David A. Clausi

Ph.D

Short biography

David ClausiI 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

Linlin Xu (PDF), Mohsen Ghanbari (Ph.D.), Mingzhe Jiang (Ph.D.), Daniel S. Cho (Ph.D.), Nazanin Asadi (Ph.D.), Ruben Yousuf(Ph.D.), Robert Amelard (Ph.D.), Vignesh Sankar (M.A.Sc.), Avery Ma (M.A.Sc.), Marie Hoekstra (M.A.Sc.),  

Supervision - Completed

PDF: 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: 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), Akshaya Mishra (2010), Qiyao Yu (2006), Mohamed Ali (2003)

M.A.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

Biomedical Imaging

Computer Vision

Image Segmentation/Classification

Multiresolution Techniques

Remote Sensing

Scientific Imaging

Stochastic Models

Video Analysis

Research demos

3D Reconstruction of Underwater Scenes

Action Recognition in Video

Compressed Sensing

Decoupled Active Contours

Disparate Scene Registration

Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals

Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation

Image Denoising

MAGIC System

Photoplethysmographic Imaging

SAR Sea Ice Image Synthesis

Satellite SAR Sea Ice Classification

Skin Cancer Detection

Statistical Textural Distinctiveness for Salient Region Detection in Natural Images

Stereo Vision for Dimension Estimation

Texture Classification

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. ChungA. 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 Datapdf", Canadian Journal of Remote Sensing, February, 2015. Details

Cho, D.A. WongD. 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 imagerypdf", 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 networkspdf", 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 recognitionpdf", Pattern Recognition Letters, December, 2014. Details

Amelard, R.C. ScharfenbergerF. 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. XuA. Wong, and D. A. Clausi, "Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learningpdf", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 12, 2015. Details

Li, F.L. XuA. Wong, and D. A. Clausi, "QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Imagespdf", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 7, February, 2015. Details

Xu, L.A. WongF. Li, and D. A. Clausi, "Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Modelpdf", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, issue 2, 2015. Details

Li, F.L. XuP. SivaA. Wong, and D. A. Clausi, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fieldspdf", IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, vol. 8, issue 6, February, 2015. Details

Xu, L.F. LiA. Wong, and D. A. Clausi, "Hyperspectral Image Denoising Using a Spatial–Spectral Monte Carlo Sampling Approachpdf", IEEE Journal of Selected Topics on Applied Earth Observations and Remote Sensing, vol. 8, issue 6: IEEE, 2015. Details

Amelard, R.J. GlaisterA. Wong, and D. A. Clausi, "High-level intuitive features (HLIFs) for intuitive skin lesion descriptionpdf", IEEE Transactions on Biomedical Engineering, vol. 62, issue 3, pp. 820-831, October, 2015.Details

Xu, L.A. WongF. Li, and D. A. Clausi, "Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extractionpdf", IEEE Transactions on Geosciences and Remote Sensing, vol. 54, issue 2: IEEE, 2015. Details

Wang, C., L. XuD. 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. HaiderC. ScharfenbergerA. Wong, and D. A. Clausi, "Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging from the Visible to the Near-Infraredpdf", 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. LuiC. ScharfenbergerA. 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 Samplingpdf", 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 imagespdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 53, issue 3, no. Part III, pp. 1680 - 1692, March, 2013. Details

Glaister, J.R. AmelardA. 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. MishraP. Fieguth, and D. A. Clausi, "Sparse reconstruction of breast MRI using homotopic L0 minimization in a regional sparsified domainpdf", IEEE Transactions on Biomedical Engineering, vol. 60, no. 3, pp. 743 - 52, 2013. Details

Kumar, A.F. TungA. Wong, and D. A. Clausi, "A decoupled approach to illumination-robust optical flow estimationpdf",IEEE Transactions on Image Processing, 2013. Details

