Statistical image modeling using von mises distribution in the complex directional wavelet domain

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2008, Pages 2885-2888

  Vo, An P N ^a   Oraintara, Soontorn ^a   Nguyen, Truong T ^b  

^a The University of Texas at Arlington   (United States)

^b PSL RESEARCH UNIVERSITY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ENHANCEMENT; IMAGE RETRIEVAL; STATISTICAL METHODS; TECHNICAL PRESENTATIONS;

DIRECTIONAL WAVELETS; INTERNATIONAL SYMPOSIUM; VON MISES DISTRIBUTION;

FEATURE EXTRACTION;

EID: 51749116500     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2008.4542060     Document Type: Conference Paper

References (18)

1. S. G. Malat, A wavelet tour of signal processing. San Diego: Academic Press, 1998.
2. M. Course, R. D. Nowak, and R. G. Baraniuk, "Wavelet-based signal processing using hidden Markov models," IEEE Trans. Signal Processing. (Special Issue on Wavelet and Filter banks), pp. 886-902, Apr 1998.
3. M. J. Wainwright and E. P. Simoncelli, "Scale mixtures of Gaussians and the statistics of natural images," Adv. Neural Information Processing Systems, vol. 12, pp. 855-861, 2000.
4. L. Sendur and I. Selesnick, "Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency," IEEE Transactions on Signal Processing, vol. 50, no. 11, Nov 2002.
5. A. V. Oppenheim and J. S. Lim, "The importance of phase in signals," in Proc. of the IEEE, vol. 69, 1981, pp. 529-541.
6. M. C. Morrone and R. A. Owens, "Feature detection from local energy," Pattern Recognition Letters, vol. 6, no. 5, pp. 303-313, Dec 1987.
7. P. Kovesi, "Image features from phase congruency," Videre: A Journal of Computer Vision Research, vol. 1, no. 3, pp. 2-26, Summer 1999.
8. J. Portilla and E. P. Simoncelli, "A parametric texture model based on joint statistics of complex wavelet coefficients," Int'l Journal of Computer Vision, vol. 40, no. 1, pp. 49-71, Oct 2000.
9. Z. Wang and E. P. Simoncelli, "Local phase coherence and the perception of blur," in Advances in Neural Information Processing Systems, M. Press, Ed., vol. 16, May 2004.
10. R. Anderson, N. Kingsbury, and J. Fauqueur, "Coarse-level object recognition using interlevel products of complex wavelets," in Proc. ICIP, vol. 1, Sept 2005.
11. _, "Determining multiscale image feature angles from complex wavelet phases," in Proc. ICIAR, Sept 2005.
12. A. Vo, S. Oraintara, and T. Nguyen, "Using phase and magnitude information of the complex directional filter bank for texture image retrieval," in Proc. ICIP, 2007.
13. K. Mardia and P. Jupp, Directional Statistics. John Wiley and Sons, 2000.
14. B. Manjunath and W. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. on PAMI, vol. 18, no. 8, pp. 837-42, Aug 1996.
15. T. Nguyen and S. Oraintara, "A shift-invariant multiscale multidirection image decomposition," in Proc. ICASSP'06, France, May 2006, pp. 153-156.
16. E. Candes, L. Demanet, D. Donoho, and L. Ying, "Fast discrete curvelet transforms," Multiscale Modeling Simulation, vol. 5, no. 3, pp. 861-899, 2006.
17. N. G. Kingsbury, "Complex wavelets for shift invariant analysis and filtering of signals," Journal of Applied and Computaional Harmonic Analysis, vol. 10, no. 3, pp. 234-253, May 2001.
18. M. Do and M. Vetterli, "Rotation invariant texture characterization and retrieval using steerable wavelet-domain hmms," IEEE Trans. on Multimedia, no. 4, pp. 517-527, Dec 2002.