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cvwimage.h
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40 
42 //
43 // Image class which provides a thin layer around an IplImage. The goals
44 // of the class design are:
45 // 1. All the data has explicit ownership to avoid memory leaks
46 // 2. No hidden allocations or copies for performance.
47 // 3. Easy access to OpenCV methods (which will access IPP if available)
48 // 4. Can easily treat external data as an image
49 // 5. Easy to create images which are subsets of other images
50 // 6. Fast pixel access which can take advantage of number of channels
51 // if known at compile time.
52 //
53 // The WImage class is the image class which provides the data accessors.
54 // The 'W' comes from the fact that it is also a wrapper around the popular
55 // but inconvenient IplImage class. A WImage can be constructed either using a
56 // WImageBuffer class which allocates and frees the data,
57 // or using a WImageView class which constructs a subimage or a view into
58 // external data. The view class does no memory management. Each class
59 // actually has two versions, one when the number of channels is known at
60 // compile time and one when it isn't. Using the one with the number of
61 // channels specified can provide some compile time optimizations by using the
62 // fact that the number of channels is a constant.
63 //
64 // We use the convention (c,r) to refer to column c and row r with (0,0) being
65 // the upper left corner. This is similar to standard Euclidean coordinates
66 // with the first coordinate varying in the horizontal direction and the second
67 // coordinate varying in the vertical direction.
68 // Thus (c,r) is usually in the domain [0, width) X [0, height)
69 //
70 // Example usage:
71 // WImageBuffer3_b im(5,7); // Make a 5X7 3 channel image of type uchar
72 // WImageView3_b sub_im(im, 2,2, 3,3); // 3X3 submatrix
73 // vector<float> vec(10, 3.0f);
74 // WImageView1_f user_im(&vec[0], 2, 5); // 2X5 image w/ supplied data
75 //
76 // im.SetZero(); // same as cvSetZero(im.Ipl())
77 // *im(2, 3) = 15; // Modify the element at column 2, row 3
78 // MySetRand(&sub_im);
79 //
80 // // Copy the second row into the first. This can be done with no memory
81 // // allocation and will use SSE if IPP is available.
82 // int w = im.Width();
83 // im.View(0,0, w,1).CopyFrom(im.View(0,1, w,1));
84 //
85 // // Doesn't care about source of data since using WImage
86 // void MySetRand(WImage_b* im) { // Works with any number of channels
87 // for (int r = 0; r < im->Height(); ++r) {
88 // float* row = im->Row(r);
89 // for (int c = 0; c < im->Width(); ++c) {
90 // for (int ch = 0; ch < im->Channels(); ++ch, ++row) {
91 // *row = uchar(rand() & 255);
92 // }
93 // }
94 // }
95 // }
96 //
97 // Functions that are not part of the basic image allocation, viewing, and
98 // access should come from OpenCV, except some useful functions that are not
99 // part of OpenCV can be found in wimage_util.h
100 #ifndef _CV_WIMAGE_H_
101 #define _CV_WIMAGE_H_
102 
103 #include "cxcore.h"
104 
105 #ifdef __cplusplus
106 
107 namespace cv {
108 
109 template <typename T> class WImage;
110 template <typename T> class WImageBuffer;
111 template <typename T> class WImageView;
112 
113 template<typename T, int C> class WImageC;
114 template<typename T, int C> class WImageBufferC;
115 template<typename T, int C> class WImageViewC;
116 
117 // Commonly used typedefs.
118 typedef WImage<uchar> WImage_b;
119 typedef WImageView<uchar> WImageView_b;
120 typedef WImageBuffer<uchar> WImageBuffer_b;
121 
122 typedef WImageC<uchar, 1> WImage1_b;
123 typedef WImageViewC<uchar, 1> WImageView1_b;
124 typedef WImageBufferC<uchar, 1> WImageBuffer1_b;
125 
126 typedef WImageC<uchar, 3> WImage3_b;
127 typedef WImageViewC<uchar, 3> WImageView3_b;
128 typedef WImageBufferC<uchar, 3> WImageBuffer3_b;
129 
130 typedef WImage<float> WImage_f;
131 typedef WImageView<float> WImageView_f;
132 typedef WImageBuffer<float> WImageBuffer_f;
133 
134 typedef WImageC<float, 1> WImage1_f;
135 typedef WImageViewC<float, 1> WImageView1_f;
136 typedef WImageBufferC<float, 1> WImageBuffer1_f;
137 
138 typedef WImageC<float, 3> WImage3_f;
139 typedef WImageViewC<float, 3> WImageView3_f;
140 typedef WImageBufferC<float, 3> WImageBuffer3_f;
141 
142 // There isn't a standard for signed and unsigned short so be more
143 // explicit in the typename for these cases.
