Short biography
I completed my Ph.D. in Systems Design Engineering in 1996 and immediately afterwards, I worked in software medical imaging field at Agfa (nee Mitra) in Waterloo, Ontario. I started my academic career in 1997 as an Assistant Professor in Geomatics Engineering at the University of Calgary, Canada. In 1999, I returned to my alma mater and I am now a Professor specializing in the fields of Intelligent and Environmental Systems. In addition, I am the departmental Graduate Chair. I was the Co-chair of IAPR Technical Committee 7 – Remote Sensing during 2004-2006. I have received two Outstanding Performance Awards, two Distinguished Performance Awards, the Sanford Fleming Teaching Excellence Award, and a U. of Calgary Teaching Excellence Award. In 2010, I received the award for “Research Excellence and Service to the Research Community” by the Canadian Image Processing and Pattern Recognition Society (CIPPRS).
Research interests
My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on the automated interpretation of SAR (synthetic aperture radar) and biomedical imagery. I am an active interdisciplinary and multidisciplinary researcher, publishing refereed journal and conference papers in the diverse fields of remote sensing, computer vision, algorithm design, and biomechanics. My research efforts have led to successful commercial implementations including creating and selling a startup company (CREZ).
Students
Supervision - Current
Yuan Fang (PDF), Xinwei Chen (PDF), Javier Noa Turnes (Ph.D.), Mingzhe Jiang (Ph.D.), Marjan Fatemeh Shahi (Ph.D.), Eddie Park (Ph.D.), Saeid Taleghani (Ph.D.), Harish Prakash (M.A.Sc.), Bavesh Balaji (M.A.Sc.), Muhammed Patel (M.A.Sc.), Fernando J. Pena Cantu (M.A.Sc.), Jason Shang (M.A.Sc.), Neil Brubacher (M.A.Sc.), Ilir Lazoja (M.A.Sc.)
Supervision - Completed
PDF: Mehrnaz Fani (2022), Seyed Mahmoud Famouri (2020), Linlin Xu (2018), Lei Wang (2016), Hicham Sekkati (2016), Bi Hongbo (2015), Shelley Wang (2014), Christian Scharfenberger (2014), Parthipan Siva (2013), Zhijie Wang (2012), Kai (Alex) Qin (2009), Philippe Maillard (2005), Xuezhi (Bruce) Yang (2005), Huawu (Gordon) Deng (2004)
Ph.D: Kanav Vats (2022), Mohsen Ghanbari (2021), Nazanin Asadi (2019), Robert Amelard (2017), Daniel Cho (2016), Keyvan Kasiri (2016), Farnoud Kazemzadeh (2016), Fan Li (2015), Shahid Haider (2015), Justin Eichel (2013), Shimon Schwartz (2013), Li Shen (2012 - Visitor), Shuhrat Ochilov (2012), Li Liu (2011 - Visitor), Amir H. Shabani (2011), Alexander Wong (2010), Akshaya Mishra (2010), Qiyao Yu (2006), Mohamed Ali (2003)
M.A.Sc: Max Manning (2022), Marawan Abdel Hameed (2022), Yifan Wu (2022), Brennan Gebotys (2022), Pascale Walters (2021), Christopher Dulhanty (2020), Peter Lee (2020), Keerthijan Radhakrishnan (2020), Vignesh Sankar (2018), Helmut Neher (2018), Avery Ma (2018), Marie Hoekstra (2018 - M.Sc.), Brendan Chwyl (2016), Edward Li (2016), Jason Deglint (2016), Devinder Kumar (2016), Jeffrey Glaister (2013), Steven Leigh (2013), Abhishek Kumar (2012), Namrata Bandekar (2012), Neil Cavan(2011), Fred Tung (2010), Peter Yu (2009), Wen Zhang (2009), Natalie El-Nabbout (2008), Damian Kwok (2007),Kurtis McBride (2007), Peter Iles (2005), Mark Korhonen (2004), Rishi Jobanputra (2004), Renyan (Ryan) Ge (2003),Shannon Puddister (2003), Simon Booth (2003), Bing Yue (2001)
Research topics
Image Segmentation/Classification
Research demos
3D Reconstruction of Underwater Scenes
Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals
Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation
Satellite SAR Sea Ice Classification
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images
Stereo Vision for Dimension Estimation
Publications
Journal articles
Wang, L., Scott, K.A., Xu., L., D. A. Clausi "Sea ice concentration estimation during melt from dual-polarized SAR images using deep convolutional networks: A case study." IEEE Trans. Geosci. Rem. Sensing. 2016. Details
Wang, L., Scott, K.S., and D. A. Clausi "Improved sea ice concentration estimation through fusing classified SAR imagery and AMRS-E data." Canadian Journal of Remote Sensing. 2016. Details
Scharfenberger, C., A. Chung, A. Wong, and D. A. Clausi, "Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images", IEEE Access, vol. 4, pp. 48-60, 2016. Details
Xu, L., J. M. Shafiee, A. Wong, and D. A. Clausi, "Fully-Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-spot Detection In SAR Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016. Details
Chwyl, B., Chung, A.G., Wong, A., and D. A. Clausi, "Remote heart rate measurement through broadband video via stochastic Bayesian estimation", Vis. Letters. 1(1) p. VL109, 2015. Best Paper Award. Details
Wang, L., A. K. Scott, and D. A. Clausi, "High resolution sea ice concentration estimation through the assimilation of classified SAR imagery and AMSR-E sea ice concentration", IEEE Transactions on Geoscience and Remote Sensing , 2015. Details
Li, F., D. A. Clausi, and A. Wong, "Comparative study of classification methods for surficial materials in the Umiujalik Lake region using RADARSAT-2 polarimetric, Landsat-7 imagery and DEM Data
", Canadian Journal of Remote Sensing, February, 2015. Details
Cho, D., A. Wong, D. A. Clausi, J. Callaghan, and J. Yates, "Markov-Chain Monte Carlo based Image Reconstruction for Streak Artifact Reduction on Contrast Enhanced Computed Tomography", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2014. Details
Glaister, J., A. Wong, and D. A. Clausi, "Automatic segmentation of skin lesions from dermatological photographs using a joint probabilistic texture distinctiveness approach", IEEE Transactions on Biomedical Engineering, 2014. Details
Leigh, S., Z. Wang, and D. A. Clausi, "Automated ice-water classification using dual polarization SAR satellite imagery", IEEE Transactions on Geoscience and Remote Sensing, November, 2014. Details
Wang, L., A. K. Scott, L. Xu, and D. A. Clausi, "Ice concentration estimation from dual-polarized SAR images using deep convolutional neural networks", IEEE Transactions on Geoscience and Remote Sensing , 2014. Details
Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Multiple scale-specific representations for improved human action recognition", Pattern Recognition Letters, December, 2014. Details
Amelard, R., C. Scharfenberger, F. Kazemzadeh, K. J. Pfisterer, B. S. Lin, A. Wong, and D. A. Clausi, "Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring", Nature Scientific Reports, vol. 6, no. 5, October, 2015. Details
