Export 29 results:
Filters: Keyword is Feature Extraction  [Clear All Filters]
2013
Amelard, R., J. Glaister, A. Wong, and D. A. Clausi, "Melanoma decision support using lighting-corrected intuitive feature models", Computer Vision Techniques for the Diagnosis of Skin Cancer, pp. 193-219, 2013. PDF icon 306585_1_en_7_chapter_onlinepdf.pdf (1.24 MB)
2012
Amelard, R., A. Wong, and D. A. Clausi, "Extracting High-Level Intuitive Features (HLIF) For Classifying Skin Lesions Using Standard Camera Images", 9th Conference on Computer and Robot Vision, Toronto, 05/2012. PDF icon amelard_wong_clausi_crv2012_final.pdf (575.1 KB)PDF icon robert_amelard_-_hlif.pdf (708.66 KB)
Liu, L., P. Fieguth, D. A. Clausi, and G. Kuang, "Sorted Random Projections for Robust Rotation Invariant Texture Classification", Pattern Recognition, vol. 45, pp. 2405-2418, 05/12, 2012. PDF icon liu-sortedrandomprojections-pr.pdf (2.06 MB)
2010
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)
Zaboli, S., A. Tabibazar, and P. Fieguth, "Organ recognition using Gabor filters", 7th Canadian Conference on Computer and Robot Vision, 2010. PDF icon organ_recognition_using_gabor_filters.pdf (6.03 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
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)
2008
Wong, A., D. A. Clausi, and P. Fieguth, "Automatic registration of inter-band and inter-sensor images using robust complex wavelet feature representations", 5th Workshop on Pattern Recognition for Remote Sensing, Tampa, Florida, USA, 12/2008. PDF icon automatic_registration_of_inter-band_and_inter-sensor_images_using_robust_complex_wavelet_feature_representations.pdf (324.49 KB)
Mishra, A., P. Fieguth, and D. A. Clausi, "Robust snake convergence based on dynamic programming", 15th IEEE International Conference on Image Processing, San Diego, California, USA, 10/2008. PDF icon robust_snake_convergence_based_on_dynamic_programming.pdf (771.89 KB)
2007
Wong, A., and W. Bishop, "Robust invariant descriptor for symbol-based image recognition and retrieval", 1st IEEE International Conference on Semantic Computing, 2007. PDF icon robust_invariant_descriptor_for_symbol-based_image_recognition_and_retrieval.pdf (682.94 KB)
2006
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)
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)
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)
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)
2000
Cullen, J., P. Fieguth, S. Pounder, and K. Whitear, "Analysis of corneal images for assessing contact lens trauma", International Conference on Image Processing, Vancouver, 2000. PDF icon analysis_of_corneal_images_for_assessing_contact_lens_trauma.pdf (369.87 KB)
Clausi, D. A., and E. Jernigan, "Designing Gabor filters for optimal texture separability", Pattern Recognition, vol. 33, pp. 1835 - 1849, 2000. PDF icon designing_gabor_filters_for_optimal_texture_separability.pdf (877.65 KB)
Moyung, T. J., and P. Fieguth, "Incremental shape reconstruction using stereo image sequences", International Conference on Image Processing, 2000. PDF icon incremental_shape_reconstruction_using_stereo_image_sequences.pdf (382.81 KB)
1998
Clausi, D. A., and E. Jernigan, "A fast method to determine co-occurrence texture features", IEEE Transactions on Geoscience and Remote Sensing, vol. 36, issue 298 - 300, pp. 298 - 300, 1998. PDF icon a_fast_method_to_determine_co-occurrence_texture_features.pdf (93.35 KB)