A new multiscale, curvature-based shape representation technique for image retrieval based on DSP techniques

Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems

Volumn 2005, Issue , 2005, Pages 373-378

  Van Der Poel, JanKees ^a   De Almeida, Carlos Wilson Dantas ^b   Batista, Leonardo Vidal ^b  

^a Instituto de Educação Superior da Paraíba   (Brazil)

^b FEDERAL UNIVERSITY OF PARAÍBA   (Brazil)

Author keywords

CBIR; Correlation coefficient; Curvature scale space; Full curvature values; Resampling; Resizing; Shape classification

Indexed keywords

CORRELATION COEFFICIENT; CURVATURE SCALE SPACE; FULL CURVATURE VALUES; SHAPE CLASSIFICATION;

CLASSIFICATION (OF INFORMATION); ROBUSTNESS (CONTROL SYSTEMS); SPURIOUS SIGNAL NOISE;

IMAGE RETRIEVAL;

EID: 33846971651     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICHIS.2005.14     Document Type: Conference Paper

References (26)

1. W. Niblack, R. Barber, W. Equitz, M. Flickner, E. Glasman, D. Petkovic, P. Yanker, C. Faloutsos, and G. Taubin, "The QBIC project: querying images by content using color, texture and shape," in Proceedings of the SPIE - The International Society for Optical Engineering, vol. 1908, February 1993, pp. 173-187.
2. L. V. Batista and M. M. Meira, "Texture classification using the Lempel-Ziv-Welch algorithm." in Proceedings of the 17th Brazilian Symposium on Artificial Intelligence, São Luís, Maranhão, Brazil, September 2004, pp. 444-453.
3. J. R. Pomerantz, L. C. Sager, and R. J. Stoever, "Perception of wholes and of their component parts: some configural superiority effects," Journal of experimental psychology, vol. 3, no. 3, pp. 422-435, 1977.
4. T. Pavlidis, "Algorithms for shape analysis of contours and waveforms," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 2, no. 4, pp. 301-312, July 1980.
5. F. Mokhtarian and A. K. Mackworth, "Scale based description and recognition of planar curves and two-dimensional shapes," IEEE Trans. Pattern. Anal. Mach. Intell., vol. 8, no. 1, pp. 34-43, 1986.
6. _, "A theory of multiscale, curvature-based shape representation for planar curves," IEEE Trans. Pattern. Anal Mach. Intell., vol. 14, no. 8, pp. 789-805, 1992.
7. G. Dudek and J. K. Tsotsos, "Shape representation and recognition from multiscale curvature," Computer Vision and Image Understanding, vol. 68, no. 2, pp. 170-189, November 1997.
8. H. Freeman and A. Saaghri, "Generalized chain codes for planar curves," in Proceedings of the 4th International Joint Conference on Pattern Recognition, 1978, pp. 701-703.
9. E. R. Davies, Machine Vision: Theory, Algorithms, Practicalities, 1st ed. Academic Press, 1997.
10. C. Zahn and R. Roskies, "Fourier descriptors for plane closed curves," IEEE Transactions on Computers, vol. C-21, pp. 269-281, 1972.
11. E. Persoon and K. S. Fu, "Shape discrimination using Fourier descriptors," IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-7, no. 3, pp. 170-179, 1977.
12. H. Kauppinen, T. Seppanen, and M. Pietikainen, "An experimental comparison of autoregressive and Fourier-based descriptors in 2d shape classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 17, no. 2, pp. 201-207, 1995.
13. Q. Tieng and W. W. Boles, "Recognition of 2d object contours using the wavelet transform zero-crossing representation," IEEE Trans. Pattern Anal Mach. Intell., vol. 19, no. 8, pp. 910-916, 1997.
14. H. S. Yang, S. U. Lee, and K. M. Lee, "Recognition of 2d object contours using starting-point-independent wavelet coefficient matching," Journal of Visual Communication and Image Representation, vol. 9, pp. 171-181, 1998.
15. S. Loncaric, "A survey of shape analysis techniques," Pattern Recognition, vol. 31, no. 8, pp. 983-1001, 1998.
16. F. Mokhtarian, "Silhouette-based isolated object recognition through Curvature Scale Space," IEEE Trans. Pattern. Anal. Mach. Intell., vol. 17, no. 5, pp. 539-544, 1995.
17. F. Mokhtarian, S. Abbasi, and J. V. Kittler, "Efficient and robust retrieval by shape content through Curvature Scale Space," Amsterdam - The Netherlands, pp. 35-42, 1996.
18. S. Abbasi, F. Mokhtarian, and J. V. Kittler, "Enhancing CSS-based shape retrieval for objects with shallow concavities," Image and Vision Computing, vol. 18, no. 3, pp. 199-211, February 2000.
19. M. Daoudi and S. Matusiak, "Visual image retrieval by multiscale description of user sketches." Journal of Visual Languages and Computing, vol. 11, no. 3, pp. 287-301, 2000.
20. F. Mokhtarian, S. Abbasi, and J. Kittler, "Robust and efficient shape indexing through Curvature Scale Space," in Proceedings of British Machine Vision Conference, 1996, pp. 53-62.
21. F. Mokhtarian and M. Bober, Curvature Scale Space Representation: Theory, Applications and MPEG-7 Standardisation, 1st ed. Springer, 1998.
22. R. M. Haralik and L. G. Shapiro, Computer and Robot Vision. Vol. I. Reading, MA: Addison-Wesley, 1992.
23. D. Zhang and G. Lu, "Content-based shape retrieval using different shape descriptors: A comparative study." in Proc. of IEEE International Conference on Multimedia and Expo (ICME2001), Tokyo, Japan, 2001, pp. 317-320.
24. F. Mokhtarian and S. Abbasi, "Shape similarity retrieval under affine transforms," Pattern Recognition, vol. 35, no. 1, pp. 31-41, January 2002.
25. R. M. C. Junior and L. F. da Costa, "Towards effective planar shape representation with multiscale digital curvature analysis based on signal processing techniques," Pattern Recognition, vol. 29, no. 9, pp. 1559-1569, 1998.
26. C. W. D. de Almeida, J. v. d. Poel, L. V. Batista, and H. L. E. de Amorim, "Análise de Formas Baseada no Método da Curvature Scale Space para Tumores de Câncer de Mama," in Proceedings of the Brazilian Computer Society - SBC - WIM 2005. Brazilian Computer Society - SBC, June 2005, pp. 1-4.