Schwartz, S., A. Wong, and D. A. Clausi, "Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance", Journal of Visual Communication and Image Representation, vol. 31, pp. 26-40, May, 2015. Details
Scharfenberger, C., A. Wong, and D. A. Clausi, "Structure-guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images", IEEE Transactions on Image Processing, vol. 24, no. 1, pp. 457-470, January, 2015. Details
Li, F., L. Xu, A. Wong, and D. A. Clausi, "Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 12, 2015. Details
Li, F., L. Xu, A. Wong, and D. A. Clausi, "QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 7, February, 2015. Details
Xu, L., A. Wong, F. Li, and D. A. Clausi, "Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, issue 2, 2015. Details
Li, F., L. Xu, P. Siva, A. Wong, and D. A. Clausi, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields", IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, vol. 8, issue 6, February, 2015. Details
Xu, L., F. Li, A. Wong, and D. A. Clausi, "Hyperspectral Image Denoising Using a Spatial–Spectral Monte Carlo Sampling Approach", IEEE Journal of Selected Topics on Applied Earth Observations and Remote Sensing, vol. 8, issue 6: IEEE, 2015. Details
Amelard, R., J. Glaister, A. Wong, and D. A. Clausi, "High-level intuitive features (HLIFs) for intuitive skin lesion description", IEEE Transactions on Biomedical Engineering, vol. 62, issue 3, pp. 820-831, October, 2015.Details
Xu, L., A. Wong, F. Li, and D. A. Clausi, "Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction", IEEE Transactions on Geosciences and Remote Sensing, vol. 54, issue 2: IEEE, 2015. Details
Wang, C., L. Xu, D. A. Clausi, and A. Wong, "A Bayesian Joint Decorrelation and Despeckling approach for speckle reduction of SAR Images", Vision Letters, vol. 1, issue 1, 2015. Details
Kazemzadeh, F., S. Haider, C. Scharfenberger, A. Wong, and D. A. Clausi, "Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging from the Visible to the Near-Infrared", IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol. 63, issue 7: IEEE Instrumentation and Measurement Society, pp. 1871-1873, July 2014. Details
Lui, D., C. Scharfenberger, K. Fergani, A. Wong, and D. A. Clausi, "Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals", IEEE Transactions on Image Processing, vol. 23, no. 2, pp. 855 - 869, February, 2014. Details
Fergani, K., D. Lui, C. Scharfenberger, A. Wong, and D. A. Clausi, "Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation", Computer Vision And Image Understanding (CVIU), vol. 125, pp. 85 – 96, March, 2014. Details
Glaister, J., A. Wong, and D. A. Clausi, "Despeckling of Synthetic Aperture Radar Images using Monte Carlo Texture Likelihood Sampling", IEEE Transactions on Geoscience and Remote Sensing, 2014. Details
Das, A., M. Dui, C. Scharfenberger, J. Servos, A. Wong, J. S. Zelek, D. A. Clausi, and S. Waslander, "Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration", Journal of Field Robotics, vol. 31, issue 1, pp. 75 - 106, 2014. Details
Tang, H., L. Shen, Y. Qi, Y. Cehn, Y. Shu, J. Li, and D. A. Clausi, "A multi-scale latent Dirichlet allocation model for object-oriented clustering of VHR panchromatic satellite images", IEEE Transactions on Geoscience and Remote Sensing, vol. 53, issue 3, no. Part III, pp. 1680 - 1692, March, 2013. Details
Glaister, J., R. Amelard, A. Wong, and D. A. Clausi, "MSIM: Multi-Stage Illumination Modeling of Dermatological Photographs for Illumination-Corrected Skin Lesion Analysis", IEEE Transactions on Biomedical Engineering, vol. 60, issue 7, pp. 1873 - 1883, November, 2013. Details
Wong, A., A. Mishra, P. Fieguth, and D. A. Clausi, "Sparse reconstruction of breast MRI using homotopic L0 minimization in a regional sparsified domain", IEEE Transactions on Biomedical Engineering, vol. 60, no. 3, pp. 743 - 52, 2013. Details
Kumar, A., F. Tung, A. Wong, and D. A. Clausi, "A decoupled approach to illumination-robust optical flow estimation",IEEE Transactions on Image Processing, 2013. Details
Schwartz, S., C. Liu, A. Wong, D. A. Clausi, P. Fieguth, and K. Bizheva, "Energy-guided learning approach to compressive FD-OCT", Optics Express, vol. 21, issue 1, pp. 329-344, 2013. Details
Eichel, J. A., A. Wong, P. Fieguth, and D. A. Clausi, "Robust Spectral Clustering using Statistical Sub-graph Affinity Model", Public Library of Science ONE, e82722, vol. 8, no. 12, 2013. Details
Schwartz, S., A. Wong, and D. A. Clausi, "Saliency-guided compressive sensing approach to efficient laser range measurement", Journal of Visual Communication and Image Representation, vol. 24, no. 2, pp. 160-170, March, 2012. Details
Liu, L., P. Fieguth, D. A. Clausi, and G. Kuang, "Sorted Random Projections for Robust Rotation Invariant Texture Classification", Pattern Recognition, vol. 45, no. 6, pp. 2405-2418, June, 2012. Details
Schwartz, S., A. Wong, and D. A. Clausi, "Compressive fluorescence microscopy using saliency-guided sparse reconstruction ensemble fusion", Optics Express, vol. 20, issue 16, pp. 17281–17296, July, 2012. Details
Yu, P., K. Qin, and D. A. Clausi, "Feature extraction of dual-pol SAR imagery for sea ice image segmentation.",Canadian Journal of Remote Sensing, vol. 38, issue 3, pp. 352 - 366, 2012. Details
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. Details
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, March, 2012. Details
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. Details
Zhang, W., A. Wong, A. Mishra, P. Fieguth, and D. A. Clausi, "Efficient globally optimal registration of remote sensing imagery via quasi-random scale-space structural correlation energy functional", IEEE Geoscience and Remote Sensing Letters, vol. 8, issue 5, pp. 997-1001, 2011. Details
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, no. 2, pp. 310-324, 2011. Details
Tung, F., J. S. Zelek, and D. A. Clausi, "Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance", Image and Vision Computing, vol. 29, issue 4, pp. 230 - 240, 2011. Details
Wong, A., A. Mishra, W. Zhang, P. Fieguth, and D. A. Clausi, "Stochastic image denoising based on Markov-chain Monte Carlo sampling", Signal Processing, vol. 91, issue 8, pp. 2112 - 2120, 2011. Details
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, no. 1, pp. S13-S25, 2010. Details
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, no. 2, pp. 348 – 351, 2010.Details
