Publications

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2015
R Medeiros, S., J. Scharcanski, and A. Wong, "Image Segmentation via Stochastic Regional Texture Appearance Models", Computer Vision and Image Understanding, 2015.
2012
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)
2011
Mishra, A., P. Fieguth, and D. A. Clausi, "Decoupled active contour (DAC) for boundary detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, pp. 310 - 324, 2011.
Mishra, A., P. Fieguth, and D. A. Clausi, "Decoupled active contour (DAC) for boundary detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, pp. 310 - 324, 2011. PDF icon decoupled_active_contour_dac_for_boundary_detection.pdf (7.01 MB)
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
Ochilov, S., and D. A. Clausi, "Automated classification of operational SAR sea ice images", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, 06/2010. PDF icon automated_classification_of_operational_sar_sea_ice_images.pdf (1.22 MB)
Mishra, A., S. Hariri, A. Moayed, K. Bizheva, P. Fieguth, and D. A. Clausi, "A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical coherence images of rat retina", 23rd Canadian Conference on Electrical and Computer Engineering (CCECE), Calgary, Alberta, Canada, 06/2010. PDF icon cellular_automata_based_semi-automatic_algorithm_for_segmentation_of_choroidal_blood_vessels.pdf (746.48 KB)
Mishra, A., P. Fieguth, and D. A. Clausi, "Decoupled active surface for volumetric image segmentation", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, 06/2010. PDF icon decoupled_active_surface_for_volumetric_image_segmentation.pdf (2.96 MB)
Tung, F., A. Wong, and D. A. Clausi, "Enabling scalable spectral clustering for image segmentation", Pattern Recognition, vol. 43, pp. 4069 - 4076, 2010. PDF icon enabling_scalable_spectral_clustering_for_image_segmentation.pdf (1.87 MB)
Koff, D., J. Scharcanski, L. da Silva, and A. Wong, "Interactive modeling and evaluation of tumor growth", Journal of Digital Imaging, vol. 23, pp. 755 - 768, 2010. PDF icon a_interactive_modeling_and_evaluation_of_tumor_growth.pdf (702.19 KB)
Wong, A., A. Mishra, J. Yates, P. Fieguth, D. A. Clausi, and J. Callaghan, "Intervertebral disc segmentation and volumetric reconstruction from peripheral quantitative computed tomography imaging", IEEE Transactions on Biomedical Engineering, vol. 56, pp. 2748 - 2751, 2010. PDF icon intervertebral_disc_segmentation_and_volumetric_reconstruction_from_peripheral_quantitative_computed_tomography_imaging.pdf (218.45 KB)
Mishra, A., and A. Wong, "KPAC: A kernel-based parametric active contour method for fast image segmentation", IEEE Signal Processing Letters, vol. 17, pp. 312 - 315, 2010. PDF icon kernel-based_parametric_active_contour_method_for_fast_image_segmentation.pdf (2.47 MB)
Qin, K., and D. A. Clausi, "Multivariate image segmentation using semantic region growing with adaptive edge penalty", IEEE Transactions on Image Processing, vol. 19, pp. 2157 - 2170, 2010. PDF icon multivariate_image_segmentation_using_semantic_region_growing_with_adaptive_edge_penalty.pdf (2.44 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)
Eichel, J. A., A. Mishra, D. A. Clausi, and P. Fieguth, "A novel algorithm for extraction of the layers of the cornea", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, 05/2009. PDF icon a_novel_algorithm_for_extraction_of_the_layers_of_the_cornea.pdf (5.27 MB)
Yang, X., and D. A. Clausi, "SAR sea ice image segmentation using an edge-preserving region-based MRF", 16th IEEE International Conference on Image Processing (ICIP), 11/2009. PDF icon sar_sea_ice_image_segmentation_using_an_edge-preserving_region-based_mrf.pdf (201.64 KB)
Wong, A., D. A. Clausi, and P. Fieguth, "SEC: Stochastic ensemble consensus approach to unsupervised SAR sea-ice segmentation", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, 05/2009. PDF icon sec_stochastic_ensemble_consensus_approach_to_unsupervised_sar_sea-ice_segmentation.pdf (930.23 KB)
2008
N Kachouie, N., and P. Fieguth, "Background estimation for microscopic cellular images", 15th IEEE International Conference on Image Processing, 2008, 2008. PDF icon background_estimation_for_microscopic_cellular_images.pdf (175.56 KB)
Wong, A., and W. Bishop, "Deblocking of block-transform compressed images using phase-adaptive shifted thresholding", IEEE International Symposium on Multimedia, 2008. PDF icon deblocking_of_block-transform_compressed_images_using_phase-adaptive_shifted_thresholding.pdf (1.14 MB)
Yu, Q., and D. A. Clausi, "IRGS: Image segmentation using edge penalties and region growing", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 2126 - 2139, 2008. PDF icon image_segmentation_using_edge_penalties_and_region_growing.pdf (5.14 MB)
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)
