DOI QR코드

DOI QR Code

Region-based Corner Detection by Radial Projection

  • Received : 2011.02.09
  • Accepted : 2011.04.11
  • Published : 2011.06.25

Abstract

We propose a novel method which detects convex and concave corners using radial projection. The sum of two neighbors' differences at the local maxima or minima of the radial projection is compared with the angle threshold for detecting corners. In addition, the use of oriented bounding box trees and partial circles makes it possible to detect the corners of complex shapes. The experimental results show that the proposed method can separately detect the convex and concave corners, and that this method is scale invariant.

Keywords

References

  1. M. Zhenjiang, "Zernike moment-based image shape analysis and its application," Patt. Recogn. Lett. 21, 169-177 (2000). https://doi.org/10.1016/S0167-8655(99)00144-0
  2. D. Lee and J. H. Choi, "Precise detection of car license plates by locating main characters," J. Opt. Soc. Korea 14, 376-382 (2010). https://doi.org/10.3807/JOSK.2010.14.4.376
  3. M. K. Kim, "Adaptive thresholding technique for binarization of license plate image," J. Opt. Soc. Korea 14, 368-375 (2010). https://doi.org/10.3807/JOSK.2010.14.4.368
  4. S. Loncaric, "A survey of shape analysis techniques," Patt. Recogn. 31, 983-1001 (1998). https://doi.org/10.1016/S0031-2023(97)00122-2
  5. S. Pei and C. Lin, "The detection of dominant points on digital curves by scale-space filtering," Patt. Recogn. 25, 1307-1314 (1992). https://doi.org/10.1016/0031-3203(92)90143-7
  6. C. Teh and R. T. Chin, "On the detection of dominant points on digital curves," IEEE Trans. Patt. Anal. Mach. Intell. 11, 859-872 (1989). https://doi.org/10.1109/34.31447
  7. C. T. Zahn and R. Z. Roskies, "Fourier descriptors for plane closed curves," IEEE Trans. Comp. 21, 269-281 (1972). https://doi.org/10.1109/TC.1972.5008949
  8. G. H. Granlund, "Fourier preprocessing for hand print character recognition," IEEE Trans. Comp. 21, 195-201 (1972). https://doi.org/10.1109/TC.1972.5008926
  9. M. Hu, "Visual pattern recognition by moment invariants," IRE Trans. Inf. Theory 8, 179-187 (1962).
  10. Z. Zhou and X. Geng, "Projection functions for eye detection," Patt. Recogn. 37, 1049-1056 (2004). https://doi.org/10.1016/j.patcog.2003.09.006
  11. D. Tsai and Y. Tsai, "Rotation-invariant pattern matching with color ring-projection," Patt. Recogn. 35, 131-141 (2002). https://doi.org/10.1016/S0031-3203(00)00180-1
  12. Y. Kwon, H. Park, J. Liu, and M. A. Nascimento, "Radial projection: a feature extraction method for topographical shapes," LNCS 3769, 582-593 (2005).
  13. S. Gottschalk, M. C. Lin, and D. Manocha, "OBB tree: a hierarchical structure for rapid interference detection," in Proc. Int. Conf. on Computer Graphics and Interactive Techniques (New Orleans, USA, Aug. 1996), pp. 171-180.

Cited by

  1. Real-time segmentation methods for monocular soccer videos vol.25, pp.2, 2015, https://doi.org/10.1134/S105466181502011X
  2. Remote Sensing Image Automatic Registration on Multi-scale Harris-Laplacian vol.43, pp.3, 2015, https://doi.org/10.1007/s12524-014-0432-2