Qin, K., and D. A. Clausi, "Multivariate image segmentation using semantic region growing with adaptive edge penalty",IEEE Transactions on Image Processing, vol. 19, no. 8, pp. 2157 - 2170, 2010. Details
Wong, A., D. A. Clausi, and P. Fieguth, "CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration", Medical Image Analysis, vol. 14, no. 1, pp. 50 - 57, 2010. Details
Wong, A., A. Mishra, K. Bizheva, and D. A. Clausi, "General Bayesian estimation for speckle noise reduction in optical coherence tomography retinal imagery", Optics Express, vol. 18, no. 8, pp. 8338–8352, 2010. Details
Tung, F., A. Wong, and D. A. Clausi, "Enabling scalable spectral clustering for image segmentation", Pattern Recognition, vol. 43, New York, NY, USA, Elsevier Science Inc., pp. 4069–4076, 2010. Details
Wong, A., and D. A. Clausi, "AISIR: Automated inter-sensor/inter-band satellite image registration using robust complex wavelet feature representations", Pattern Recognition Letters, vol. 31, no. 10, pp. 1160 - 1167, 2010.Details
Mishra, A., A. Wong, D. A. Clausi, and P. Fieguth, "Quasi-random nonlinear scale space", Pattern Recognition Letters, vol. 31, issue 13, pp. 1850 - 1859, 2010. Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Detecting mitoses in time-lapse images of embryonic epithelia using intensity analysis", Annals of Biomedical Engineering, vol. 37, no. 12, pp. 2646-2655, 2009. Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Detection of mitoses in embryonic epithelia using motion field analysis",Computer Methods in Biomechanics and Biomedical Engineering, vol. 12, no. 2, pp. 151-163, 2009. Details
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, no. 11, pp. 2748-2751, 2009. Details
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, no. 7, pp. 1980 - 1989, 2009. Details
Bizheva, K., A. Mishra, A. Wong, and D. A. Clausi, "Intra-retinal layer segmentation in optical coherence tomography images", Optics Express, vol. 17, no. 26: OSA, pp. 23719–23728, 2009. Details
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, no. 12, pp. 2126 - 2139, 2008. Details
Maillard, P., T. Alencar-Silva, and D. A. Clausi, "An evaluation of RADARSAT-1 and ASTER data for mapping veredas (palm swamps)", Sensors, pp. 6055-6076, 2008. Details
Clausi, D. A., P. Iles, G. W. Brodland, and S. Puddister, "Estimation of cellular fabric in embryonic epithelia",Computer Methods in Biomechanics and Biomedical Engineering, vol. 10, no. 1, pp. 75-84, 2007. Details
Wong, A., and D. A. Clausi, "ARRSI: Automatic registration of remote-sensing images", IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 5, pp. 1483 - 1493, 2007. Details
Yu, Q., and D. A. Clausi, "SAR sea-ice image analysis based on iterative region growing using semantics", IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 12, pp. 3919 - 3931, 2007. Details
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, no. 12, pp. 3687 - 3694, 2006. Details
Jobanputra, R., and D. A. Clausi, "Preserving boundaries for image texture segmentation using grey level co-occurring probabilities", Pattern Recognition, vol. 39, no. 2, pp. 234 - 245, 2006. Details
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, no. 12, pp. 2940 - 2951, 2005. Details
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. Details
Clausi, D. A., and H. Deng, "Design-based texture feature fusion using Gabor filters and co-occurrence probabilities",IEEE Transactions on Image Processing, vol. 14, no. 7, pp. 925 - 936, 2005. Details
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, no. 3, pp. 588 - 599, 2005. Details
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, no. 1, pp. 215 - 228, 2004. Details
Deng, H., and D. A. Clausi, "Gaussian MRF rotation-invariant features for image classification", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 7, pp. 951 - 955, 2004. Details
Deng, H., and D. A. Clausi, "Unsupervised image segmentation using a simple MRF model with a new implementation scheme", Pattern Recognition, vol. 37, no. 12: Elsevier, pp. 2323–2335, 2004. Details
Clausi, D. A., and Y. Zhao, "Grey level co-occurrence integrated algorithm (GLCIA): a superior computational method to rapidly determine co-occurrence probability texture features", Computers & Geosciences, vol. 29, no. 7, pp. 837 - 850, 2003. Details
Kern, S., L. Kaleschke, and D. A. Clausi, "A comparison of two 85-GHz SSM/I ice concentration algorithms with AVHRR and ERS-2 SAR imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 41, no. 10, pp. 2294 - 2306, 2003. Details
Clausi, D. A., "An analysis of co-occurrence texture statistics as a function of grey level quantizationv", Canadian Journal of Remote Sensing, vol. 28, no. 1: Citeseer, pp. 45–62, 2002. Details
Clausi, D. A., and Y. Zhao, "Rapid extraction of image texture by co-occurrence using a hybrid data structure",Computers & Geosciences, vol. 28, no. 6, pp. 763 - 774, 2002. Details
Clausi, D. A., "K-means Iterative Fisher (KIF) unsupervised clustering algorithm applied to image texture segmentation",Pattern Recognition, vol. 35, no. 9, pp. 1959 - 1972, 2002. Details
Clausi, D. A., "Comparison and fusion of co-occurrence, Gabor, and MRF texture features for classification of SAR sea ice imagery", Atmosphere & Oceans, vol. 39, no. 4, 183 - 194, 2001. Details
Collins, M. J., J. Wiebe, and D. A. Clausi, "The effect of speckle filtering on scale-dependent texture estimation of a forested scene", IEEE Transactions on Geoscience and Remote Sensing, vol. 38, no. 3, pp. 1160 - 1170, 2000. Details
Clausi, D. A., and E. Jernigan, "Designing Gabor filters for optimal texture separability", Pattern Recognition, vol. 33, no. 11: Elsevier, pp. 1835–1849, 2000. Details
Clausi, D. A., and E. Jernigan, "A fast method to determine co-occurrence texture features", IEEE Transactions on Geoscience and Remote Sensing, vol. 36, no. 1, pp. 298 - 300, 1998. Details
Brodland, G. W., and D. A. Clausi, "Cytoskeletal mechanics of neurulation: Insights obtained from computer simulations", Invited contribution to Biochemistry and Cell Biology, no. 7 & 8, pp. 545-553, 1995. Details
Brodland, G. W., and D. A. Clausi, "Embryonic Tissue Morphogenesis Modeled by FEM", Journal of Biomechanical Engineering, vol. 116, no. 2: ASME, pp. 146-155, 1994. Details
Conference papers
Kasiri, K., P. Fieguth, and D. A. Clausi, "Sorted self-similarity for multi-modal image registration", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 08/2016. Details.
