sorted] sequence */
1091 CVAPI(schar*) cvSeqSearch( CvSeq* seq, const void* elem, CvCmpFunc func,
1092  int is_sorted, int* elem_idx,
1093  void* userdata CV_DEFAULT(NULL) );
1094 
1095 /* Reverses order of sequence elements in-place */
1096 CVAPI(void) cvSeqInvert( CvSeq* seq );
1097 
1098 /* Splits sequence into one or more equivalence classes using the specified criteria */
1099 CVAPI(int) cvSeqPartition( const CvSeq* seq, CvMemStorage* storage,
1100  CvSeq** labels, CvCmpFunc is_equal, void* userdata );
1101 
1102 /************ Internal sequence functions ************/
1105 
1106 
1107 /* Creates a new set */
1108 CVAPI(CvSet*) cvCreateSet( int set_flags, int header_size,
1109  int elem_size, CvMemStorage* storage );
1110 
1111 /* Adds new element to the set and returns pointer to it */
1112 CVAPI(int) cvSetAdd( CvSet* set_header, CvSetElem* elem CV_DEFAULT(NULL),
1113  CvSetElem** inserted_elem CV_DEFAULT(NULL) );
1114 
1115 /* Fast variant of cvSetAdd */
1117 {
1118  CvSetElem* elem = set_header->free_elems;
1119  if( elem )
1120  {
1121  set_header->free_elems = elem->next_free;
1122  elem->flags = elem->flags & CV_SET_ELEM_IDX_MASK;
1123  set_header->active_count++;
1124  }
1125  else
1126  cvSetAdd( set_header, NULL, (CvSetElem**)&elem );
1127  return elem;
1128 }
1129 
1130 /* Removes set element given its pointer */
1131 CV_INLINE void cvSetRemoveByPtr( CvSet* set_header, void* elem )
1132 {
1133  CvSetElem* _elem = (CvSetElem*)elem;
1134  assert( _elem->flags >= 0 /*&& (elem->flags & CV_SET_ELEM_IDX_MASK) < set_header->total*/ );
1135  _elem->next_free = set_header->free_elems;
1136  _elem->flags = (_elem->flags & CV_SET_ELEM_IDX_MASK) | CV_SET_ELEM_FREE_FLAG;
1137  set_header->free_elems = _elem;
1138  set_header->active_count--;
1139 }
1140 
1141 /* Removes element from the set by its index */
1142 CVAPI(void) cvSetRemove( CvSet* set_header, int index );
1143 
1144 /* Returns a set element by index. If the element doesn't belong to the set,
1145  NULL is returned */
1146 CV_INLINE CvSetElem* cvGetSetElem( const CvSet* set_header, int index )
1147 {
1148  CvSetElem* elem = (CvSetElem*)cvGetSeqElem( (CvSeq*)set_header, index );
1149  return elem && CV_IS_SET_ELEM( elem ) ? elem : 0;
1150 }
1151 
1152 /* Removes all the elements from the set */
1153 CVAPI(void) cvClearSet( CvSet* set_header );
1154 
1155 /* Creates new graph */
1156 CVAPI(CvGraph*) cvCreateGraph( int graph_flags, int header_size,
1157  int vtx_size, int edge_size,
1158  CvMemStorage* storage );
1159 
1160 /* Adds new vertex to the graph */
1161 CVAPI(int) cvGraphAddVtx( CvGraph* graph, const CvGraphVtx* vtx CV_DEFAULT(NULL),
1162  CvGraphVtx** inserted_vtx CV_DEFAULT(NULL) );
1163 
1164 
1165 /* Removes vertex from the graph together with all incident edges */
1166 CVAPI(int) cvGraphRemoveVtx( CvGraph* graph, int index );
1168 
1169 
1170 /* Link two vertices specifed by indices or pointers if they
1171  are not connected or return pointer to already existing edge
1172  connecting the vertices.
