Shape understanding system: Understanding of the complex object

Journal of Electronic Imaging

Volumn 14, Issue 2, 2005, Pages 1-13

  Les, Zbigniew ^a   Les, Magdalena ^a  

^a Queen Jadwiga Research Institute of Understanding   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

SHAPE MODEL; SHAPE UNDERSTANDING SYSTEM;

IMAGE PROCESSING; LEARNING ALGORITHMS; MATHEMATICAL MODELS;

OBJECT RECOGNITION;

EID: 18844436051     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.1900745     Document Type: Article

References (64)

1. W. Koehler, Gestalt Psychology, Liverlight, New York (1929).
2. J. J. Gibson, The Perception of the Visual World, Houghton, Boston (1950)
3. D. Marr, Vision, Freeman, San Francisco (1982).
4. B. Bhanu and O. D. Faugeras, "Shape matching of two-dimensional objects," IEEE Trans Pattern Anal. Mach. Intell. 6(2), 137-156 (1984).
5. Ch. H. Lu and J. G. Dunham, "Shape matching using polygon approximation and dynamic alignment," Pattern Recogn. Lett. 14, 945-949 (1993).
6. T. Pavlidis and F. Ali, "A hierarchical syntactic shape analyzer," IEEE Trans. Pattern Anal. Mach. Intell. PAMI-1(1), 2-9 (1977).
7. K. C. You and K. S. Fu, "Distorted shape recognition using attributed grammars and error-correcting techniques computer," Graph Models Image Process. 13, 1-16 (1980).
8. J. Bala and H. Wechsler, "Shape analysis using genetic algorithms," Pattern Recogn. Lett. 14, 965-973 (1993).
9. J. Bala and H. Wechsler, "Shape analysis using hybrid learning," Pattern Recogn. 29, 1323-1333 (1996).
10. Y. He and A. Kundu, "2-D shape classification using hidden Markov model," IEEE Trans. Pattern Anal. Mach. Intell. 13, 1172-1184 (1991).
11. B. Kartikeayan and A. Sarkar, "Shape description by time series," IEEE Trans. Pattern Anal. Mach. Intell. 11, 977-984 (1989).
12. N. R. Pal, P. Pal, and A. K. Basu, "A new shape representation scheme and its application to shape discrimination using a neural network," Pattern Recogn. 26, 543-551 (1993).
13. S. I. Mahmoud, "Arabic character recognition using Fourier descriptors and character Fourier encoding," Pattern Recogn. 27, 815-824 (1994).
14. A. Samal and J. Edwards, "Generalized Hough Transform for natural shapes," Pattern Recogn. Lett. 18, 473-480 (1997).
15. C. L. Liu, K. Nakashima, H. Sako, and H. Fujisawa, "Handwritten digit recognition: Investigation of normalization and feature extraction techniques," Pattern Recogn. 37, 265-279 (2004).
16. Y.-M. Su and J.-F. Wang, "A novel stroke extraction method for Chinese characters using Gabor filters," Pattern Recogn. 36, 635-647 (2003).
17. E. Klassen, A. Srivastava, M. Mio, and H. S. Joshi, "Analysis of planar shapes using geodesic paths on shape spaces," IEEE Trans. Pattern Anal. Mach. Intell. 26, 327-383 (2004).
18. L. J. Latecki and R. Lakamper, "Application of planar shape comparison to object retrieval in image databases," Pattern Recogn. 35, 15-29 (2002).
19. F. Mahmoudia, J. Shanbehzadehb, A. M. Eftekhari-Moghadam, and H. Soltanian-Zadeh, "Image retrieval based on shape similarity by edge orientation autocorrelogram," Pattern Recogn. 36, 1725-1736 (2003).
20. H. D. Tagare, D. O'Shea, and D. Groisser, "Shape comparison of plane curves in images," J. Math Imaging Vision 16, 57-68 (2002).
21. M. Bicego and V. Murino, "Investigating hidden Markov models' capabilities in 2D shape classification," IEEE Trans. Pattern Anal. Mach. Intell. 26, 281-286 (2004).
22. M. Hilaga, T. Shinagawa, T. Kohmura, and T. Kuni, "Topology matching for fully automatic similarity estimation of 3D shapes," in Topology Matching for Fully Automatic Similarity Estimation of 3D Shapes, SIGGRAPH Conference Proc. 2001.
23. T. Bemier and J.-A. Landry, "A new method for representing and matching shapes of natural objects," Pattern Recogn. 36, 1711-1723 (2003).
24. T. O. Binford, "Survey of model-based image analysis systems," Int. J. Robot. Res. 1, 18-64 (1982).
25. P. J. Besl and R. C. Jain, "Three-dimensional object recognition," ACM Comput. Surv. 17, 75-154 (1985).
26. R. T. Chin and C. R. Dyer, "Model-based recognition in robot vision," ACM Comput. Surv. 18, 67-108 (1986).
27. A. R. Pope, "Model-based object recognition, a survey of recent research," Report No. 94-04 (1994).
28. Z. Les, "An aesthetic evaluation method based on image understanding approach," in VISUAL 96, Melbourne (1996).
29. J. H. Connell and M. Brady, "Generating and generalizing models of visual objects," Artif. Intell. 31, 159-183 (1987).
30. A. R. Pope and D. G. Lowe, "Learning object recognition models from images," in 4th International Conference on Computer Vision, pp. 296-301 (1993).
31. R. L. Cromwell and A. C. Kak, "Automatic generation of object class descriptions using symbolic learning techniques," in Automatic Generation of Object Class Descriptions Using Symbolic Learning Techniques, 9th National Conference on Artificial Intelligence, Anaheim (1991).
32. P. Pellegretti, F. Roli, S. B. Serplco, and G. Vernazza, "Supervised learning of descriptions for image recognition purposes," IEEE Trans. Pattern Anal. Mach. Intell. 16, 92-98 (1994).
