Basic Image AlgorithmS Library  2.8.0
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CornerDetectorKLT.hh
1 /*
2 This file is part of the BIAS library (Basic ImageAlgorithmS).
3 
4 Copyright (C) 2003-2009 (see file CONTACT for details)
5  Multimediale Systeme der Informationsverarbeitung
6  Institut fuer Informatik
7  Christian-Albrechts-Universitaet Kiel
8 
9 
10 BIAS is free software; you can redistribute it and/or modify
11 it under the terms of the GNU Lesser General Public License as published by
12 the Free Software Foundation; either version 2.1 of the License, or
13 (at your option) any later version.
14 
15 BIAS is distributed in the hope that it will be useful,
16 but WITHOUT ANY WARRANTY; without even the implied warranty of
17 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
18 GNU Lesser General Public License for more details.
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20 You should have received a copy of the GNU Lesser General Public License
21 along with BIAS; if not, write to the Free Software
22 Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
23 */
24 
25 #ifndef __CornerDetectorKLT_hh__
26 #define __CornerDetectorKLT_hh__
27 
28 #include "CornerDetectorGradient.hh"
29 
30 namespace BIAS {
31 
32  /**
33  @class CornerDetectorKLT
34  @ingroup g_feature
35  @brief Computes the cornerness as the smaller eigenvalue of the
36  structure tensor matrix.
37 
38  Computes Shi-Tomasi corners as described in:
39  [1] J. Shi, C. Tomasi: Good Features to Track, 9th IEEE Conference
40  on Computer Vision and Pattern Recognition, 1994.
41  Corners are found by evaluating the smaller Eigenvalue of the structure
42  tensor matrix A which is computationally more expensive than the Harris-
43  Stephens approach but measures cornerness better in case of local
44  affine image transformations.
45 
46  @author woelk 09/2004
47  */
48  template <class StorageType, class CalculationType>
49  class BIASFeatureDetector_EXPORT CornerDetectorKLT
50  : public CornerDetectorGradient<StorageType, CalculationType>
51  {
52  public:
54  virtual ~CornerDetectorKLT();
55 
56  protected:
57  /** @brief Computes the smaller eigenvalue of the structure tensor A
58  and stores it in _Cornerness. Also fills up _FeatList.
59  @author woelk 09/2004 */
60  virtual int _ComputeCornerness(Image<CalculationType>& mineig);
61 
62  }; // class
63 
64 } // namespace
65 
66 #endif // __CornerDetectorKLT_hh__
Computes the cornerness as the smaller eigenvalue of the structure tensor matrix. ...
base class for all gradient based corner detectors