Publications

Export 9 results:
Filters: Keyword is Markov random field (MRF)  [Clear All Filters]
2014
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)
2012
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)
2010
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)
2005
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)
2004
Deng, H., and D. A. Clausi, "Unsupervised image segmentation using a simple MRF model with a new implementation scheme", Pattern Recognition, vol. 37, pp. 2323–2335, 2004. PDF icon unsupervised_image_segmentation_using_a_simple_mrf_model_with_a_new_implementation_scheme.pdf (1.06 MB)
Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using MRF models", 1st Canadian Conference on Computer and Robot Vision, London, Ontario, Canada, 05/2004. PDF icon unsupervised_segmentation_of_synthetic_aperture_radar_sea_ice_imagery_using_mrf_models.pdf (2.01 MB)