Schwartz, S.C. LiuA. WongD. A. ClausiP. 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. WongP. 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. FieguthD. A. Clausi, and G. Kuang, "Sorted Random Projections for Robust Rotation Invariant Texture Classificationpdf", 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.pdf",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.pdf",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 classificationpdf", 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 penaltypdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 4, pp. 1302 - 1317, 2012. Details

Zhang, W.A. WongA. MishraP. Fieguth, and D. A. Clausi, "Efficient globally optimal registration of remote sensing imagery via quasi-random scale-space structural correlation energy functionalpdf", 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 detectionpdf", 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 surveillancepdf", Image and Vision Computing, vol. 29, issue 4, pp. 230 - 240, 2011. Details

Wong, A.A. MishraW. ZhangP. Fieguth, and D. A. Clausi, "Stochastic image denoising based on Markov-chain Monte Carlo samplingpdf", 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 analysispdf", Canadian Journal of Remote Sensing, vol. 36, no. 1, pp. S13-S25, 2010. Details

Wong, A.P. YuW. Zhang, and D. A. Clausi, "Icesynth II: Synthesis of SAR sea-ice imagery using region-based posterior samplingpdf", 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 penaltypdf",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 registrationpdf", 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 imagerypdf", 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 segmentationpdf", 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 representationspdf", Pattern Recognition Letters, vol. 31, no. 10, pp. 1160 - 1167, 2010.Details

Mishra, A.A. WongD. A. Clausi, and P. Fieguth, "Quasi-random nonlinear scale spacepdf", 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 analysispdf", 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 analysispdf",Computer Methods in Biomechanics and Biomedical Engineering, vol. 12, no. 2, pp. 151-163, 2009. Details

Wong, A.A. Mishra, J. Yates, P. FieguthD. A. Clausi, and J. Callaghan, "Intervertebral disc segmentation and volumetric reconstruction from peripheral quantitative computed tomography imagingpdf", 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 recognitionpdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 7, pp. 1980 - 1989, 2009. Details

Bizheva, K., A. MishraA. Wong, and D. A. Clausi, "Intra-retinal layer segmentation in optical coherence tomography imagespdf", 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 growingpdf", 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)pdf", Sensors, pp. 6055-6076, 2008. Details

Clausi, D. A.P. Iles, G. W. Brodland, and S. Puddister, "Estimation of cellular fabric in embryonic epitheliapdf",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 imagespdf", 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 semanticspdf", 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 imagerypdf", 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 probabilitiespdf", 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 imagerypdf", 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 modelpdf", 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 probabilitiespdf",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 identificationpdf", 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 imagerypdf", 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 classificationpdf", 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 schemepdf", 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 featurespdf", 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 imagerypdf", 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 structurepdf",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 segmentationpdf",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 imagerypdf", 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 scenepdf", 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 separabilitypdf", 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 featurespdf", 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 simulationspdf", 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 FEMpdf", 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. WongD. A. Clausi, A. K. Scott, L. XuM. J. Shafiee, and F. Li, "Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected connected conditional random fieldpdf",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. WongP. Fieguth, and D. A. Clausi, "Robust Non-Saliency Guided Watermarking", Conference on Computer and Robot Vision, March, 2016. Details

Li, F.D. A. ClausiL. Wang, and L. Xu, "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagerypdf", CVPR 2015 Earthvision Workshop, 2015. Details

Xu, L.M. J. ShafieeA. WongF. LiL. Wang, and D. A. Clausi, "Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Modelpdf", CVPR 2015 Earthvision Workshop, 2015. Details

Chwyl, B.A. ChungF. LiA. Wong, and D. A. Clausi, "TIGER: A Texture-Illumination Guided Energy Response Model for Illumination Robust Local Saliencypdf", 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 Featurespdf", International Conference on Image Analysis and Recognition 2015, 2015. Details

Chwyl, B.A. ChungA. Wong, and D. A. Clausi, "Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimationpdf", International Conference on Image Analysis and Recognition 2015, 2015. Details