144 typedef WImage<short> WImage_16s;
145 typedef WImageView<short> WImageView_16s;
146 typedef WImageBuffer<short> WImageBuffer_16s;
147 
148 typedef WImageC<short, 1> WImage1_16s;
149 typedef WImageViewC<short, 1> WImageView1_16s;
150 typedef WImageBufferC<short, 1> WImageBuffer1_16s;
151 
152 typedef WImageC<short, 3> WImage3_16s;
153 typedef WImageViewC<short, 3> WImageView3_16s;
154 typedef WImageBufferC<short, 3> WImageBuffer3_16s;
155 
156 typedef WImage<ushort> WImage_16u;
157 typedef WImageView<ushort> WImageView_16u;
158 typedef WImageBuffer<ushort> WImageBuffer_16u;
159 
160 typedef WImageC<ushort, 1> WImage1_16u;
161 typedef WImageViewC<ushort, 1> WImageView1_16u;
162 typedef WImageBufferC<ushort, 1> WImageBuffer1_16u;
163 
164 typedef WImageC<ushort, 3> WImage3_16u;
165 typedef WImageViewC<ushort, 3> WImageView3_16u;
166 typedef WImageBufferC<ushort, 3> WImageBuffer3_16u;
167 
168 //
169 // WImage definitions
170 //
171 // This WImage class gives access to the data it refers to. It can be
172 // constructed either by allocating the data with a WImageBuffer class or
173 // using the WImageView class to refer to a subimage or outside data.
174 template<typename T>
175 class WImage
176 {
177 public:
178  typedef T BaseType;
179 
180  // WImage is an abstract class with no other virtual methods so make the
181  // destructor virtual.
182  virtual ~WImage() = 0;
183 
184  // Accessors
185  IplImage* Ipl() {return image_; }
186  const IplImage* Ipl() const {return image_; }
187  T* ImageData() { return reinterpret_cast<T*>(image_->imageData); }
188  const T* ImageData() const {
189  return reinterpret_cast<const T*>(image_->imageData);
190  }
191 
192  int Width() const {return image_->width; }
193  int Height() const {return image_->height; }
194 
195  // WidthStep is the number of bytes to go to the pixel with the next y coord
196  int WidthStep() const {return image_->widthStep; }
197 
198  int Channels() const {return image_->nChannels; }
199  int ChannelSize() const {return sizeof(T); } // number of bytes per channel
200 
201  // Number of bytes per pixel
202  int PixelSize() const {return Channels() * ChannelSize(); }
203 
204  // Return depth type (e.g. IPL_DEPTH_8U, IPL_DEPTH_32F) which is the number
205  // of bits per channel and with the signed bit set.
206  // This is known at compile time using specializations.
207  int Depth() const;
208 
209  inline const T* Row(int r) const {
210  return reinterpret_cast<T*>(image_->imageData + r*image_->widthStep);
211  }
212 
213  inline T* Row(int r) {
214  return reinterpret_cast<T*>(image_->imageData + r*image_->widthStep);
215  }
216 
217  // Pixel accessors which returns a pointer to the start of the channel
218  inline T* operator() (int c, int r) {
219  return reinterpret_cast<T*>(image_->imageData + r*image_->widthStep) +
220  c*Channels();
221  }
222 
223  inline const T* operator() (int c, int r) const {
224  return reinterpret_cast<T*>(image_->imageData + r*image_->widthStep) +
225  c*Channels();
226  }
227 
228  // Copy the contents from another image which is just a convenience to cvCopy
229  void CopyFrom(const WImage<T>& src) { cvCopy(src.Ipl(), image_); }
230 
231  // Set contents to zero which is just a convenient to cvSetZero
232  void SetZero() { cvSetZero(image_); }
233 
234  // Construct a view into a region of this image
235  WImageView<T> View(int c, int r, int width, int height);
236 
237 protected:
238  // Disallow copy and assignment
239  WImage(const WImage&);
240  void operator=(const WImage&);
241 
242  explicit WImage(IplImage* img) : image_(img) {
243  assert(!img || img->depth == Depth());
244  }
245 
246  void SetIpl(IplImage* image) {
247  assert(!image || image->depth == Depth());
248  image_ = image;
249  }
250 
251  IplImage* image_;
252 };
253 
254 
255 
256 // Image class when both the pixel type and number of channels
257 // are known at compile time. This wrapper will speed up some of the operations
258 // like accessing individual pixels using the () operator.