Kasiri, K., P. Fieguth, and D. A. Clausi, "Self-similarity measure for multi-modal image registration", IEEE International Conference on Image Processing (ICIP), 09/2016. Details.
Chwyl, B., A. Chung, R. Amelard, J. Deglint, D. A. Clausi, and A. Wong, "SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments.", International Conference on Image Processing (ICIP), Phoenix, AZ, 09/2016. Details.
Boroomand, A., H. Sekkati, M. Lamm, D. A. Clausi, and A. Wong, "Saliency-guided projection geometric correction using a projector-camera system",International Conference on Image Processing (ICIP), Phoenix, AZ, 09/2016. Details.
Wang, L., A. Wong, D. A. Clausi, A. K. Scott, L. Xu, M. J. Shafiee, and F. Li, "Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected connected conditional random field",CVPR 2015 Earthvision Workshop, 2016. Details
Karimi, A-H., J. M. Shafiee, C. Scharfenberger, I. B. Daya, S. Haider, N. Talukdar, D. A. Clausi, and A. Wong,"Spatio-Temporal Saliency Detection Using Abstracted Fully-Connected Graphical Models", International Conference on Image Processing, September, 2016. Details
Gawish, A., C. Scharfenberger, H. Bi, A. Wong, P. Fieguth, and D. A. Clausi, "Robust Non-Saliency Guided Watermarking", Conference on Computer and Robot Vision, March, 2016. Details
Li, F., D. A. Clausi, L. Wang, and L. Xu, "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagery", CVPR 2015 Earthvision Workshop, 2015. Details
Xu, L., M. J. Shafiee, A. Wong, F. Li, L. Wang, and D. A. Clausi, "Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model", CVPR 2015 Earthvision Workshop, 2015. Details
Chwyl, B., A. Chung, F. Li, A. Wong, and D. A. Clausi, "TIGER: A Texture-Illumination Guided Energy Response Model for Illumination Robust Local Saliency", IEEE International Conference on Image Processing, 2015. Details
Kasiri, K., P. Fieguth, and D. A. Clausi, "Structural Representations for Multi-modal Image Registration Based on Modified Entropy", International Conference on Image Analysis and Recognition (ICIAR), 2015. Details
Chwyl, B., A. Wong, and D. A. Clausi, "Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features", International Conference on Image Analysis and Recognition 2015, 2015. Details
Chwyl, B., A. Chung, A. Wong, and D. A. Clausi, "Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation", International Conference on Image Analysis and Recognition 2015, 2015. Details
Glaister, J., S. Haider, A. Wong, and D. A. Clausi, "Restoration of block-transform compressed images via homotopic regularized sparse reconstruction", SPIE Electronic Imaging: Visual Information Processing and Communication VI, San Francisco, California, United States, October, 2015. Details
Mishra, A., C. Scharfenberger, P. Siva, F. Li, A. Wong, and D. A. Clausi, "DESIRe: Discontinuous Energy Seam Carving for Image Retargeting Via Structural and Textural Energy Functionals", IEEE International Conference on Image Processing (ICIP), September, 2015. Details
Deglint, J., F. Kazemzadeh, A. Wong, and D. A. Clausi, "Inference of dense spectral reflectance images from sparse reflectance measurement using non-linear regression modeling", SPIE Optics and Photonics, Applications of Digital Image Processing XXXVIII, August, 2015. Details
Deglint, J., F. Kazemzadeh, M. J. Shafiee, E. Li, I. Khodadad, S. S. Saini, A. Wong, and D. A. Clausi, "Virtual spectral multiplexing for applications in in-situ imaging microscopy of transient phenomena", SPIE Optics and Photonics, Applications of Digital Image Processing XXXVIII, August, 2015. Details
Zhu, M X., C. Scharfenberger, A. Wong, and D. A. Clausi, "Simultaneous Scene Reconstruction and Auto-calibration using Constrained Iterative Closest Point for 3D Depth Sensor Array", IEEE Conference on Computer and Robot Vision, June, 2015. Details
Deglint, J., A. Cameron, C. Scharfenberger, M. Lamm, A. Wong, and D. A. Clausi, "Auto-Calibration for Screen Correction and Point Cloud Generation", Society for Information Display's Week, June, 2015, Distinguished Paper Award. Details
Chung, A., X. Wang, R. Amelard, C. Scharfenberger, J. Leong, A. Wong, and D. A. Clausi, "High-resolution motion-compensated photoplethysmographic imaging for remote heart rate monitoring", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details
Amelard, R., C. Scharfenberger, A. Wong, and D. A. Clausi, "Illumination-compensated non-contact imaging photoplethysmography via dual-mode temporally-coded illumination", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details
Amelard, R., C. Scharfenberger, A. Wong, and D. A. Clausi, "Non-contact assessment of melanin distribution via multispectral temporal illumination coding", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details
Kumar, D., A. Wong, and D. A. Clausi, "Lung Nodule Classification Using Deep Features in CT Images", 12th Conference on Computer and Robot Vision (CRV), Halifax, NS, Canada, IEEE Xplore, April, 2015. Details
Haider, S., C. Scharfenberger, F. Kazemzadeh, A. Wong, and D. A. Clausi, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection", SPIE Electronic Imaging: Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, San Francisco, California, United States, February, 2015. Details
Cho, D., S. Haider, R. Amelard, A. Wong, and D. A. Clausi, "Physiological Characterization of Skin Lesion using Non-linear Random Forest Regression Model", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sheraton Chicago Hotel and Towers Chicago, IL, USA, pp. 3349-3352, September, 2014. Details
Haider, S., D. Cho, R. Amelard, A. Wong, and D. A. Clausi, "Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatologicalphotographs", 36th Annual International IEEE Engineering in Medicine and Biology Society Conference, Sheraton Chicago Hotel and Towers Chicago, IL, USA, pp. 6455-6458, September, 2014. Details