Glaister, J.S. HaiderA. Wong, and D. A. Clausi, "Restoration of block-transform compressed images via homotopic regularized sparse reconstructionpdf", SPIE Electronic Imaging: Visual Information Processing and Communication VI, San Francisco, California, United States, October, 2015. Details

Mishra, A.C. ScharfenbergerP. SivaF. LiA. 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. KazemzadehA. 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. KazemzadehM. J. ShafieeE. 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. ScharfenbergerA. Wong, and D. A. Clausi, "Simultaneous Scene Reconstruction and Auto-calibration using Constrained Iterative Closest Point for 3D Depth Sensor Arraypdf", IEEE Conference on Computer and Robot Vision, June, 2015. Details

Deglint, J.A. CameronC. Scharfenberger, M. Lamm, A. Wong, and D. A. Clausi, "Auto-Calibration for Screen Correction and Point Cloud Generationpdf", Society for Information Display's Week, June, 2015, Distinguished Paper AwardDetails

Chung, A.X. WangR. AmelardC. Scharfenberger, J. Leong, A. Wong, and D. A. Clausi, "High-resolution motion-compensated photoplethysmographic imaging for remote heart rate monitoringpdf", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details

Amelard, R.C. ScharfenbergerA. 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. ScharfenbergerA. 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 Imagespdf", 12th Conference on Computer and Robot Vision (CRV), Halifax, NS, Canada, IEEE Xplore, April, 2015. Details

Haider, S.C. ScharfenbergerF. KazemzadehA. Wong, and D. A. Clausi, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detectionpdf", SPIE Electronic Imaging: Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, San Francisco, California, United States, February, 2015. Details

Cho, D.S. HaiderR. AmelardA. 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. ChoR. AmelardA. Wong, and D. A. Clausi, "Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatologicalphotographspdf", 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 Scenespdf", 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 NETWORKSpdf", IGARSS, Quebec City, 2014. Details

Kazemzadeh, F.S. HaiderA. WongC. 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 Modelpdf", 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 Modelpdf", 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 Classificationpdf", 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 Imagespdf", 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

pdfSchwartz, 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 recognitionpdf", 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. WongD. A. Clausi, and P. Fieguth, "Multi-scale tensor vector field active contourpdf", IEEE Conference on Image Processing, 2012. Details

Mishra, A.A. WongP. Fieguth, and D. A. Clausi, "Multi-Scale 3D representation via volumetric quasi-random scale spacepdf", 18th IEEE International Conference on Image Processing (ICIP 2011), September, 2011. Details

Kumar, A.A. WongA. MishraD. A. Clausi, and P. Fieguth, "Tensor vector field based active contourspdf", 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 cellspdf", 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 reconstructionspdf", 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 systempdf", 8th Canadian Conference on Computer and Robot Vision, St. Johns, Newfoundland, May, 2011. Details

Leigh, A., A. WongD. 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. WongJ. A. EichelP. Fieguth, and D. A. Clausi, "Despeckling vs averaging of retinal UHROCT tomograms: advantages and limitationspdf", Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XV, vol. 7889, no. 1: SPIE, 2011. Details

Eichel, J. A., D. Lee, A. WongP. FieguthD. 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 tomographypdf", 11th European Conference on Computer Vision, Crete, Greece, pp. 44–57, Sept 5 - 11, 2010. Details

Mishra, A.A. WongD. A. Clausi, and P. Fieguth, "A Bayesian information flow approach to image segmentationpdf",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 imagespdf", 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 segmentationpdf", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, March, 2010. Details

Wong, A.A. MishraD. A. Clausi, and P. Fieguth, "Mammogram image superresolution based on statistical moment analysispdf", 7th Canadian Conference on Computer and Robot Vision, Ottawa, Ontario, Canada, IEEE Computer Society, pp. 339–346, March, 2010. Details