259 template<typename T, int C>
260 class WImageC : public WImage<T>
261 {
262 public:
263  typedef typename WImage<T>::BaseType BaseType;
264  enum { kChannels = C };
265 
266  explicit WImageC(IplImage* img) : WImage<T>(img) {
267  assert(!img || img->nChannels == Channels());
268  }
269 
270  // Construct a view into a region of this image
271  WImageViewC<T, C> View(int c, int r, int width, int height);
272 
273  // Copy the contents from another image which is just a convenience to cvCopy
274  void CopyFrom(const WImageC<T, C>& src) {
275  cvCopy(src.Ipl(), WImage<T>::image_);
276  }
277 
278  // WImageC is an abstract class with no other virtual methods so make the
279  // destructor virtual.
280  virtual ~WImageC() = 0;
281 
282  int Channels() const {return C; }
283 
284 protected:
285  // Disallow copy and assignment
286  WImageC(const WImageC&);
287  void operator=(const WImageC&);
288 
289  void SetIpl(IplImage* image) {
290  assert(!image || image->depth == WImage<T>::Depth());
291  WImage<T>::SetIpl(image);
292  }
293 };
294 
295 //
296 // WImageBuffer definitions
297 //
298 // Image class which owns the data, so it can be allocated and is always
299 // freed. It cannot be copied but can be explicity cloned.
300 //
301 template<typename T>
302 class WImageBuffer : public WImage<T>
303 {
304 public:
305  typedef typename WImage<T>::BaseType BaseType;
306 
307  // Default constructor which creates an object that can be
308  WImageBuffer() : WImage<T>(0) {}
309 
310  WImageBuffer(int width, int height, int nchannels) : WImage<T>(0) {
311  Allocate(width, height, nchannels);
312  }
313 
314  // Constructor which takes ownership of a given IplImage so releases
315  // the image on destruction.
316  explicit WImageBuffer(IplImage* img) : WImage<T>(img) {}
317 
318  // Allocate an image. Does nothing if current size is the same as
319  // the new size.
320  void Allocate(int width, int height, int nchannels);
321 
322  // Set the data to point to an image, releasing the old data
323  void SetIpl(IplImage* img) {
324  ReleaseImage();
325  WImage<T>::SetIpl(img);
326  }
327 
328  // Clone an image which reallocates the image if of a different dimension.
329  void CloneFrom(const WImage<T>& src) {
330  Allocate(src.Width(), src.Height());
331  CopyFrom(src);
332  }
333 
334  ~WImageBuffer() {
335  ReleaseImage();
336  }
337 
338  // Release the image if it isn't null.
339  void ReleaseImage() {
340  if (WImage<T>::image_) {
341  IplImage* image = WImage<T>::image_;
342  cvReleaseImage(&image);
343  WImage<T>::SetIpl(0);
344  }
345  }
346 
347  bool IsNull() const {return WImage<T>::image_ == NULL; }
348 
349 private:
350  // Disallow copy and assignment
351  WImageBuffer(const WImageBuffer&);
352  void operator=(const WImageBuffer&);
353 };
354 
355 // Like a WImageBuffer class but when the number of channels is known
356 // at compile time.
357 template<typename T, int C>
358 class WImageBufferC : public WImageC<T, C>
359 {
360 public:
361  typedef typename WImage<T>::BaseType BaseType;
362  enum { kChannels = C };
363 
364  // Default constructor which creates an object that can be
365  WImageBufferC() : WImageC<T, C>(0) {}
366 
367  WImageBufferC(int width, int height) : WImageC<T, C>(0) {
368  Allocate(width, height);
369  }
370 
371  // Constructor which takes ownership of a given IplImage so releases
372  // the image on destruction.
373  explicit WImageBufferC(IplImage* img) : WImageC<T, C>(img) {}
374 
375  // Allocate an image. Does nothing if current size is the same as
376  // the new size.