1173  Functions return 1 if a new edge was created, 0 otherwise */
1174 CVAPI(int) cvGraphAddEdge( CvGraph* graph,
1175  int start_idx, int end_idx,
1176  const CvGraphEdge* edge CV_DEFAULT(NULL),
1177  CvGraphEdge** inserted_edge CV_DEFAULT(NULL) );
1178 
1179 CVAPI(int) cvGraphAddEdgeByPtr( CvGraph* graph,
1181  const CvGraphEdge* edge CV_DEFAULT(NULL),
1182  CvGraphEdge** inserted_edge CV_DEFAULT(NULL) );
1183 
1184 /* Remove edge connecting two vertices */
1185 CVAPI(void) cvGraphRemoveEdge( CvGraph* graph, int start_idx, int end_idx );
1186 CVAPI(void) cvGraphRemoveEdgeByPtr( CvGraph* graph, CvGraphVtx* start_vtx,
1187  CvGraphVtx* end_vtx );
1188 
1189 /* Find edge connecting two vertices */
1190 CVAPI(CvGraphEdge*) cvFindGraphEdge( const CvGraph* graph, int start_idx, int end_idx );
1192  const CvGraphVtx* start_vtx,
1193  const CvGraphVtx* end_vtx );
1194 #define cvGraphFindEdge cvFindGraphEdge
1195 #define cvGraphFindEdgeByPtr cvFindGraphEdgeByPtr
1196 
1197 /* Remove all vertices and edges from the graph */
1198 CVAPI(void) cvClearGraph( CvGraph* graph );
1199 
1200 
1201 /* Count number of edges incident to the vertex */
1202 CVAPI(int) cvGraphVtxDegree( const CvGraph* graph, int vtx_idx );
1203 CVAPI(int) cvGraphVtxDegreeByPtr( const CvGraph* graph, const CvGraphVtx* vtx );
1204 
1205 
1206 /* Retrieves graph vertex by given index */
1207 #define cvGetGraphVtx( graph, idx ) (CvGraphVtx*)cvGetSetElem((CvSet*)(graph), (idx))
1208 
1209 /* Retrieves index of a graph vertex given its pointer */
1210 #define cvGraphVtxIdx( graph, vtx ) ((vtx)->flags & CV_SET_ELEM_IDX_MASK)
1211 
1212 /* Retrieves index of a graph edge given its pointer */
1213 #define cvGraphEdgeIdx( graph, edge ) ((edge)->flags & CV_SET_ELEM_IDX_MASK)
1214 
1215 #define cvGraphGetVtxCount( graph ) ((graph)->active_count)
1216 #define cvGraphGetEdgeCount( graph ) ((graph)->edges->active_count)
1217 
1218 #define CV_GRAPH_VERTEX 1
1219 #define CV_GRAPH_TREE_EDGE 2
1220 #define CV_GRAPH_BACK_EDGE 4
1221 #define CV_GRAPH_FORWARD_EDGE 8
1222 #define CV_GRAPH_CROSS_EDGE 16
1223 #define CV_GRAPH_ANY_EDGE 30
1224 #define CV_GRAPH_NEW_TREE 32
1225 #define CV_GRAPH_BACKTRACKING 64
1226 #define CV_GRAPH_OVER -1
1227 
1228 #define CV_GRAPH_ALL_ITEMS -1
1229 
1230 /* flags for graph vertices and edges */
1231 #define CV_GRAPH_ITEM_VISITED_FLAG (1 << 30)
1232 #define CV_IS_GRAPH_VERTEX_VISITED(vtx) \
1233  (((CvGraphVtx*)(vtx))->flags & CV_GRAPH_ITEM_VISITED_FLAG)
1234 #define CV_IS_GRAPH_EDGE_VISITED(edge) \
1235  (((CvGraphEdge*)(edge))->flags & CV_GRAPH_ITEM_VISITED_FLAG)
1236 #define CV_GRAPH_SEARCH_TREE_NODE_FLAG (1 << 29)
1237 #define CV_GRAPH_FORWARD_EDGE_FLAG (1 << 28)
1238 
1239 typedef struct CvGraphScanner
1240 {
1241  CvGraphVtx* vtx; /* current graph vertex (or current edge origin) */
1242  CvGraphVtx* dst; /* current graph edge destination vertex */
1243  CvGraphEdge* edge; /* current edge */
1244 
1245  CvGraph* graph; /* the graph */
1246  CvSeq* stack; /* the graph vertex stack */
1247  int index; /* the lower bound of certainly visited vertices */
1248  int mask; /* event mask */
1249 }
1251 
1252 /* Creates new graph scanner. */
1254  CvGraphVtx* vtx CV_DEFAULT(NULL),
1255  int mask CV_DEFAULT(CV_GRAPH_ALL_ITEMS));
1256 
1257 /* Releases graph scanner. */
1258 CVAPI(void) cvReleaseGraphScanner( CvGraphScanner** scanner );
1259 
1260 /* Get next graph element */
1261 CVAPI(int) cvNextGraphItem( CvGraphScanner* scanner );
1262 
1263 /* Creates a copy of graph */
1264 CVAPI(CvGraph*) cvCloneGraph( const CvGraph* graph, CvMemStorage* storage );
1265 
1266 /****************************************************************************************\