Wong, A.A. MishraD. A. Clausi, and P. Fieguth, "Quasi-random scale space approach to robust keypoint extraction in high-noise environmentspdf", 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 retinapdf", 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 MRFpdf", 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 filterspdf", 16th IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, July, 2009. Details

Eichel, J. A.A. MishraD. A. ClausiP. Fieguth, and K. Bizheva, "A novel algorithm for extraction of the layers of the corneapdf", 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 enhancementpdf", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009, Conference Best Paper AwardDetails

Tung, F., J. S. Zelek, and D. A. Clausi, "Efficient target recovery using STAGE for mean-shift trackingpdf", 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 evaluationpdf",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 SARpdf", 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 segmentationpdf", 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 classifierpdf", 6th International Conference on Image Analysis and Recognition (ICIAR), Halifax, Nova Scotia, Canada, July 6 - 9, 2009. Details

Mishra, A.J. A. EichelP. Fieguth, and D. A. Clausi, "VizDraw: A platform to convert online hand-drawn graphics into computer graphicspdf", 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. MishraD. A. ClausiP. Fieguth, T. Simpson, and N. Hutchings,"Evaluation of hypoxic swelling of human cornea with high speed ultrahigh resolution optical coherence tomographypdf", 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 meanspdf", 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 programmingpdf", 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 snakespdf", 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 visionpdf", 5th Canadian Conference on Computer and Robot Vision, Windsor, Ontario, Canada, pp. 171 - 178, February, 2008. Details

Wong, A.A. MishraP. Fieguth, and D. A. Clausi, "An adaptive Monte Carlo approach to nonlinear image denoisingpdf",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 waveletspdf", 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 representationspdf", 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 classificationpdf", 5th Workshop on Pattern Recognition for Remote Sensing, Tampa, Florida, USA, Dec. 7, 2008. Details

Mishra, A.A. WongD. A. Clausi, and P. Fieguth, "Adaptive nonlinear image denoising and restoration using a cooperative Bayesian estimation approachpdf", 6th Indian Conference on Computer Vision, Graphics Image Processing, Bhubaneswar, India, Dec. 16 - 19 , 2008. Details

Mishra, A.A. WongW. ZhangD. A. Clausi, and P. Fieguth, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)pdf", 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. MishraP. FieguthD. A. Clausi, N. M. Dunk, and J. Callaghan, "Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex waveletspdf", 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 analysispdf", 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 tissuespdf", 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 modelpdf",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 imagerypdf", 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 systempdf", International Society for Photogrammetry and Remote Sensing, Enschede, The Netherlands, 2006. Details

Iles, P.D. A. ClausiS. Puddister, and G. W. Brodland, "Average cell orientation, shape and size estimated from tissue imagespdf", 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 imagespdf", 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 mergingpdf", 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 modelpdf", 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 surfacespdf",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 strengthpdf",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 probabilitiespdf",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 modelspdf", 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 identificationpdf", 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 fieldspdf", 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 segmentationpdf", 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 imagerypdf", 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 structurespdf", 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 recognitionpdf", 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 imagerypdf", 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 featurespdf", 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 Imagerypdf", 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 imagespdf", 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 patternspdf", 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-sectionspdf", 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 inspectionpdf", 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 makingpdf", 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 methodspdf", 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 featurespdf", 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 fieldspdf", 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 imagespdf", 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 implementationpdf", 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 Imagerypdf", 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. GlaisterA. Wong, and D. A. Clausi, "Melanoma decision support using lighting-corrected intuitive feature modelspdf", Computer Vision Techniques for the Diagnosis of Skin Cancer, pp. 193 - 219, October, 2013. Details

Wong, A.A. MishraD. 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 Formationpdf", 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. ZhangSystem and Method for Collecting and Analyzing Event Data, 2006. Details

Theses

Clausi, D. A., "Texture Segmentation of SAR Sea Ice Imagerypdf", 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

Affiliation: 
University of Waterloo

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