Yang, X., and D. A. Clausi, "SAR sea ice image segmentation based on edge-preserving watersheds", 4th Annual Canadian Conference on Computer and Robot Vision, Montreal, Quebec, Canada, 05/2007. PDF icon sar_sea_ice_image_segmentation_based_on_edge-preserving_watersheds.pdf (1.19 MB)
N Kachouie, N., P. Fieguth, and E. Jervis, "Stem-cell localization: a deconvolution problem", 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. PDF icon stem-cell_localization_a_deconvolution_problem.pdf (495.71 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, "Filament preserving segmentation for SAR sea ice imagery using a new statistical model", 18th International Conference on Pattern Recognition (ICPR), Hong Kong, 08/2006. PDF icon filament_preserving_segmentation_for_sar_sea-ice_imagery_using_a_new_statistical_model.pdf (654.24 KB)
Wesolkowski, S., and P. Fieguth, "Hierarchical region mean-based image segmentation", 3rd Canadian Conference on Computer and Robot Vision, 2006. PDF icon hierarchical_region_mean_based_image_segmentation.pdf (205.22 KB)
N Kachouie, N., J. Alirezaie, and P. Fieguth, "A hybrid algorithm using discrete cosine transform and Gabor filter bank", 17th Canadian Conference on Electrical and Computer Engineering, 2006. PDF icon a_hybrid_algorithm_using_discrete_cosine_transform_and_gabor_filter_bank_for_texture_segmentation.pdf (390.47 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)
Ramunas, J., N. N Kachouie, P. Fieguth, and E. Jervis, "A statistical thresholding method for cell tracking", 2006 IEEE International Symposium on Signal Processing and Information Technology, 2006.
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)
N Kachouie, N., L. J. Lee, and P. Fieguth, "A probabilistic living cell segmentation model", International Conference on Image Analysis and Recognition, 2005. PDF icon a_probabilistic_living_cell_segmentation_model.pdf (113.5 KB)
2004
Clausi, D. A., and B. Yue, "Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 42, pp. 215 - 228, 2004. PDF icon comparing_cooccurrence_probabilities_and_markov_random_fields_for_texture_analysis_of_sar_sea_ice_imagery.pdf (2.51 MB)
Clausi, D. A., and H. Deng, "Feature fusion for image texture segmentation", 17th International Conference on Pattern Recognition (ICPR), 2004. PDF icon feature_fusion_for_image_texture_segmentation.pdf (334.95 KB)
Clausi, D. A., and B. Yue, "Texture segmentation comparison using grey level co-occurrence probabilities and Markov random fields", 17th International Conference on Pattern Recognition (ICPR), Cambridge, United Kingdom, 08/2004. PDF icon texture_segmentation_comparison_of_grey_level_co-occurrence_probabilities_and_markov_random_fields.pdf (403.09 KB)
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)
2003
Wesolkowski, S., and P. Fieguth, "Color image segmentation using connected regions", 16th Canadian Conference on Electrical and Computer Engineering, 2003. PDF icon color_image_segmentation_using_connected_regions.pdf (303.02 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)
Wesolkowski, S., and P. Fieguth, "A probabilistic framework for image segmentation", IEEE International Conference on Image Processing, 2003. PDF icon a_probabilistic_framework_for_image_segmentation.pdf (335.66 KB)
2002
Wesolkowski, S., and P. Fieguth, "Adaptive color image segmentation using Markov random fields", International Conference on Pattern Recognition, Rochester, NY, 2002. PDF icon adaptive_color_image_segmentation_using_markov_random_fields.pdf (293.05 KB)
Clausi, D. A., "K-means Iterative Fisher (KIF) unsupervised clustering algorithm applied to image texture segmentation", Pattern Recognition, vol. 35, pp. 1959 - 1972, 2002. PDF icon k-means_iterative_fisher_unsupervised_clustering_algorithm_applied_to_image_texture_segmentation.pdf (417.25 KB)
Wesolkowski, S., and P. Fieguth, "A Markov random fields model for hybrid edge and region based colour image segmentation", 15th Canadian Conference on Electrical and Computer Engineering, 2002. PDF icon a_markov_random_fields_model_for_hybrid_edge_and_region_based_colour_image_segmentation.pdf (538.63 KB)
2001
Booth, S., and D. A. Clausi, "Image segmentation using MRI vertebral cross-sections", 14th Canadian Conference on Electrical and Computer Engineering, 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
Schneider, M., P. Fieguth, W. C. Karl, and A. S. Willsky, "Multiscale statistical methods for the segmentation of signals and images", IEEE Transactions on Image Processing, vol. 9, pp. 456 - 468, 2000. PDF icon multiscale_methods_for_the_segmentation_of_images.pdf (278.94 KB)
1996
Schneider, M., P. Fieguth, W. C. Karl, and A. S. Willsky, "Multiscale Methods for the Segmentation of Images", ICASSP '96, 1996. PDF icon multiscale_methods_for_the_segmentation_of_images.pdf (278.94 KB)