1267 * Drawing *
1268 \****************************************************************************************/
1269 
1270 /****************************************************************************************\
1271 * Drawing functions work with images/matrices of arbitrary type. *
1272 * For color images the channel order is BGR[A] *
1273 * Antialiasing is supported only for 8-bit image now. *
1274 * All the functions include parameter color that means rgb value (that may be *
1275 * constructed with CV_RGB macro) for color images and brightness *
1276 * for grayscale images. *
1277 * If a drawn figure is partially or completely outside of the image, it is clipped.*
1278 \****************************************************************************************/
1279 
1280 #define CV_RGB( r, g, b ) cvScalar( (b), (g), (r), 0 )
1281 #define CV_FILLED -1
1282 
1283 #define CV_AA 16
1284 
1285 /* Draws 4-connected, 8-connected or antialiased line segment connecting two points */
1287  CvScalar color, int thickness CV_DEFAULT(1),
1288  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0) );
1289 
1290 /* Draws a rectangle given two opposite corners of the rectangle (pt1 & pt2),
1291  if thickness<0 (e.g. thickness == CV_FILLED), the filled box is drawn */
1292 CVAPI(void) cvRectangle( CvArr* img, CvPoint pt1, CvPoint pt2,
1293  CvScalar color, int thickness CV_DEFAULT(1),
1294  int line_type CV_DEFAULT(8),
1295  int shift CV_DEFAULT(0));
1296 
1297 /* Draws a circle with specified center and radius.
1298  Thickness works in the same way as with cvRectangle */
1300  CvScalar color, int thickness CV_DEFAULT(1),
1301  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0));
1302 
1303 /* Draws ellipse outline, filled ellipse, elliptic arc or filled elliptic sector,
1304  depending on <thickness>, <start_angle> and <end_angle> parameters. The resultant figure
1305  is rotated by <angle>. All the angles are in degrees */
1306 CVAPI(void) cvEllipse( CvArr* img, CvPoint center, CvSize axes,
1307  double angle, double start_angle, double end_angle,
1308  CvScalar color, int thickness CV_DEFAULT(1),
1309  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0));
1310 
1312  int thickness CV_DEFAULT(1),
1313  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0) )
1314 {
1315  CvSize axes;
1316  axes.width = cvRound(box.size.height*0.5);
1317  axes.height = cvRound(box.size.width*0.5);
1318 
1319  cvEllipse( img, cvPointFrom32f( box.center ), axes, box.angle,
1320  0, 360, color, thickness, line_type, shift );
1321 }
1322 
1323 /* Fills convex or monotonous polygon. */
1325  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0));
1326 
1327 /* Fills an area bounded by one or more arbitrary polygons */
1328 CVAPI(void) cvFillPoly( CvArr* img, CvPoint** pts, int* npts, int contours, CvScalar color,
1329  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0) );
1330 
1331 /* Draws one or more polygonal curves */
1332 CVAPI(void) cvPolyLine( CvArr* img, CvPoint** pts, int* npts, int contours,
1333  int is_closed, CvScalar color, int thickness CV_DEFAULT(1),
1334  int line_type CV_DEFAULT(8), int shift CV_DEFAULT(0) );
1335 
1336 #define cvDrawRect cvRectangle
1337 #define cvDrawLine cvLine
1338 #define cvDrawCircle cvCircle
1339 #define cvDrawEllipse cvEllipse
1340 #define cvDrawPolyLine cvPolyLine
1341 
1342 /* Clips the line segment connecting *pt1 and *pt2
1343  by the rectangular window
1344  (0<=x<img_size.width, 0<=y<img_size.height). */
1346 
1347 /* Initializes line iterator. Initially, line_iterator->ptr will point
1348  to pt1 (or pt2, see left_to_right description) location in the image.