377  void Allocate(int width, int height);
378 
379  // Set the data to point to an image, releasing the old data
380  void SetIpl(IplImage* img) {
381  ReleaseImage();
382  WImageC<T, C>::SetIpl(img);
383  }
384 
385  // Clone an image which reallocates the image if of a different dimension.
386  void CloneFrom(const WImageC<T, C>& src) {
387  Allocate(src.Width(), src.Height());
388  CopyFrom(src);
389  }
390 
391  ~WImageBufferC() {
392  ReleaseImage();
393  }
394 
395  // Release the image if it isn't null.
396  void ReleaseImage() {
397  if (WImage<T>::image_) {
398  IplImage* image = WImage<T>::image_;
399  cvReleaseImage(&image);
400  WImageC<T, C>::SetIpl(0);
401  }
402  }
403 
404  bool IsNull() const {return WImage<T>::image_ == NULL; }
405 
406 private:
407  // Disallow copy and assignment
408  WImageBufferC(const WImageBufferC&);
409  void operator=(const WImageBufferC&);
410 };
411 
412 //
413 // WImageView definitions
414 //
415 // View into an image class which allows treating a subimage as an image
416 // or treating external data as an image
417 //
418 template<typename T>
419 class WImageView : public WImage<T>
420 {
421 public:
422  typedef typename WImage<T>::BaseType BaseType;
423 
424  // Construct a subimage. No checks are done that the subimage lies
425  // completely inside the original image.
426  WImageView(WImage<T>* img, int c, int r, int width, int height);
427 
428  // Refer to external data.
429  // If not given width_step assumed to be same as width.
430  WImageView(T* data, int width, int height, int channels, int width_step = -1);
431 
432  // Refer to external data. This does NOT take ownership
433  // of the supplied IplImage.
434  WImageView(IplImage* img) : WImage<T>(img) {}
435 
436  // Copy constructor
437  WImageView(const WImage<T>& img) : WImage<T>(0) {
438  header_ = *(img.Ipl());
439  WImage<T>::SetIpl(&header_);
440  }
441 
442  WImageView& operator=(const WImage<T>& img) {
443  header_ = *(img.Ipl());
444  WImage<T>::SetIpl(&header_);
445  return *this;
446  }
447 
448 protected:
449  IplImage header_;
450 };
451 
452 
453 template<typename T, int C>
454 class WImageViewC : public WImageC<T, C>
455 {
456 public:
457  typedef typename WImage<T>::BaseType BaseType;
458  enum { kChannels = C };
459 
460  // Default constructor needed for vectors of views.
461  WImageViewC();
462 
463  virtual ~WImageViewC() {}
464 
465  // Construct a subimage. No checks are done that the subimage lies
466  // completely inside the original image.
467  WImageViewC(WImageC<T, C>* img,
468  int c, int r, int width, int height);
469 
470  // Refer to external data
471  WImageViewC(T* data, int width, int height, int width_step = -1);
472 
473  // Refer to external data. This does NOT take ownership
474  // of the supplied IplImage.
475  WImageViewC(IplImage* img) : WImageC<T, C>(img) {}
476 
477  // Copy constructor which does a shallow copy to allow multiple views
478  // of same data. gcc-4.1.1 gets confused if both versions of
479  // the constructor and assignment operator are not provided.
480  WImageViewC(const WImageC<T, C>& img) : WImageC<T, C>(0) {
481  header_ = *(img.Ipl());
482  WImageC<T, C>::SetIpl(&header_);
483  }
484  WImageViewC(const WImageViewC<T, C>& img) : WImageC<T, C>(0) {
485  header_ = *(img.Ipl());
486  WImageC<T, C>::SetIpl(&header_);
487  }
488 
489  WImageViewC& operator=(const WImageC<T, C>& img) {
490  header_ = *(img.Ipl());
491  WImageC<T, C>::SetIpl(&header_);
492  return *this;
493  }
494  WImageViewC& operator=(const WImageViewC<T, C>& img) {
495  header_ = *(img.Ipl());
496  WImageC<T, C>::SetIpl(&header_);
497  return *this;
498  }
499 
500 protected:
501  IplImage header_;
502 };
503 
504 
505 // Specializations for depth
506 template<>
507 inline int WImage<uchar>::Depth() const {return IPL_DEPTH_8U; }
508 template<>
509 inline int WImage<schar>::Depth() const {return IPL_DEPTH_8S; }
510 template<>
511 inline int WImage<short>::Depth() const {return IPL_DEPTH_16S; }
512 template<>
513 inline int WImage<ushort>::Depth() const {return IPL_DEPTH_16U; }
514 template<>
515 inline int WImage<int>::Depth() const {return IPL_DEPTH_32S; }
516 template<>
517 inline int WImage<float>::Depth() const {return IPL_DEPTH_32F; }
518 template<>
519 inline int WImage<double>::Depth() const {return IPL_DEPTH_64F; }
520 
521 //
522 // Pure virtual destructors still need to be defined.
