Publications

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2010
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)
2008
Mishra, A., A. Wong, W. Zhang, D. A. Clausi, and P. Fieguth, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)", 30th Annual Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, British Columbia, Canada, 08/2008. PDF icon improved_interactive_medical_image_segmentation_using_enhanced_intelligent_scissors.pdf (1.02 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)
Wong, A., A. Mishra, P. Fieguth, D. A. Clausi, N. M. Dunk, and J. Callaghan, "Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex wavelets", 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, British Columbia, Canada, 08/2008. PDF icon shape-guided_active_contour_based_segmentation_and_tracking_of_lumbar_vertebrae_in_video_fluoroscopy_using_complex_wavelets.pdf (1.55 MB)
N Kachouie, N., P. Fieguth, and E. Jervis, "Watershed deconvolution for cell segmentation", 30th Annual Conference of the IEEE Engineering in Medicine and Biology Society, 2008. PDF icon watershed_deconvolution_for_cell_segmentation.pdf (563.31 KB)
2005
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)
Korhonen, M., D. A. Clausi, and E. Jernigan, "Modeling emotional content of music using system identification", IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 36, pp. 588 - 599, 2005. PDF icon modeling_emotional_content_of_music_using_system_identification.pdf (475.55 KB)Package icon 2desdata.zip (166.6 KB)
Khellah, F. M., P. Fieguth, M. J. Murray, and M. R. Allen, "Statistical processing of large image sequences", IEEE Transactions on Image Processing, vol. 14, pp. 80 - 93, 2005. PDF icon statistical_processing_of_large_image_sequences.pdf (978.77 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)
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)