1349  Returns the number of pixels on the line between the ending points. */
1350 CVAPI(int) cvInitLineIterator( const CvArr* image, CvPoint pt1, CvPoint pt2,
1352  int connectivity CV_DEFAULT(8),
1353  int left_to_right CV_DEFAULT(0));
1354 
1355 /* Moves iterator to the next line point */
1356 #define CV_NEXT_LINE_POINT( line_iterator ) \
1357 { \
1358  int _line_iterator_mask = (line_iterator).err < 0 ? -1 : 0; \
1359  (line_iterator).err += (line_iterator).minus_delta + \
1360  ((line_iterator).plus_delta & _line_iterator_mask); \
1361  (line_iterator).ptr += (line_iterator).minus_step + \
1362  ((line_iterator).plus_step & _line_iterator_mask); \
1363 }
1364 
1365 
1366 /* basic font types */
1367 #define CV_FONT_HERSHEY_SIMPLEX 0
1368 #define CV_FONT_HERSHEY_PLAIN 1
1369 #define CV_FONT_HERSHEY_DUPLEX 2
1370 #define CV_FONT_HERSHEY_COMPLEX 3
1371 #define CV_FONT_HERSHEY_TRIPLEX 4
1372 #define CV_FONT_HERSHEY_COMPLEX_SMALL 5
1373 #define CV_FONT_HERSHEY_SCRIPT_SIMPLEX 6
1374 #define CV_FONT_HERSHEY_SCRIPT_COMPLEX 7
1375 
1376 /* font flags */
1377 #define CV_FONT_ITALIC 16
1378 
1379 #define CV_FONT_VECTOR0 CV_FONT_HERSHEY_SIMPLEX
1380 
1381 /* Font structure */
1382 typedef struct CvFont
1383 {
1384  int font_face; /* =CV_FONT_* */
1385  const int* ascii; /* font data and metrics */
1386  const int* greek;
1387  const int* cyrillic;
1388  float hscale, vscale;
1389  float shear; /* slope coefficient: 0 - normal, >0 - italic */
1390  int thickness; /* letters thickness */
1391  float dx; /* horizontal interval between letters */
1393 }
1394 CvFont;
1395 
1396 /* Initializes font structure used further in cvPutText */
1398  double hscale, double vscale,
1399  double shear CV_DEFAULT(0),
1400  int thickness CV_DEFAULT(1),
1401  int line_type CV_DEFAULT(8));
1402 
1403 CV_INLINE CvFont cvFont( double scale, int thickness CV_DEFAULT(1) )
1404 {
1405  CvFont font;
1406  cvInitFont( &font, CV_FONT_HERSHEY_PLAIN, scale, scale, 0, thickness, CV_AA );
1407  return font;
1408 }
1409 
1410 /* Renders text stroke with specified font and color at specified location.
