On the application of Gabor filtering in supervised image classification

International Journal of Remote Sensing

Volumn 24, Issue 10, 2003, Pages 2167-2189

  Angelo, N Pizzolato ^a   Haertel, V ^a  

^a FEDERAL UNIVERSITY OF RIO GRANDE DO SUL   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

FOURIER TRANSFORMS; IMAGE ANALYSIS; IMAGE SENSORS; MAXIMUM LIKELIHOOD ESTIMATION;

IMAGE TEXTURE;

REMOTE SENSING;

ALGORITHM; FILTER; IMAGE CLASSIFICATION; REMOTE SENSING; TEXTURE;

EID: 0038445120     PISSN: 01431161     EISSN: None     Source Type: Journal    
DOI: 10.1080/01431160210163146     Document Type: Article

References (9)

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4. DUNN, D. F., and HIGGINS, W. E., 1996, Optimal Gabor filter for texture segmentation. IEEE Transactions on Image Processing, 4, 947-963.
5. GABOR, D., 1946, Theory of communication. Journal of the Institute of Electrical Engineers, 93, 429-457.
6. HARALICK, R., 1979, Statistical and structural approaches to texture. Proceedings of the IEEE, 67, 786-803.
7. JAIN, A. K., and FARROKHNIA, F., 1991 Unsupervised texture segmentation using Gabor filters. Pattern Recognition, 24, 1167-1186.
8. RAGHU, P. P., POONGODI, R., and YEGNANARAYANA, B. A., 1995, A combined neural network approach for texture classification. Neural Networks, 8, 975-987.
9. SKLANSKY, J., 1978, Image segmentation and feature extraction. IEEE Transactions on Systems, Man, and Cybernetics, 13, 907-916.