523 //
524 template<typename T> inline WImage<T>::~WImage() {}
525 template<typename T, int C> inline WImageC<T, C>::~WImageC() {}
526 
527 //
528 // Allocate ImageData
529 //
530 template<typename T>
531 inline void WImageBuffer<T>::Allocate(int width, int height, int nchannels)
532 {
533  if (IsNull() || WImage<T>::Width() != width ||
534  WImage<T>::Height() != height || WImage<T>::Channels() != nchannels) {
535  ReleaseImage();
536  WImage<T>::image_ = cvCreateImage(cvSize(width, height),
537  WImage<T>::Depth(), nchannels);
538  }
539 }
540 
541 template<typename T, int C>
542 inline void WImageBufferC<T, C>::Allocate(int width, int height)
543 {
544  if (IsNull() || WImage<T>::Width() != width || WImage<T>::Height() != height) {
545  ReleaseImage();
546  WImageC<T, C>::SetIpl(cvCreateImage(cvSize(width, height),WImage<T>::Depth(), C));
547  }
548 }
549 
550 //
551 // ImageView methods
552 //
553 template<typename T>
554 WImageView<T>::WImageView(WImage<T>* img, int c, int r, int width, int height)
555  : WImage<T>(0)
556 {
557  header_ = *(img->Ipl());
558  header_.imageData = reinterpret_cast<char*>((*img)(c, r));
559  header_.width = width;
560  header_.height = height;
561  WImage<T>::SetIpl(&header_);
562 }
563 
564 template<typename T>
565 WImageView<T>::WImageView(T* data, int width, int height, int nchannels, int width_step)
566  : WImage<T>(0)
567 {
568  cvInitImageHeader(&header_, cvSize(width, height), WImage<T>::Depth(), nchannels);
569  header_.imageData = reinterpret_cast<char*>(data);
570  if (width_step > 0) {
571  header_.widthStep = width_step;
572  }
573  WImage<T>::SetIpl(&header_);
574 }
575 
576 template<typename T, int C>
577 WImageViewC<T, C>::WImageViewC(WImageC<T, C>* img, int c, int r, int width, int height)
578  : WImageC<T, C>(0)
579 {
580  header_ = *(img->Ipl());
581  header_.imageData = reinterpret_cast<char*>((*img)(c, r));
582  header_.width = width;
583  header_.height = height;
584  WImageC<T, C>::SetIpl(&header_);
585 }
586 
587 template<typename T, int C>
588 WImageViewC<T, C>::WImageViewC() : WImageC<T, C>(0) {
589  cvInitImageHeader(&header_, cvSize(0, 0), WImage<T>::Depth(), C);
590  header_.imageData = reinterpret_cast<char*>(0);
591  WImageC<T, C>::SetIpl(&header_);
592 }
593 
594 template<typename T, int C>
595 WImageViewC<T, C>::WImageViewC(T* data, int width, int height, int width_step)
596  : WImageC<T, C>(0)
597 {
598  cvInitImageHeader(&header_, cvSize(width, height), WImage<T>::Depth(), C);
599  header_.imageData = reinterpret_cast<char*>(data);
600  if (width_step > 0) {
601  header_.widthStep = width_step;
602  }
603  WImageC<T, C>::SetIpl(&header_);
604 }
605 
606 // Construct a view into a region of an image
607 template<typename T>
608 WImageView<T> WImage<T>::View(int c, int r, int width, int height) {
609  return WImageView<T>(this, c, r, width, height);
610 }
611 
612 template<typename T, int C>
613 WImageViewC<T, C> WImageC<T, C>::View(int c, int r, int width, int height) {
614  return WImageViewC<T, C>(this, c, r, width, height);
615 }
616 
617 } // end of namespace
618 
619 #endif // __cplusplus
620 
621 #endif // _CV_WIMAGE_H_