1411  CvFont should be initialized with cvInitFont */
1412 CVAPI(void) cvPutText( CvArr* img, const char* text, CvPoint org,
1413  const CvFont* font, CvScalar color );
1414 
1415 /* Calculates bounding box of text stroke (useful for alignment) */
1416 CVAPI(void) cvGetTextSize( const char* text_string, const CvFont* font,
1417  CvSize* text_size, int* baseline );
1418 
1419 /* Unpacks color value, if arrtype is CV_8UC?, <color> is treated as
1420  packed color value, otherwise the first channels (depending on arrtype)
1421  of destination scalar are set to the same value = <color> */
1422 CVAPI(CvScalar) cvColorToScalar( double packed_color, int arrtype );
1423 
1424 /* Returns the polygon points which make up the given ellipse. The ellipse is define by
1425  the box of size 'axes' rotated 'angle' around the 'center'. A partial sweep
1426  of the ellipse arc can be done by spcifying arc_start and arc_end to be something
1427  other than 0 and 360, respectively. The input array 'pts' must be large enough to
1428  hold the result. The total number of points stored into 'pts' is returned by this
1429  function. */
1431  int angle, int arc_start, int arc_end, CvPoint * pts, int delta );
1432 
1433 /* Draws contour outlines or filled interiors on the image */
1436  int max_level, int thickness CV_DEFAULT(1),
1437  int line_type CV_DEFAULT(8),
1438  CvPoint offset CV_DEFAULT(cvPoint(0,0)));
1439 
1440 /* Does look-up transformation. Elements of the source array
1441  (that should be 8uC1 or 8sC1) are used as indexes in lutarr 256-element table */
1442 CVAPI(void) cvLUT( const CvArr* src, CvArr* dst, const CvArr* lut );
1443 
1444 
1445 /******************* Iteration through the sequence tree *****************/
1446 typedef struct CvTreeNodeIterator
1447 {
1448  const void* node;
1449  int level;
1451 }
1453 
1454 CVAPI(void) cvInitTreeNodeIterator( CvTreeNodeIterator* tree_iterator,
1455  const void* first, int max_level );
1456 CVAPI(void*) cvNextTreeNode( CvTreeNodeIterator* tree_iterator );
1457 CVAPI(void*) cvPrevTreeNode( CvTreeNodeIterator* tree_iterator );
1458 
1459 /* Inserts sequence into tree with specified "parent" sequence.
1460  If parent is equal to frame (e.g. the most external contour),
1461  then added contour will have null pointer to parent. */
1462 CVAPI(void) cvInsertNodeIntoTree( void* node, void* parent, void* frame );
1463 
1464 /* Removes contour from tree (together with the contour children). */
1465 CVAPI(void) cvRemoveNodeFromTree( void* node, void* frame );
1466 
1467 /* Gathers pointers to all the sequences,
1468  accessible from the <first>, to the single sequence */
1469 CVAPI(CvSeq*) cvTreeToNodeSeq( const void* first, int header_size,
1470  CvMemStorage* storage );
1471 
1472 /* The function implements the K-means algorithm for clustering an array of sample
1473  vectors in a specified number of classes */
1474 CVAPI(void) cvKMeans2( const CvArr* samples, int cluster_count,
1476 
1477 /****************************************************************************************\
1478 * System functions *
1479 \****************************************************************************************/
1480 
1481 /* Add the function pointers table with associated information to the IPP primitives list */
1482 CVAPI(int) cvRegisterModule( const CvModuleInfo* module_info );
1483 
1484 /* Loads optimized functions from IPP, MKL etc. or switches back to pure C code */
1485 CVAPI(int) cvUseOptimized( int on_off );
1486 
1487 /* Retrieves information about the registered modules and loaded optimized plugins */
1488 CVAPI(void) cvGetModuleInfo( const char* module_name,
1489  const char** version,
1490  const char** loaded_addon_plugins );
1491 
1492 /* Get current OpenCV error status */
1493 CVAPI(int) cvGetErrStatus( void );
1494 
1495 /* Sets error status silently */
1496 CVAPI(void) cvSetErrStatus( int status );
1497 
1498 #define CV_ErrModeLeaf 0 /* Print error and exit program */
1499 #define CV_ErrModeParent 1 /* Print error and continue */
1500 #define CV_ErrModeSilent 2 /* Don't print and continue */
1501 
1502 /* Retrives current error processing mode */
1503 CVAPI(int) cvGetErrMode( void );
1504 
1505 /* Sets error processing mode, returns previously used mode */
1506 CVAPI(int) cvSetErrMode( int mode );
1507 
1508 /* Sets error status and performs some additonal actions (displaying message box,
1509  writing message to stderr, terminating application etc.)
