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Xu, L., and J. Li, "Bayesian classification of hyperspectral imagery based on probabilistic sparse representation and Markov random field", IEEE Geoscience and Remote Sensing Letters, vol. 11, issue 4, pp. 823 - 827, 2014. PDF icon 2014-xu-grsl_0.pdf (610.65 KB)
Liu, L., Y. Long, P. Fieguth, S. Lao, and G. Zhao, "BRINT: Binary Rotation Invariant and Noise Tolerant Texture Classification", IEEE Transactions on Image Processing, vol. 23, 2014. PDF icon tipacceptedsubmitdouble.pdf (2.13 MB)
Yang, X., and D. A. Clausi, "Evaluating SAR sea ice image segmentation using edge-preserving region-based MRFs.", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 5, issue 5, pp. 1383-1393, 2012. PDF icon r3-evaluating_sar_sea_ice_image_segmentation.pdf (972.23 KB)
Ochilov, S., and D. A. Clausi, "Unsupervised operational SAR sea ice image classification", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 11, pp. 4397-4408, 2012. PDF icon operation_sar.pdf (948.72 KB)
Yu, P., D. A. Clausi, and K. Qin, "Unsupervised polarimetric SAR image segmentation and classification using region growing with edge penalty", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 4, pp. 1302 - 1317, 2012. PDF icon unsupervised_polarimetric_sar_image_segmentation_and_classification_using_region_growing_with_edge_penalty.pdf (737.81 KB)Package icon polarirgs_groundtruth.zip (15.78 KB)
Wong, A., P. Yu, W. Zhang, and D. A. Clausi, "Icesynth II: Synthesis of SAR sea-ice imagery using region-based posterior sampling", IEEE Geosciences and Remote Sensing Letters, vol. 7, pp. 348 - 351, 2010. PDF icon icesynth_ii_synthesis_of_sar_sea-ice_imagery_using_region-based_posterior_sampling_0.pdf (668.42 KB)
Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, issue 12, pp. 528 - 538, 2005. PDF icon deng_and_clausi_-_sar_sea_ice_and_novel_mrf_-_ieee_geoscience_2005.pdf (3 MB)