Kasiri, K., D. A. Clausi, and P. Fieguth, "Multi-modal image registration using structural features", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14), 2014. Details
Leigh, S., Z. Wang, and D. A. Clausi, "Evaluation of MAGIC Sea Ice Classifier on 61 Dual Polarization RADARSAT-2 Scenes", IEEE Geoscience and Remote Sensing Symposium, Quebec City, Quebec, Canada, IEEE Geoscience and Remote Sensing Symposium, 2014. Details
Kasiri, K., P. Fieguth, and D. A. Clausi, "Cross modality label fusion in multi-atlas segmentation", IEEE International Conference on Image Processing, 2014. Details
Li, F., A. Wong, and D. A. Clausi, "Combining rotation forests and AdaBoost for hyperspectral imagery classification using few labeled samples", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Details
Li, F., A. Wong, and D. A. Clausi, "Comparative Study of Feature Space Projection Methods for Hyperspectral Image Classification", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Details
Li, F., A. Wong, and D. A. Clausi, "Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Details
Wang, L., A. K. Scott, and D. A. Clausi, "AUTOMATIC FEATURE LEARNING OF SAR IMAGES FOR SEA ICE CONCENTRATION ESTIMATION USING FEED-FORWARD NEURAL NETWORKS", IGARSS, Quebec City, 2014. Details
Kazemzadeh, F., S. Haider, A. Wong, C. Scharfenberger, and D. A. Clausi, "Concurrent Multiview Discrete Spectral Imaging Device from the VIS to the NIR", SPIE: Optics + Photonics, Novel Optical Systems Design and Optimization XVII , vol. 9193, San Diego, USA, SPIE Proceedings, 2014. Details
Kazemzadeh, F., M. J. Shafiee, A. Wong, and D. A. Clausi, "Reconstruction of Compressive Multispectral Sensing Data Using a Multi-layered Conditional Random Field Approach", SPIE: Optics + Photonics, vol. 9217, San diego, USA, SPIE Proceedings, 2014. Details
Scharfenberger, C., A. Wong, K. Fergani, J. S. Zelek, and D. A. Clausi, "Statistical Textural Distinctiveness for Salient Region Detection in Natural Images", Conference on Computer Vision and Pattern Recognition (CVPR), June, 2013. Details
Scharfenberger, C., S. L. Waslander, J. S. Zelek, and D. A. Clausi, "Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features", 10th Conference on Computer and Robot Vision, May, 2013. Details
Amelard, R., A. Wong, and D. A. Clausi, "Unsupervised Classification Of Agricultural Land Cover Using Polarimetric Synthetic Aperture Radar Via A Sparse Texture Dictionary Model", IEEE International Geoscience and Remote Sensing Symposium, March, 2013. Details
Amelard, R., A. Wong, and D. A. Clausi, "Unsupervised Classification Of Agricultural Land Cover Using Polarimetric Synthetic Aperture Radar Via A Sparse Texture Dictionary Model", IEEE International Geoscience and Remote Sensing Symposium, March, 2013. Details
Scharfenberger, C., S. Chakraborty, J. S. Zelek, and D. A. Clausi, "Anti-Trap Protection for an Intelligent Smart Car Door System", Conference on Intelligent Transportation Systems, September, 2012. Details
Scharfenberger, C., S. Chakraborty, J. S. Zelek, and D. A. Clausi, "Motion Stereo-based Collision Avoidance for an Intelligent Smart Car Door System", Conference on Intelligent Transportation Systems, September, 2012. Details
Amelard, R., A. Wong, and D. A. Clausi, "Extracting Morphological High-Level Intuitive Features (HLIF) for Enhancing Skin Lesion Classification", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, pp. 4458 - 4461, August, 2012. Details
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, pp. 396-403, May, 2012. Details
Scharfenberger, C., J. S. Zelek, and D. A. Clausi, "Robust Body-Height Estimation for Applications in Automotive Industry", 9th Conference on Computer and Robot Vision, May, 2012. Details
Schwartz, S., A. Wong, and D. A. Clausi, "Multi-scale saliency-guided compressive sensing approach to efficient robotic laser range measurements", 2012 Ninth Conference on Computer and Robot Vision (CRV), pp. 1-8, May, 2012.Details
Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Evaluation of local spatio-temporal salient feature detectors for human action recognition", IEEE Canadian Conference on Computer and Robot Vision, May. Details
Glaister, J., A. Wong, and D. A. Clausi, "Illumination Correction in Dermatological Photographs using Multi-stage Illumination Modeling for Skin Lesion Analysis", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology, pp. 102-105, 2012. Details
Schwartz, S., A. Wong, and D. A. Clausi, "Saliency-guided compressive fluorescence microscopy", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology, , San Diego, USA., pp. 4365 - 4368 , 2012. Details
Kumar, A., A. Wong, D. A. Clausi, and P. Fieguth, "Multi-scale tensor vector field active contour", IEEE Conference on Image Processing, 2012. Details
Mishra, A., A. Wong, P. Fieguth, and D. A. Clausi, "Multi-Scale 3D representation via volumetric quasi-random scale space", 18th IEEE International Conference on Image Processing (ICIP 2011), September, 2011. Details
Kumar, A., A. Wong, A. Mishra, D. A. Clausi, and P. Fieguth, "Tensor vector field based active contours", 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium, September, 2011. Details
Bandekar, N., A. Wong, and D. A. Clausi, "A novel approach to automated cell counting for studying human corneal epithelial cells", 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'11), Boston, MA, USA, August, 2011. Details
Shabani, A. H., D. A. Clausi, and J. S. Zelek, "Improved Spatio-temporal Salient Feature Detection for Action Recognition", British Machine Vision Conference, University of Dundee, Dundee, UK, August, 2011. Details
Gignac, C., Y. Gauthier, M. Bernier, and D. A. Clausi, "SAR sea-ice classification of neighborhood of Nunavik marine infrastructures using RADARSAT-2", Conference on Port and Ocean Engineering under Arctic Conditions, Montreal, Canada, July, 2011. Details