33. J. C. Hsu and S.-Y. Hwang, "A Machine learning approach for acquiring descriptive classification rules of shape contours," Pattern Recogn. 30, 245-252 (1997).
34. T. Caelli and W. F. Bishof, "Machine learning and image interpretation," Machine Learning and Image Interpretation, Plenum Press, New York (1997).
35. B. Bhanu and T. A. Poggio, "Introduction to the special section on learning in computer vision," IEEE Trans. Pattern Anal. Mach. Intell. 16(9), 865-868 (1994).
36. R. Reiter and A. K. Mackworth, "A logical framework for depiction and image interpretation," Artif. Intell. 41, 125-155 (1989).
37. A. Sowmya and E. Lee, "Generating symbolic descriptions of two-dimensional blocks world," in Generating Symbolic Descriptions of Two-Dimensional Blocks World, Kawasaki, Japan (1994).
38. A. Chella, M. Frixione, and S. Gaglio, "Conceptual spaces for computer vision representation," Artif. Intell. Rev. 16, 137-152 (2001).
39. D. D. Ho Man and W. A. Richards, "Parts of recognition," Cognition 18, 65-96 (1984).
40. K. Siddiqi, K. J. Tresness, and B. B. Kimia, "Parts of visual form: Pysychophysical aspects," Perception 25, 399-424 (1996).
41. D. D. Ho Man and M. Singh, "Salience of visual parts," Cognition 63, 29-78 (1997).
42. W. E. L. Grimson, Object Recognition by Computer: The Role of Geometric Constraints, MIT Press, Boston (1990).
43. Z. Les and M. Les, "Understanding as an interpretation in shape understanding system," J. Exp. Theor. Artif. Intell. 15, 433-459 (2003).
44. Z. Les and M. Les, "System of experts to perform an epistemological task of shape understanding," in The IASTED International Conference on Software Engineering, Las Vegas (2000).
45. Z. Les and M. Les, "Shape understanding system - The system of expert," International Journal of Intelligent Systems 19 (10), 949-978 (2004).
46. Z. Les and M. Les, "Shape understanding system: Learning of the visual concepts," in International Conference on Information Systems Analysis and Synthesis and World Multiconference on Systemics, Cybernetics and Informatics, Orlando (2001).
47. Z. Les and M. Les, "Shape understanding system - Communication in natural language," in IASTED Signal and Image Processing Conference, Honolulu, Hawaii (2004).
48. Z. Les and M. Les, "Shape understanding system: System of experts for visual thinking," in The IASTED International Conference on Software Engineering, Marina Del Rey, ACTA, Anaheim (2003).
49. Z. Les, "The processing method as a set of image Transformations in shape understanding," Comput. Graphics 25, 223-233 (2001).
50. Z. Les, "Shape understanding based on the multi-level representation," in The IASTED International Conference on Computer Graphics & Imaging, Palm Springs, ACTA, Anaheim (1999).
51. Z. Les, "Shape understanding. possible classes of shapes. international," Int J. Shape Model. 7, 75-109 (2001).
52. Z. Les and R. Tadeusiewicz, "Shape understanding system. Concave class processing methods," in International Conference on Signal Processing and Communication, Marbella, ACTA, Anaheim (2000).
53. Z. Les and M. Les, "Understanding in shape understanding system," Int J. Pattern Recognit. Artif. Intell. 18, 727-745 (2004).
54. Z. Les and R. Tadeusiewicz, "Shape understanding system - Generating exemplars of the polygon class," in The IASTED International Conference on Computer Graphics and Imaging, Las Vegas, ACTA, Anaheim (2000).
55. Z. Les and M. Les, "Shape understanding system: Understanding of the convex objects," J. Electron. Imaging 12, 327-341 (2003).
56. Z. Les, "Shape understanding system: Understanding the thin object," Comput. Graphics 26, 951-970 (2002).
57. Z. Les and M. Les, "Understanding of the curve polygon object," Comput. Graphics 28, 919-936 (2004).
58. Z. Les and M. Les, "Shape understanding system: Understanding of the cyclic object," in IASTED Conference on Signal Processing And Imaging, Rhodes, Greece, ACTA, Anaheim (2003).
59. Z. Les and M. Les, "Shape understanding system: Understanding of the complex thin object," in IASTED Conference Computer Graphics and Imaging, Kauai, Hawaii (2004).
60. Z. Les and M. Les, "Understanding of the concave-complex object," in IASTED Conference IASTED Visualization, Imaging, and Image Processing, Benalmadena, Spain, ACTA, Anaheim (2003).
61. Z. Les and M. Les, "Shape understanding as knowledge generation," IEEE Trans. Knowl. Data Eng. 16, 343-353 (2004).
62. Z. Les and M. Les, "Shape understanding system: The visual reasoning process," Int. J. Pattern Recognit. Artif. Intell. 17, 663-683 (2002).
63. Z. Les and M. Les, "Shape understanding system: Application of fuzzy sets, neural networks and statistical methods in the process of visual thinking," in The 10th IEEE Conference on Fuzzy Systems, Melbourne (2001).
64. Z. Les and M. Les "Understanding of a concave polygon object in shape understanding system," Comput. Graphics 29 (2005) (in print).