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Filters: Keyword is image classification  [Clear All Filters]
2012
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)
2011
Liu, Y., A. Wong, and P. Fieguth, "Synthesis of remote sensing label fields using a tree-structured hierarchical model", IEEE Transactions on Geoscience and Remote Sensing, vol. 49, pp. 2060-2070, 2011. PDF icon synthesis_of_remote_sensing_label_fields_using_a_tree-structured_hierarchical_model.pdf (1.5 MB)
2010
Yu, P., D. A. Clausi, and S. Howell, "Fusing AMSR-E and QuikSCAT imagery for improved sea ice recognition", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, pp. 1980 - 1989, 2010. PDF icon fusing_amsr-e_and_quikscat_imagery_for_improved_sea_ice_recognition.pdf (1.96 MB)
Ahmadi, E., Z. Azimifar, P. Fieguth, and S. Ayatollahi, "Image synthesis using conditional random fields", 17th IEEE International Conference on Image Processing (ICIP), 2010. PDF icon image_synthesis_using_conditional_random_fields.pdf (282.63 KB)
Clausi, D. A., K. Qin, M. S. Chowdhury, P. Yu, and P. Maillard, "MAGIC: MAp-Guided Ice Classification system for operational analysis", Canadian Journal of Remote Sensing, vol. 36, pp. S13 - S25, 2010. PDF icon map-guided_ice_classification.pdf (3.92 MB)
Liu, L., and P. Fieguth, "Texture classification using compressed sensing", This paper presents a simple, novel, yet very powerful approach for texture classification based on compressed sensing and bag of words model, suitable for large texture database applications with images obtained under unknown viewpoint and illumination. , 2010. PDF icon texture_classification_using_compressed_sensing.pdf (4.52 MB)
2009
Wong, A., W. Zhang, and D. A. Clausi, "IceSynth: An image synthesis system for sea-ice segmentation evaluation", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, 05/2009. PDF icon icesynth_an_image_synthesis_system_for_sea-ice_segmentation_evaluation.pdf (1.05 MB)
2008
Yu, P., D. A. Clausi, R. De Abreu, and T. Agnew, "Combining AMSR-E and QuikSCAT image data to improve sea ice classification", 5th Workshop on Pattern Recognition for Remote Sensing, Tampa, Florida, USA, 12/2008. PDF icon combining_amsr-e_and_quikscat_image_data_to_improve_sea_ice_classification.pdf (144.53 KB)
2007
N Kachouie, N., and P. Fieguth, "A medical texture local binary pattern for TRUS prostate segmentation", 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. PDF icon a_medical_texture_local_binary_pattern_for_trus_prostate_segmentation.pdf (888.22 KB)
2006
Kachouie, N., N. Nezamoddin, P. Fieguth, and S. Rahnamayan, "An elliptical level set method for automatic TRUS prostate image segmentation", IEEE International Symposium on Signal Processing and Information Technology, 2006. PDF icon an_elliptical_level_set_method_for_automatic_trus_prostate_image_segmentation.pdf (475.54 KB)
Yu, Q., and D. A. Clausi, "Filament preserving model (FPM) segmentation applied to SAR sea-ice imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 44, pp. 3687 - 3694, 2006. PDF icon filament_preserving_model_segmentation_applied_to_sar_sea-ice_imagery.pdf (654.24 KB)
Yu, Q., and D. A. Clausi, "Joint image segmentation and interpretation using iterative semantic region growing on SAR sea ice imagery", 18th International Conference on Pattern Recognition (ICPR), Hong Kong, 08/2006. PDF icon joint_image_segmentation_and_interpretation_using_iterative_semantic_region_growing_on_sar_sea_ice_imagery_0.pdf (943.73 KB)
2005
Quddus, A., P. Fieguth, and O. Basir, "Adaboost and support vector machines for white matter lesion segmentation in MR images", 27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005. PDF icon adaboost_and_support_vector_machines_for_white_matter_lesion_segmentation_in_mr_images.pdf (342.42 KB)
Yu, Q., and D. A. Clausi, "Combining local and global features for image segmentation using iterative classification and region merging", 2nd Canadian Conference on Computer and Robot Vision, 05/2005. PDF icon combining_local_and_global_features_for_image_segmentation.pdf (728.1 KB)
Maillard, P., and D. A. Clausi, "Comparing classification metrics for labeling segmented remote sensing images", 2nd Annual Canadian Conference on Computer and Robot Vision, Victoria, B.C., Canada, 05/2005. PDF icon comparing_classification_metrics_for_labeling_segmented_remote_sensing_images.pdf (503.82 KB)
Clausi, D. A., and H. Deng, Design-based texture feature fusion using Gabor filters and co-occurrence probabilities, vol. 14, pp. 925 - 936, 2005. PDF icon design-based_texture_feature_fusion_using_gabor_filters_and_co-occurrence_probabilities.pdf (924.52 KB)
Maillard, P., D. A. Clausi, and H. Deng, "Operational map-guided classification of SAR sea ice imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, pp. 2940 - 2951, 2005. PDF icon operational_map-guided_classification_of_sar_sea_ice_imagery.pdf (1.51 MB)
2004
Deng, H., and D. A. Clausi, "Gaussian MRF rotation-invariant features for image classification", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, pp. 951 - 955, 2004. PDF icon gaussian_mrf_rotation-invariant_features_for_sar_sea_ice_classification.pdf (629.04 KB)
2003
Deng, H., and D. A. Clausi, "Advanced Gaussian MRF rotation-invariant texture features for classification of remote sensing imagery", 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Madison, WI, USA, 2003. PDF icon advanced_gaussian_mrf_rotation-invariant_texture_features_for_classification_of_remote_sensing_imagery.pdf (428.59 KB)
Clausi, D. A., and H. Deng, "Operational segmentation and classification of SAR sea ice imagery", 2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, An Honorary Workshop for Prof. David A. Landgrebe, 2003. PDF icon operational_segmentation_and_classification_of_sar_sea_ice_imagery.pdf (1.63 MB)
2001
Yue, B., and D. A. Clausi, "Sea ice segmentation using Markov random fields", IEEE Geoscience and Remote Sensing Symposium, 2001. PDF icon sar_sea_ice_image_segmentation_using_markov_random_fields.pdf (417.33 KB)
2000
Fieguth, P., and R. Wan, "Fast retrieval methods for images with significant variations", International Conference on Image Processing, 2000. PDF icon fast_retrieval_methods_for_images_with_significant_variations.pdf (317.38 KB)