Color texture analysis using the wavelet-based hidden Markov model

Pattern Recognition Letters

Volumn 26, Issue 11, 2005, Pages 1710-1719

  Xu, Qing ^a   Yang, Jie ^a   Ding, Siyi ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Color texture analysis; Multivariate Gaussian mixture model; Wavelet domain hidden Markov model

Indexed keywords

COLOR; COMPUTATIONAL COMPLEXITY; MARKOV PROCESSES; TEXTURES; VECTORS; WAVELET TRANSFORMS;

COLOR PLANES; COLOR TETXURE ANALYSIS; MULTIVARIATE GAUSSIAN MIXTURE MODEL; WAVELET-DOMAIN HIDDEN MARKOV MODEL;

IMAGE ANALYSIS;

EID: 19944424141     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2005.01.013     Document Type: Article

References (16)

1. T. Caeli, and D. Reye On the classification of the image regions by color, texture and shape Pattern Recognition 26 4 1993 461 470
2. H. Choi, and R. Baraniuk Multi-scale image segmentation using wavelet-domain hidden Markov models IEEE Trans. Image Process. 10 9 2001 1309 1321
3. M.S. Crouse, R.D. Nowak, and R.G. Baraniuk Wavelet-based statistical signal processing using hidden Markov model IEEE Trans. Signal Process. 46 4 1998 886 902
4. M.N. Do, and M. Vetterli Rotation invariant texture classification and retrieval using steerable wavelet-domain hidden Markov models IEEE Trans. Multimedia 4 4 2002
5. M.N. Do, and M. Vetterli Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance IEEE Trans. Image Process. 11 2002 146 158
6. Fan, G., Xia, X.G., 2000a. Maximum likelihood texture analysis and classification using wavelet-domain hidden Markov models. In: Proc. 34th Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, October
7. Fan, G., Xia, X.G., 2000b. Multi-scale texture segmentation using hybrid contextual labeling tree. In: Proc. IEEE Internat. Conf. on Image Processing, Vancouver, Canada
8. S. Krishnamachari, and R. Chellappa Multi-resolution Gauss-Markov random field models for texture segmentation IEEE Trans. Image Process. 6 2 1997
9. A. Laine, and J. Fan Texture classification by wavelet packet signatures IEEE Trans. Pattern Anal. Machine Intell. 15 11 1993 1186 1191
10. Y. Ohta Knowledge based interpretation of outdoor natural scenes 1985 Pitman Publishing London
11. J.K. Romberg, H. Choi, and R.G. Baraniuk Bayesian tree-structured image modeling using wavelet-domain hidden Markov models IEEE Trans. Image Process. 10 2001 1056 1068
12. Tan, S.C., Kittler, J., 1993. Color texture classification using features from color histogram. In: Proc. 8th Scand. Conf. on Image Analysis, pp. 807-813
13. P.M. Tardif, and A. Zaccarin Multi-scale autoregressive image representation for texture segmentation Image Process. VIII 3 026 1997 327 337
14. University of Oulu texture database. Available from: 〈 http://www.outex.oulu.fi/outex.php 〉
15. Van de Wouwer, G., Livens, S., Scheunders, P., Van Dyck, D., 1998. Color texture classification by wavelet energy correlation signatures. Pattern Recognition, Special issue on Color and Texture Analysis
16. Wan, X., Kuo, C.C.J., 1996. Color distribution analysis and quantization for image retrieval. In: SPIE Proc., vol. 2670