Pol-SAR images classification using texture features and the complex Wishart distribution

IEEE National Radar Conference - Proceedings

Volumn , Issue , 2010, Pages 491-494

  Zhou, Guangyi ^a   Cui, Yi ^a   Chen, Yilun ^a   Yin, Junjun ^a   Yang, Jian ^a   Su, Yang ^b  

^a TSINGHUA UNIVERSITY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CO-OCCURRENCE-MATRIX; COMPLEX WISHART DISTRIBUTIONS; DISTANCE MEASURE; IMAGE-BASED; MAXIMUM LIKELIHOOD CLASSIFICATIONS; NASA/JPL AIRSAR; POLARIMETRIC SYNTHETIC APERTURE RADARS; SAR IMAGES; SUPERVISED CLASSIFICATION; TEXTURE CLASSIFICATION; TEXTURE FEATURES;

COVARIANCE MATRIX; IMAGE PROCESSING; IMAGING SYSTEMS; MAXIMUM LIKELIHOOD; POLARIMETERS; POLAROGRAPHIC ANALYSIS; RADAR; TEXTURES;

SYNTHETIC APERTURE RADAR;

EID: 77954892667     PISSN: 10975659     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RADAR.2010.5494572     Document Type: Conference Paper

References (11)

1. F. T. Ulaby, F. Kouyate, B. Brisco, and L. Williams, "Textural information in SAR images", IEEE Trans. Geosci. Remote Sensing, vol. GE-24, 1986, pp. 235-245.
2. C. J. Oliver, A. P. Blake, and R. G. White, "Optimum texture analysis of SAR images", Proc. SPIE Conf. Algorithms for Synthetic Aperture Radar Imagery, Orlando, Florida, Vol. 2230, 1994, pp. 389-398.
3. D. A. Clausi, "Comparison and fusion of co-occurrence, Gabor and MRF texture features for classification of SAR sea-ice imagery", Atmos.-Ocean, Vol. 39, NO. 3, 2001, pp. 183-194.
4. V. V. Chamundeeswari, D. Singh, and K. Singh, "An analysis of texture measures in PCA-based unsupervised classification of SAR images", IEEE Letters. Geosci. Remote Sensing, vol. 6, NO. 2, 2009, pp. 214-218.
5. G. Franceschetti, R. Lanari. "Synthetic aperture radar processing", CRC Press, 1999, pp. 3.
6. S. R. Cloude, and E. Pottier, "An entropy based classification scheme for land applications of polarimetric SAR", IEEE Trans. Geosci. Remote Sens., Vol. 35, NO. 1, 1997, pp. 68-78.
7. J. S. Lee, M. R. Grunes, et al., "Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution", Int. J. Remote Sensing, Vol. 15, NO. 11, 1994, pp. 2299-2311.
8. J. S. Lee, M. R. Grunes, et al., "Unsupervised classification using polarimetric decomposition and the complex Wishart classifier", IEEE Trans. Geosci. Remote Sensing, Vol. 37, NO. 5, 1999, pp. 2249-2257.
9. S. Fukuda, and H. Hirosawa, "A wavelet-based texture feature set applied to classification of multifrequency polarimetric SAR images", IEEE Trans. Geosci. Remote Sens., Vol. 37, NO. 5, 1999, pp. 2282-2286.
10. K. Ersahin, B. Scheuchl, and I. Cumming, "Incorporating texture information into polarimetric radar classification using neural networks", IGARSS 2004.
11. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for images classification", IEEE Trans. Syst., Man Cybern., Vol. 3, NO. 6, 1973, pp. 610-621.