1510  depending on the current error mode */
1511 CVAPI(void) cvError( int status, const char* func_name,
1512  const char* err_msg, const char* file_name, int line );
1513 
1514 /* Retrieves textual description of the error given its code */
1515 CVAPI(const char*) cvErrorStr( int status );
1516 
1517 /* Retrieves detailed information about the last error occured */
1518 CVAPI(int) cvGetErrInfo( const char** errcode_desc, const char** description,
1519  const char** filename, int* line );
1520 
1521 /* Maps IPP error codes to the counterparts from OpenCV */
1522 CVAPI(int) cvErrorFromIppStatus( int ipp_status );
1523 
1524 typedef int (CV_CDECL *CvErrorCallback)( int status, const char* func_name,
1525  const char* err_msg, const char* file_name, int line, void* userdata );
1526 
1527 /* Assigns a new error-handling function */
1529  void* userdata CV_DEFAULT(NULL),
1530  void** prev_userdata CV_DEFAULT(NULL) );
1531 
1532 /*
1533  Output to:
1534  cvNulDevReport - nothing
1535  cvStdErrReport - console(fprintf(stderr,...))
1536  cvGuiBoxReport - MessageBox(WIN32)
1537 */
1538 CVAPI(int) cvNulDevReport( int status, const char* func_name, const char* err_msg,
1539  const char* file_name, int line, void* userdata );
1540 
1541 CVAPI(int) cvStdErrReport( int status, const char* func_name, const char* err_msg,
1542  const char* file_name, int line, void* userdata );
1543 
1544 CVAPI(int) cvGuiBoxReport( int status, const char* func_name, const char* err_msg,
1545  const char* file_name, int line, void* userdata );
1546 
1547 typedef void* (CV_CDECL *CvAllocFunc)(size_t size, void* userdata);
1548 typedef int (CV_CDECL *CvFreeFunc)(void* pptr, void* userdata);
1549 
1550 /* Set user-defined memory managment functions (substitutors for malloc and free) that
1551  will be called by cvAlloc, cvFree and higher-level functions (e.g. cvCreateImage) */
1552 CVAPI(void) cvSetMemoryManager( CvAllocFunc alloc_func CV_DEFAULT(NULL),
1553  CvFreeFunc free_func CV_DEFAULT(NULL),
1554  void* userdata CV_DEFAULT(NULL));
1555 
1556 
1558  (int,int,int,char*,char*,int,int,int,int,int,
1559  IplROI*,IplImage*,void*,IplTileInfo*);
1560 typedef void (CV_STDCALL* Cv_iplAllocateImageData)(IplImage*,int,int);
1561 typedef void (CV_STDCALL* Cv_iplDeallocate)(IplImage*,int);
1562 typedef IplROI* (CV_STDCALL* Cv_iplCreateROI)(int,int,int,int,int);
1563 typedef IplImage* (CV_STDCALL* Cv_iplCloneImage)(const IplImage*);
1564 
1565 /* Makes OpenCV use IPL functions for IplImage allocation/deallocation */
1566 CVAPI(void) cvSetIPLAllocators( Cv_iplCreateImageHeader create_header,
1571 
1572 #define CV_TURN_ON_IPL_COMPATIBILITY() \
1573  cvSetIPLAllocators( iplCreateImageHeader, iplAllocateImage, \
1574  iplDeallocate, iplCreateROI, iplCloneImage )
1575 
1576 /****************************************************************************************\
1577 * Data Persistence *
1578 \****************************************************************************************/
1579 
1580 /********************************** High-level functions ********************************/
1581 
1582 /* opens existing or creates new file storage */
1583 CVAPI(CvFileStorage*) cvOpenFileStorage( const char* filename,
1585  int flags );
1586 
1587 /* closes file storage and deallocates buffers */
1589 
1590 /* returns attribute value or 0 (NULL) if there is no such attribute */
1591 CVAPI(const char*) cvAttrValue( const CvAttrList* attr, const char* attr_name );
1592 
1593 /* starts writing compound structure (map or sequence) */
1594 CVAPI(void) cvStartWriteStruct( CvFileStorage* fs, const char* name,
1595  int struct_flags, const char* type_name CV_DEFAULT(NULL),
1596  CvAttrList attributes CV_DEFAULT(cvAttrList()));
1597 
1598 /* finishes writing compound structure */
1599 CVAPI(void) cvEndWriteStruct( CvFileStorage* fs );
1600 
1601 /* writes an integer */
1602 CVAPI(void) cvWriteInt( CvFileStorage* fs, const char* name, int value );
1603 
1604 /* writes a floating-point number */
1605 CVAPI(void) cvWriteReal( CvFileStorage* fs, const char* name, double value );
1606 
1607 /* writes a string */
1608 CVAPI(void) cvWriteString( CvFileStorage* fs, const char* name,
1609  const char* str, int quote CV_DEFAULT(0) );
1610 
1611 /* writes a comment */
1612 CVAPI(void) cvWriteComment( CvFileStorage* fs, const char* comment,
1613  int eol_comment );
1614 
1615 /* writes instance of a standard type (matrix, image, sequence, graph etc.)
