Perceptually relevant and piecewise linear matching of silhouettes

Pattern Recognition

Volumn 38, Issue 1, 2005, Pages 75-93

  Zabulis, Xenophon ^a,d   Sporring, Jon ^b,d   Orphanoudakis, Stelios C ^c  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b UNIVERSITY OF COPENHAGEN   (Denmark)

^c INSTITUTE OF COMPUTER SCIENCE   (Greece)

^d INSTITUTE OF COMPUTER SCIENCE   (Greece)

Author keywords

Curvature; Landmarks; Perception; Scale space; Shape alignment; Silhouette matching

Indexed keywords

CONTENT-BASED IMAGE RETRIEVAL (CBIR); IMAGE SEQUENCES; SHAPE ALIGNMENT; SILHOUETTES;

DATABASE SYSTEMS; FEATURE EXTRACTION; HUMAN ENGINEERING; IMAGE RETRIEVAL; VECTORS;

PATTERN RECOGNITION;

EID: 4644366510     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2004.06.003     Document Type: Article

References (45)

1. Merriam-Webster. Merriam-Webster's Collegiate Dictionary, Merriam-Webster, Inc., 2003.
2. T. Moons, E.J. Pauwels, L.J. van Gool, A. Oosterlinck, Foundations of semi-differential invariants, Int. J. Comput. Vision 14 (1995) 25-47.
3. E.J. Pauwels, T. Moons, L.J. van Gool, P. Kempenaers, A. Oosterlinck, Recognition of planar shapes under affine distortion, Int. J. Comput. Vision 14 (1995) 49-65.
4. M.P. Do Carmo, Differential Geometry of Curves and Surfaces, Prentice-Hall, Englewood Cliffs, NJ, 1976.
5. R.C. Veltkamp, M. Hagedoorn, Principles of Visual Information Retrieval, chapter: state of the art in shape matching, Advances in Pattern Recognition, Springer, Berlin, 2001, pp. 87-119.
6. D. Zhang, G. Lu, Review of shape representation and description techniques, Pattern Recognition 37 (1) (2004) 1-19.
7. J.J. Kocnderink, The structure of images, Biol. Cybernet. 50 (1984) 363-370.
8. A.P. Witkin, Scale-space filtering, Proceedings of the 8th International Joint Conference on Artificial Intelligence (IJCAI '83), vol. 2, pp. 1019-1022, Karlsruhe, Germany, August 1983.
9. S.E. Palmer, Hierarchical structure in perceptual representation, Cognitive Psychol. 9 (1977) 441-474.
10. K. Siddiqi, B.B. Kimia, Parts of visual form: computational aspects, IEEE Trans. Pattern Anal. Mach. Intell. 17 (3) (1995) 239-251.
11. F. Attneave, Some informational aspects of visual perception, Psychol. Rev. 61 (1954) 183-193.
12. D.D. Hoffman, M. Singh, Salience of visual parts, Cognition 63 (1997) 29-78.
13. L.J. Latecki, R. Lakmper, Convexity rule for shape decomposition based on discrete contour evolution, Comput. Vision Image Understand. 73 (3) (1999) 441-454.
14. C. Lamote, J. Wagemans, Rapid integration of contour fragments: from simple filling-in to parts-based shape description, Visual Cogn. 6 (1999) 345-361.
15. J.F. Norman, P. Phillips, H.E. Ross, Information concentration along the boundary contours of naturally shaped solid objects, Perception 30 (2001) 1285-1294.
16. J. De Winter, S. Panis, J. Wagemans, Perceptual saliency of points along the contour of everyday objects: a large-scale study (abstract), J. Vision 2 (7) (2002) 487a DOI 10.1167/2.7.487.
17. D.D. Hoffman, W.A. Richards, Parts of recognition, Cognition 18 (1984) 65-96.
18. J. Wagemans, J. De Winter, S. Panis, The awakening of attneave's sleeping cat: identification of everyday objects on the basis of straight-line versions (abstract), J. Vision 2 (7) (2002) 674a DOI 10.1167/2.7.674.
19. M. Singh, G. Seyranian, D.D. Hoffman, Parsing silhouettes: the short-cut rule, Perception Psychophys. 61 (1999) 636-660.
20. J. De Winter, J. Wagemans, Segmentation of object outlines into parts: From a large-scale normative study to a model (abstract), J. Vision 1 (3) (2001) 421a DOI 10.1167/1.3.421.
