Texture feature fusion for high resolution satellite image classification

Proceedings of the Conference on Computer Graphics, Imaging and Vision: New Trends 2005

Volumn 2005, Issue , 2005, Pages 19-23

  Zhao, Yindi ^a   Zhang, Liangpei ^a   Li, Pingxiang ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA PROCESSING; INFORMATION RETRIEVAL; MARKOV PROCESSES; SENSOR DATA FUSION;

FUSION ALGORITHM; MARKOV RANDOM FIELDS (MRF); MULTI-CHANNEL GABOR FILTERS (MCGF);

IMAGE PROCESSING;

EID: 33748858708     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CGIV.2005.76     Document Type: Conference Paper

References (10)

1. A.C. Bovik, M. Clark, and W.S. Geisler, "Multichannel Texture Analysis Using Localized Spatial Filters", IEEE Transactions on Pattern Analysis and Machine Intelligence 12(1), 1990, pp. 55-73.
2. E. Cesmeli and D.L. Wang, "Texture Segmentation Using Gaussian-Markov Random Fields and Neural Oscillator Networks", IEEE Transactions on Neural Network, 12(2), 2001, pp. 394-404.
3. D.A. Clausi, "Comparison and Fusion of Co-occurrence, Gabor, and MRF Texture Features for Classification of SAR Sea Ice Imagery", Atmosphere & Oceans, 39(4), 2001, pp. 183-194.
4. D.A. Clausi and M.Ed Jernigan, "Designing Gabor Filters for Optimal Texture Separability", Pattern Recognition, 33(11), 2000, pp. 1835-1849.
5. A.K. Jain and F. Farrokhnia, "Unsupervised Texture Segmentation Using Gabor Filters", Pattern Recognition, 24(12), 1991, pp. 1167-1186.
6. G. Sharma and R. Chellappa, "A Model Based Approach for the Estimation of 2-D Maximum Entropy Power Spectra", IEEE Transaction on Information Theory, 31(1), 1985, pp. 90-99.
7. BS Manjunath and R. Chellappa, "Unsupervised Texture Segmentation Using Markov Random Field Models", IEEE Trans. Pattern Analysis and Machine Intelligence, 13(5), 1991, pp. 478-482.
8. P. Pudil, J. Novovicova and J. Kittler, "Floating Search Methods in Feature Selection", Pattern Recognition Letters, 15(11), 1994, pp. 1119-1125.
9. Richard O. Duda, Peter E. Hart and David G. Stork, Pattern Recognition(Second Edition), New York :Wiley, 2001.
10. R. Kashyap and R. Chellappa. "Estimation and Choice of Neighbors in Spatial Interaction Models of Images", IEEE Transaction on Information Theory, 29(1), 1983, pp. 60-72.