1616  or user-defined type */
1617 CVAPI(void) cvWrite( CvFileStorage* fs, const char* name, const void* ptr,
1618  CvAttrList attributes CV_DEFAULT(cvAttrList()));
1619 
1620 /* starts the next stream */
1622 
1623 /* helper function: writes multiple integer or floating-point numbers */
1624 CVAPI(void) cvWriteRawData( CvFileStorage* fs, const void* src,
1625  int len, const char* dt );
1626 
1627 /* returns the hash entry corresponding to the specified literal key string or 0
1628  if there is no such a key in the storage */
1629 CVAPI(CvStringHashNode*) cvGetHashedKey( CvFileStorage* fs, const char* name,
1630  int len CV_DEFAULT(-1),
1631  int create_missing CV_DEFAULT(0));
1632 
1633 /* returns file node with the specified key within the specified map
1634  (collection of named nodes) */
1636  int stream_index CV_DEFAULT(0) );
1637 
1638 /* returns file node with the specified key within the specified map
1639  (collection of named nodes) */
1641  const CvStringHashNode* key,
1642  int create_missing CV_DEFAULT(0) );
1643 
1644 /* this is a slower version of cvGetFileNode that takes the key as a literal string */
1646  const CvFileNode* map,
1647  const char* name );
1648 
1649 CV_INLINE int cvReadInt( const CvFileNode* node, int default_value CV_DEFAULT(0) )
1650 {
1651  return !node ? default_value :
1652  CV_NODE_IS_INT(node->tag) ? node->data.i :
1653  CV_NODE_IS_REAL(node->tag) ? cvRound(node->data.f) : 0x7fffffff;
1654 }
1655 
1656 
1658  const char* name, int default_value CV_DEFAULT(0) )
1659 {
1660  return cvReadInt( cvGetFileNodeByName( fs, map, name ), default_value );
1661 }
1662 
1663 
1664 CV_INLINE double cvReadReal( const CvFileNode* node, double default_value CV_DEFAULT(0.) )
1665 {
1666  return !node ? default_value :
1667  CV_NODE_IS_INT(node->tag) ? (double)node->data.i :
1668  CV_NODE_IS_REAL(node->tag) ? node->data.f : 1e300;
1669 }
1670 
1671 
1672 CV_INLINE double cvReadRealByName( const CvFileStorage* fs, const CvFileNode* map,
1673  const char* name, double default_value CV_DEFAULT(0.) )
1674 {
1675  return cvReadReal( cvGetFileNodeByName( fs, map, name ), default_value );
1676 }
1677 
1678 
1679 CV_INLINE const char* cvReadString( const CvFileNode* node,
1680  const char* default_value CV_DEFAULT(NULL) )
1681 {
1682  return !node ? default_value : CV_NODE_IS_STRING(node->tag) ? node->data.str.ptr : 0;
1683 }
1684 
1685 
1686 CV_INLINE const char* cvReadStringByName( const CvFileStorage* fs, const CvFileNode* map,
1687  const char* name, const char* default_value CV_DEFAULT(NULL) )
1688 {
1689  return cvReadString( cvGetFileNodeByName( fs, map, name ), default_value );
1690 }
1691 
1692 
1693 /* decodes standard or user-defined object and returns it */
1695  CvAttrList* attributes CV_DEFAULT(NULL));
1696 
1697 /* decodes standard or user-defined object and returns it */
1699  const char* name, CvAttrList* attributes CV_DEFAULT(NULL) )
1700 {
1701  return cvRead( fs, cvGetFileNodeByName( fs, map, name ), attributes );
1702 }
1703 
1704 
1705 /* starts reading data from sequence or scalar numeric node */