Mishra, A., D. A. Clausi, and P. Fieguth, "From active contours to active surfaces", 24th IEEE Conference on Computer Vision and Pattern Recognition, Colorado Springs, CO, USA, June, 2011. Details
Cavan, N., P. Fieguth, and D. A. Clausi, "Autocalibration: Finding infinity in projective reconstructions", 8th Canadian Conference on Computer and Robot Vision, St. Johns, Newfoundland, May, 2011. Details
Eichel, J. A., D. A. Clausi, and P. Fieguth, "Precise high-speed multi-target multi-sensor local positioning system", 8th Canadian Conference on Computer and Robot Vision, St. Johns, Newfoundland, May, 2011. Details
Leigh, A., A. Wong, D. A. Clausi, and P. Fieguth, "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", IEEE International Symposium on Multimedia, 2011. Details
Lee, D. D., K. Bizheva, A. Wong, J. A. Eichel, P. Fieguth, and D. A. Clausi, "Despeckling vs averaging of retinal UHROCT tomograms: advantages and limitations", Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XV, vol. 7889, no. 1: SPIE, 2011. Details
Eichel, J. A., D. Lee, A. Wong, P. Fieguth, D. A. Clausi, and K. Bizheva, "Quantitative comparison of despeckling and frame averaging approaches to processing retinal OCT tomograms", SPIE Photonics West (BiOS), 2011. Details
Eichel, J. A., K. Bizheva, D. A. Clausi, and P. Fieguth, "Automated 3D reconstruction and segmentation from optical coherence tomography", 11th European Conference on Computer Vision, Crete, Greece, pp. 44–57, Sept 5 - 11, 2010. Details
Mishra, A., A. Wong, D. A. Clausi, and P. Fieguth, "A Bayesian information flow approach to image segmentation",7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, March, 2010. Details
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, March, 2010. Details
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, March, 2010. Details
Wong, A., A. Mishra, D. A. Clausi, and P. Fieguth, "Mammogram image superresolution based on statistical moment analysis", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, IEEE Computer Society, pp. 339–346, March, 2010. Details
Wong, A., A. Mishra, D. A. Clausi, and P. Fieguth, "Quasi-random scale space approach to robust keypoint extraction in high-noise environments", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, March, 2010. Details
Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Human action recognition using salient opponent-based motion features",7th Canadian Conference on Computer and Robotic Vision, Ottawa, Ontario, Canada, pp. 362 - 369, March, 2010. Details
Mishra, A., S. Hariri, A. 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, February, 2010. Details
Ochilov, S., N. Svacina, C. R. Duguay, and D. A. Clausi, "Towards an automated lake ice monitoring system from SAR imagery", American Geophysical Union Fall Meeting, Cryosphere Meeting Sessions, San Francisco, CA, December 17, 2010. Details
Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Robust Local Video Event Detection for Action Recognition", Advances in Neural Information Processing Systems (NIPS), Machine Learning for Assistive Technology Workshop, Whistler, Canada, December, 2010. Details
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), Cairo, Egypt, July, 2009. Details
Yang, X., and D. A. Clausi, "Structure-preserving speckle reduction of SAR images using nonlocal means filters", 16th IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, July, 2009. Details
Eichel, J. A., A. Mishra, D. A. Clausi, P. Fieguth, and K. Bizheva, "A novel algorithm for extraction of the layers of the cornea", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009. Details
Wong, A., D. A. Clausi, and P. Fieguth, "Adaptive Monte Carlo retinex method for illumination and reflectance separation and color image enhancement", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009, Conference Best Paper Award. Details
Tung, F., J. S. Zelek, and D. A. Clausi, "Efficient target recovery using STAGE for mean-shift tracking", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009. Details
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, February, 2009. Details
Zhang, W., A. Wong, and D. A. Clausi, "JEDI: Adaptive stochastic estimation for joint enhancement and despeckling of images for SAR", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009. Details
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, February, 2009. Details
Zaboli, S., and D. A. Clausi, "Video pause detection using wavelets", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009. Details
Shabani, A. H., D. A. Clausi, and J. S. Zelek, "Towards a robust spatio-temporal interest point detection for human action recognition", IEEE Canadian Conference on Computer and Robot Vision, Kelowna, BC, Canada, Kelowna, British Columbia, Canada, pp. 237-243, February, 2009. Details
Mishra, A., P. Fieguth, and D. A. Clausi, "A robust modular wavelet network based symbol classifier", 6th International Conference on Image Analysis and Recognition (ICIAR), Halifax, Nova Scotia, Canada, July 6 - 9, 2009. Details
Mishra, A., J. A. Eichel, P. Fieguth, and D. A. Clausi, "VizDraw: A platform to convert online hand-drawn graphics into computer graphics", 6th International Conference on Image Analysis and Recognition (ICIAR), Halifax, Nova Scotia, Canada, July 6 - 9, 2009. Details
Bizheva, K., C. Hyun, J. A. Eichel, S. Hariri, A. Mishra, D. A. Clausi, P. Fieguth, T. Simpson, and N. Hutchings,"Evaluation of hypoxic swelling of human cornea with high speed ultrahigh resolution optical coherence tomography", SPIE BIOS (Biomedical Optics), no. 1, San Jose, CA, USA, SPIE, February, 2009. Details
Wong, A., P. Fieguth, and D. A. Clausi, "A perceptually adaptive approach to image denoising using anisotropic non-local means", 15th IEEE International Conference on Image Processing, San Diego, California, USA, pp. 537 - 540, Oct. 12 - 15, 2008. Details