21. A. Khotanzad, Y.H. Hong, Invariant image recognition by zernike moments, IEEE Trans. Pattern Anal. Mach. Intell. 12 (5) (1990) 489-497.
22. C.T. Zahn, R.Z. Roskies, Fourier descriptors for plane closed curves, IEEE Trans. Comput. C (21) (1972) 269-281.
23. S. Sclaroff, A.P. Pentland, Modal matching for correspondence and recognition, IEEE Trans. Pattern Anal. Mach. Intell. 17 (6) (1995) 545-561.
24. S. Belongie, J. Malik, J. Puzicha, Shape matching and object recognition using shape contexts, IEEE Trans. Pattern Anal. Mach. Intell. 24 (4) (2002) 509-522.
25. A. Bruckstein, R. Holt, A. Netravali, T. Richardson, Invariant signatures for planar shape recognition under partial occlusion, CVGIP: Image Understand. 58 (1) (1993) 49-65.
26. L.J. van Gool, T. Moons, E.J. Pauwels, A. Oosterlinck, Vision and Lie's approach to invariance, Int. J. Comput. Vision 13 (4) (1995) 259-277.
27. M. Kliot, E. Rivlin, Invariant-based shape retrieval in pictorial databases, Comput. Vision Image Understand. CVIU, 71 (2) (1998) 182-197.
28. J.R. Parker, Z. Zhou, Object recognition using signatures, Proceedings of the International Conference on Signal and Image Processing, Las Vegas, Nevada - USA, 1998, pp. 27-31.
29. L.J. Latecki, R. Lakmper, Application of planar shape comparison to object retrieval in image databases, Pattern Recognition 35 (1) (2002) 15-29.
30. R.C. Gonzales, R.E. Woods, Digital Image Processing, Addison-Wesley, Reading, MA, 1992.
31. F. Mokhtarian, Silhouette-based isolated object recognition through curvature scale space, IEEE Trans. Pattern Anal. Mach. Intell. 17 (5) (1995) 539-544.
32. R. Basri, L. Costa, D. Geiger, D. Jacobs, Determining the similarity of deformable shapes, Vision Res. 38 (15-16) (1998) 2365-2385.
33. F.L. Bookstein, Shape and the information in medical images: a decade of morphometric synthesis, Comput. Vision Image Understand. 66 (2) (1997) 97-118.
34. D.G. Kendall, Shape-manifolds, procrustean metrics and complex projective spaces, Bull. Lond. Math. Soc. 16 (1984) 81-121.
35. P. Giannopoulos, R.C. Veltkamp, A pseudo-metric for weighted point sets, In ECCV02, Copenhagen, Denmark, vol. 3, 2002, pp. 715-730.
36. L.J. Latecki, R. Lakmper, Shape similarity measure based on correspondence of visual parts, IEEE Trans. Pattern Anal. Mach. Intell. 2 (10) (2000) 1185-1190.
37. R. Davies, T.F. Cooles, C.J. Taylor, A minimum description length approach to statistical shape modelling, Proceedings of the 14th International Conference on Information Processing in Medical Imaging, 2001, pp. 50-63.
38. A. del Bimbo, P. Pala, Visual image retrieval by elastic matching of user sketches, IEEE Trans. Pattern Anal. Mach. Intell. 19 (2) (1997) 121-132.
39. F. Mokhtarian, A. Mackworth, Scale-based description and recognition of planar curves and two-dimensional shapes. IEEE Trans. Pattern Anal. Mach. Intell. 8 (1) (1986) 34-43.
40. R. Teixeira, Curvature motions, medial axes and distance transforms, Ph.D. Thesis, Department of Mathematics, Harvard University, Cambridge, MA, USA, June 1998.
41. L. Florack, A. Kuijper, The topological structure of scale-space images, J. Math. Imag. Vision 12 (1) (2000) 65-80.
42. J.D. Foley, A. van Dam, S.K. Feiner, J.F. Hughes, Computer Graphics, Principles and Practice, 2nd Edition, Addison-Wesley, Reading, MA, 1997.
43. C.E. Shannon, W. Weaver, The Mathematical Theory of Communication, The University of Illinois Press, Urbana, 1949.
44. A.F.M. Smith, J.M. Bernardo, Bayesian Theory, Wiley, New York, 1993.
45. J. Rissanen, Stochastic Complexity in Statistical Inquiry, World Scientific, Singapore, 1989.