Independent filters for texture classification

IEEE International Conference on Image Processing

Volumn 3, Issue , 2002, Pages

  Liu, XiuWen ^a   Cheng, Lei ^a  

^a Florida State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER VISION; IMAGE SEGMENTATION; IMAGE UNDERSTANDING; OBJECT RECOGNITION; SIGNAL FILTERING AND PREDICTION;

FILTER RESPONSES; INDEPENDENT FILTERS; MARGINAL DISTRIBUTIONS; OBJECT CLASSIFICATION; PIXELS; TEXTURE CLASSIFICATION;

IMAGE ANALYSIS;

EID: 0036453485     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. P. Comon, "Independent component analysis, a new concept?" Signal Processing, vol. 36(4), pp. 287-314, 1994.
2. D. J. Heeger and J. R. Bergen, "Pyramid-based texture analysis/synthesis," in Proceedings of SIGGRAPHS, pp. 229-238, 1995.
3. A. Hyvärinen, "Fast and robust fixed-point algorithm for independent component analysis," IEEE Transactions on Neural Networks, vol. 10(3), pp. 626-634, 1999.
4. A. Hyvärinen, "Survey on independent component analysis," Neural Computing Surveys, vol. 2, pp. 194-128, 1999.
5. A. Hyvärinen and E. Oja, "Independent component analysis: Algorithms and applications," Neural Networks, vol. 13, pp. 411-430, 2000.
6. X. W. Liu and A. Srivastava, "3D object recognition using perceptual components," in Proceedings of the International Joint Conference on Neural Networks, vol. 1, pp. 553-558, 2001.
7. X. W. Liu and D. L. Wang, "Appearance-based recognition using perceptual components," in Proceedings of the International Joint Conference on Neural Networks, vol. 3, pp. 1943-1948, 2001.
8. X. W. Liu, D. L. Wang, and A. Srivastava, "Image segmentation using local spectral histograms," in Proceedings of the International Conference on Image Processing, 2001.
9. B. A. Olshausen and D. J. Field, "Emergence of simple-cell receptive field properties by learning a sparse code for natural images," Nature, vol. 381, pp. 607-609, 1996.
10. T. Randen and J. H. Husoy, "Filtering for texture classification: A comparative study," IEEE Transactions on Pattern Recognition and Machine Intelligence, vol. 21(4), pp. 291-310, 1999.
11. S. C. Zhu, X. Liu, and Y. N. Wu, "Exploring texture ensembles by efficient Markov Chain Monte Carlo," IEEE Trans. Pattern Anal. Machine Intell., vol. 22, pp. 554-569, 2000.