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, pp. 1092 - 1095, January, 2008. Details
Mishra, A., P. Fieguth, and D. A. Clausi, "Accurate boundary localization using dynamic programming on snakes", 4th Annual Canadian Conference on Computer and Robot Vision, Windsor, Ontario, Canada, pp. 261 - 268, February, 2008. Details
El-Nabbout, N., J. S. Zelek, and D. A. Clausi, "Automatically detecting and tracking people walking through a transparent door with vision", 5th Canadian Conference on Computer and Robot Vision, Windsor, Ontario, Canada, pp. 171 - 178, February, 2008. Details
Wong, A., A. Mishra, P. Fieguth, and D. A. Clausi, "An adaptive Monte Carlo approach to nonlinear image denoising",19th International Conference on Pattern Recognition, Tampa, Florida, USA, Dec. 8 - 11, 2008. Details
Wong, A., D. A. Clausi, and P. Fieguth, "Phase-adaptive image signal fusion using complex-valued wavelets", 19th International Conference on Pattern Recognition, Tampa, Florida, USA, Dec. 8 - 11, 2008. Details
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, Dec. 7, 2008. Details
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, Dec. 7, 2008. Details
Mishra, A., A. Wong, D. A. Clausi, and P. Fieguth, "Adaptive nonlinear image denoising and restoration using a cooperative Bayesian estimation approach", 6th Indian Conference on Computer Vision, Graphics Image Processing, Bhubaneswar, India, Dec. 16 - 19 , 2008. Details
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, pp. 3083 - 3086, Aug. 20 - 24, 2008. Details
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, Aug. 20 - 24, 2008. Details
Clausi, D. A., K. Qin, M. S. Chowdhury, P. Yu, and P. Maillard, "MAGIC: MAp-Guided Ice Classification system for operational analysis", 5th IAPR Workshop on Pattern Recognition in Remote Sensing, Tampa, FL, USA, 2008.Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Automated detection of mitosis in embryonic tissues", 4th Annual Canadian Conference on Computer and Robot Vision, Montreal, Quebec, Canada, pp. 97 - 104, February, 2007. Details
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, pp. 426 - 431, February, 2007. Details
Fieguth, P., K. McBride, and D. A. Clausi, "Commercialization of tracking algorithms with Miovision", Geomatics for Informed Decisions Phase III Workshop, Montreal, Quebec, 2007. Details
Maillard, P., and D. A. Clausi, "Improving sea ice classification using the MAGSIC system", International Socity for Photogrammetry and Remote Sensing, Enschede, The Netherlands, January, 2006. Details
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), vol. 4, Hong Kong, pp. 849 - 852, Aug. 21 - 24, 2006. Details
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), vol. 2, Hong Kong, pp. 223 - 226, Aug. 21 - 24, 2006. Details
Maillard, P., and D. A. Clausi, "Pixel-based sea ice classification using the MAGSIC system", International Society for Photogrammetry and Remote Sensing, Enschede, The Netherlands, 2006. Details
Iles, P., D. A. Clausi, S. Puddister, and G. W. Brodland, "Average cell orientation, shape and size estimated from tissue images", 2nd Annual Canadian Conference on Computer and Robot Vision, Victoria, B.C., Canada, pp. 378 - 385, September, 2005. Details
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, pp. 421 - 428, September, 2005. Details
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, Victoria, B.C., Canada, pp. 579 - 586, September, 2005. Details
Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model", Pattern Recognition in Remote Sensing, vol. 43, no. 3, Kingston on Thames, Kingston University, UK, pp. 528 - 538, Aug. 27, 2005. Details
Iles, P., D. A. Clausi, and G. W. Brodland, "Estimation of average cell shape from digital images of cellular surfaces",1st Canadian Conference on Computer and Robot Vision, London, Ontario, Canada, pp. 273 - 278, January, 2004. Details
Chowdhury, M. S., and D. A. Clausi, "Sea ice boundary detection in SAR satellite images using conflicting strength",1st Canadian Conference on Computer and Robot Vision, London, Ontario, Canada, pp. 440 - 445, January, 2004. Details
Jobanputra, R., and D. A. Clausi, "Texture analysis using Gaussian weighted grey level co-occurrence probabilities",1st Canadian Conference on Computer and Robot Vision, London, Ontario, Canada, pp. 51 - 57, January, 2004. Details
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, pp. 43 - 50, January, 2004. Details
Korhonen, M., and D. A. Clausi, "Modeling continuous emotional appraisals of music using system identification", 8th International Conference on Music Perception and Cognition, Northwestern University, Evanston, Illinois, USA, Aug. 3 - 7, 2004. Details
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), vol. 1, Cambridge, United Kingdom, pp. 584 - 587, Aug. 23 - 26, 2004. Details
Clausi, D. A., and H. Deng, "Feature fusion for image texture segmentation", 17th International Conference on Pattern Recognition (ICPR), vol. 1, pp. 580 - 583, 2004. Details
Clausi, D. A., E. LeDrew, and A. N. San, "The Arctic oscillation and sea ice variability in the Beaufort Sea and Baffin Bay regions from wavelet analysis of passive microwave sea ice concentrations", IEEE International Geoscience and Remote Sensing Symposium, Anchorage, Alaska, 2004. Details
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, vol. 2, Madison, WI, USA, pp. 685 - 690, June 16 - 22, 2003. Details
Puddister, S., D. A. Clausi, and G. W. Brodland, "Estimating bulk geometrical properties of cellular structures", 16th International Conference on Vision Interface (VI ’03), Halifax, NS, Canada, pp. 171 - 175, June 11 - 13, 2003. Details
Clausi, D. A., and H. Deng, "Fusion of Gabor filter and co-occurrence probability features for texture recognition", 16th International Conference on Vision Interface (VI ’03), Halifax, NS, Canada, pp. 237 - 242, June 11 - 13, 2003. Details
