Unsupervised multispectral image classification using MRF models and VQ method

IEEE Transactions on Geoscience and Remote Sensing

Volumn 37, Issue 2 II, 1999, Pages 1173-1176

  Yamazaki, Tatsuya ^a   Gingras, Denis ^a  

^a ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

Author keywords

Image classification; Markov random fields; Vector quantization

Indexed keywords

ALGORITHMS; IMAGE PROCESSING; MARKOV PROCESSES; MATHEMATICAL MODELS; SATELLITES; VECTOR QUANTIZATION;

IMAGE CLASSIFICATION; MARKOV RANDOM FIELD (MRF) MODELS;

REMOTE SENSING;

EID: 0033097917     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.752237     Document Type: Article

References (8)

1. B. Jeon and D. A. Landgrebe Classification with spatio-temporal interpixel class dependency contexts IEEE Trans. Geosci. Remote Sensing vol. 30 pp. 663-672 July 1992.
2. A. H. S. Solberg T. Taxt and A. K. Jain A Markov random field model for classification of multisource satellite imagery IEEE Trans . Geosci. Remote Sensing vol. 34 pp. 100-113 Jan. 1996.
3. T. Yamazaki and D. Gingras Image classification using spectral and spatial information based on MRF models IEEE Trans. Image Processing vol. 4 pp. 1333-1339 Sept. 1995.
4. J. E. Besag On the statistical analysis of dirty pictures J. R. Stat. Soc. B vol. 48 no. 3 pp. 259-302 1986.
5. A. Gersho and R. M. Gray Vector Quantization and Signal Compression. Boston MA: Kluwer 1996.
6. G. A. Carpenterer and S. Grossberg Pattern Recognition by Self-Organizing Neural Networks. Cambridge MA: MIT Press 1991.
7. Y. Linde A. Buzo and R. M. Gray An algorithm for vector quantizer design IEEE Trans. Commun. vol. COMM-28 pp. 84-95 Jan. 1980.
8. A. P. Dempster N. M. Laird and D. B. Rubin Maximum likelihood from incomplete data via the EM algorithm J. R. Stat. Soc. vol. 39 no. 1 pp. 1-38 1977.