1706 CVAPI(void) cvStartReadRawData( const CvFileStorage* fs, const CvFileNode* src,
1707  CvSeqReader* reader );
1708 
1709 /* reads multiple numbers and stores them to array */
1710 CVAPI(void) cvReadRawDataSlice( const CvFileStorage* fs, CvSeqReader* reader,
1711  int count, void* dst, const char* dt );
1712 
1713 /* combination of two previous functions for easier reading of whole sequences */
1714 CVAPI(void) cvReadRawData( const CvFileStorage* fs, const CvFileNode* src,
1715  void* dst, const char* dt );
1716 
1717 /* writes a copy of file node to file storage */
1719  const CvFileNode* node, int embed );
1720 
1721 /* returns name of file node */
1722 CVAPI(const char*) cvGetFileNodeName( const CvFileNode* node );
1723 
1724 /*********************************** Adding own types ***********************************/
1725 
1726 CVAPI(void) cvRegisterType( const CvTypeInfo* info );
1727 CVAPI(void) cvUnregisterType( const char* type_name );
1728 CVAPI(CvTypeInfo*) cvFirstType(void);
1729 CVAPI(CvTypeInfo*) cvFindType( const char* type_name );
1730 CVAPI(CvTypeInfo*) cvTypeOf( const void* struct_ptr );
1731 
1732 /* universal functions */
1733 CVAPI(void) cvRelease( void** struct_ptr );
1734 CVAPI(void*) cvClone( const void* struct_ptr );
1735 
1736 /* simple API for reading/writing data */
1737 CVAPI(void) cvSave( const char* filename, const void* struct_ptr,
1738  const char* name CV_DEFAULT(NULL),
1739  const char* comment CV_DEFAULT(NULL),
1740  CvAttrList attributes CV_DEFAULT(cvAttrList()));
1741 CVAPI(void*) cvLoad( const char* filename,
1742  CvMemStorage* memstorage CV_DEFAULT(NULL),
1743  const char* name CV_DEFAULT(NULL),
1744  const char** real_name CV_DEFAULT(NULL) );
1745 
1746 /*********************************** Measuring Execution Time ***************************/
1747 
1748 /* helper functions for RNG initialization and accurate time measurement:
1749  uses internal clock counter on x86 */
1750 CVAPI(int64) cvGetTickCount( void );
1751 CVAPI(double) cvGetTickFrequency( void );
1752 
1753 /*********************************** Multi-Threading ************************************/
1754 
1755 /* retrieve/set the number of threads used in OpenMP implementations */
1756 CVAPI(int) cvGetNumThreads( void );
1757 CVAPI(void) cvSetNumThreads( int threads CV_DEFAULT(0) );
1758 /* get index of the thread being executed */
1759 CVAPI(int) cvGetThreadNum( void );
1760 
1761 /*************** Convenience functions for better interaction with HighGUI **************/
1762 
1763 typedef IplImage* (CV_CDECL * CvLoadImageFunc)( const char* filename, int colorness );
1764 typedef CvMat* (CV_CDECL * CvLoadImageMFunc)( const char* filename, int colorness );
1765 typedef int (CV_CDECL * CvSaveImageFunc)( const char* filename, const CvArr* image );
1766 typedef void (CV_CDECL * CvShowImageFunc)( const char* windowname, const CvArr* image );
1767 
1770 
1771 #define CV_SET_IMAGE_IO_FUNCTIONS() \
1772  cvSetImageIOFunctions( cvLoadImage, cvLoadImageM, cvSaveImage, cvShowImage )
1773 
1774 #ifdef __cplusplus
1775 }
1776 
1777 #include "cxcore.hpp"
1778 #endif
1779 
1780 #endif /*_CXCORE_H_*/