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, pp. 268 - 275, 2003. Details
Clausi, D. A., and Y. Zhao, "An advanced computational method to determine co-occurrence probability texture features", IEEE International Geoscience and Remote Sensing Symposium, vol. 4, pp. 2453 - 2455, 2002. Details
Chowdhury, M. S., and D. A. Clausi, "Shape Preserving Edge Enhancement in Remote Sensing Imagery", IEEE International Geoscience and Remote Sensing Symposium, vol. 3, pp. 1450 - 1452 vol.3, 2002. Details
Ali, M., and D. A. Clausi, "Automatic registration of SAR and visible band remote sensing images", Joint IEEE International Geoscience and Remote Sensing Symposium and 24th Canadian Remote Sensing Symposium, vol. 3, pp. 1331 - 1333, 2002. Details
Booth, S., and D. A. Clausi, "Segmentation and three-dimensional reconstruction using MRI vertebral slices", Canadian Conference on Electrical and Computer Engineering, Toronto, ON, Canada, pp. 1303 - 1307, January, 2001. Details
Ge, R., and D. A. Clausi, "An automated and rapid defect inspection algorithm for fluorescent PDP patterns", 14th Canadian Conference on Electrical and Computer Engineering , vol. 1, pp. 213 -217, 2001. Details
Booth, S., and D. A. Clausi, "Image segmentation using MRI vertebral cross-sections", 14th Canadian Conference on Electrical and Computer Engineering , vol. 2, pp. 1303 - 1307, 2001. Details
Ge, R., and D. A. Clausi, "Morphological skeleton algorithm for PDP production line inspection", IEEE Canadian Conference on Electrical and Computer Engineering, vol. 2, pp. 1117 - 1122, 2001. Details
Zhao, Y., and D. A. Clausi, "Design and establishment of multi-scale spatial information system based on regional planning and decision making", IEEE Geoscience and Remote Sensing Symposium, vol. 4, pp. 1965 - 1967, 2001. Details
Clausi, D. A., "Improved texture recognition of SAR sea ice imagery by data fusion of MRF features with traditional methods", IEEE Geoscience and Remote Sensing Symposium, vol. 3, pp. 1170 -1172, 2001. Details
Clausi, D. A., and Y. Zhao, "Rapid determination of co-occurrence texture features", IEEE Geoscience and Remote Sensing Symposium, vol. 4, pp. 1880 - 1882, 2001. Details
Yue, B., and D. A. Clausi, "Sea ice segmentation using Markov random fields", IEEE Geoscience and Remote Sensing Symposium, vol. 4, pp. 1877 -1879, 2001. Details
Ali, M., and D. A. Clausi, "Using the Canny edge detector for feature extraction and enhancement of remote sensing images", IEEE Geoscience and Remote Sensing Symposium, vol. 5, pp. 2298 -2300, 2001. Details
Booth, S., and D. A. Clausi, "Automated segmentation and 3-d reconstruction from spinal MRI", World Congress on Medical Physics and Biomedical Engineering, Chicago, IL, July 28, 2000. Details
Clausi, D. A., "A comparison of texture analysis algorithms", 20th Annual Symposium of the Canadian Remote Sensing Society: Calgary, AB, Canada, pp. 137-140, 1998. Details
Clausi, D. A., "Markov random field texture estimates of operational properties of old-growth forests", 20th Annual Symposium of the Canadian Remote Sensing Society, Calgary, AB, Canada, pp. 99 - 102, 1998. Details
Clausi, D. A., "Algorithm for clustering hyperellipsoidal texture feature classes", IASTED/IEEE Signal and Image Processing (SIP/98), Las Vegas, Nevada, pp. 374 - 377, 1998. Details
Clausi, D. A., "A fast method to determine co-occurrence texture features using a linked list implementation", 26th International Symposium on Remote Sensing of Environment and 18th Annual Symposium of the Canadian Remote Sensing Society, Vancouver, BC, Canada, pp. 506-509, 1996. Details
Clausi, D. A., "Towards a Novel Approach for Texture Segmentation of SAR Sea Ice Imagery", 26th International Symposium on Remote Sensing of Environment and 18th Annual Symposium of the Canadian Remote Sensing Society, Vancouver, BC, Canada, pp. 257-261, 1996. Details
Clausi, D. A., "An inverse method to determine the spatial variation of Young's modulus in bone", 13th Canadian Congress of Applied Mechanics (CANCAM), Winnipeg, MN, Canada , pp. 772-773, 1990. Details
Clausi, D. A., R. Galpin, and A. McLarin, "Biomechanical evaluation of tibial limb lengthening devices", Annual Meeting of the Canadian Orthopaedic Research Society, Toronto, Ontario, Canada, 1989. Details
Nguyen, L. T., T. W. Phillips, D. A. Clausi, and T. S. G. Eakins, "Bone density across the femoral head - Optimal screw placement, C.T., and indentation correlations", Annual Meeting of the Canadian Orthopaedic Research Society, Toronto, ON, Canada, 1989. Details
Book chapters
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, October, 2013. Details
Wong, A., A. Mishra, D. A. Clausi, and P. Fieguth, "Nonparametric sample-based methods for image understanding",Emerging Topics in Computer Vision: World Scientific Publishing, 2011. Details
Clausi, D. A., and G. W. Brodland, "Finite Element Modelling of Embryo Tissue Formation", Computer Techniques and Computational Methods in Biomechanics, Biomechanical Systems Techniques and Applications, vol. 1: CRC Press, 2001. Details
Brodland, G. W., and D. A. Clausi, "Simulation of Morphogenetic Shape Changes Using the Finite Element Method",Biomechanics of Active Movement and Division of Cells, vol. H8, pp. 425-430, 1993. Details
Patents
Clausi, D. A., C. M. Rathe, J. A. Eichel, and W. Zhang, System and Method for Collecting and Analyzing Event Data, , 2006. Details
Theses
Clausi, D. A., "Texture Segmentation of SAR Sea Ice Imagery", Department of Systems Design Engineering, Waterloo, Ontario, Canada, University of Waterloo, pp. 176, 1996. Details
Clausi, D. A., "Finite Element Simulation of Early Embryonic Development", Department of Systems Design Engineering, Waterloo, Ontario, Canada, University of Waterloo, 1992. Details
