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 was the Associate Chair – Graduate Studies (2009-2012). I was the Co-chair of IAPR Technical Committee 7 – Remote Sensing during 2004-2006. I have numerous recognitions, including received five Outstanding Performance Awards, three Distinguished Performance Awards, the Sanford Fleming Teaching Excellence Award, and a University 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). In 2012, I received the Engineering Research Excellence Award.
Currently, I am the Associate Dean – Research & External Partnerships within the Faculty of Engineering, responsible for all research related activities in the largest Engineering school in Canada.
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 sports analytics (ice hockey). I am an active interdisciplinary and multidisciplinary researcher, publishing refereed journal and conference papers in the diverse fields of remote sensing, sports analytics, 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
Ph.D
M.A.Sc
Supervision – Completed
Ph.D
M.A.Sc
Computer Vision
Image Segmentation/Classification
Multiresolution Techniques
Remote Sensing
Scientific Imaging
Sports Analytics
Stochastic Models
Video Analysis
Action Recognition in Video
Coded Hemodynamic Imaging
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
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
Chen X., Patel M., Xu L., Chen Y., Scott K.A., and Clausi D.A, "Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset", IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024. Get it here.
Vats K., Walters P., Fani M., Clausi D.A., and Zelek J.S, "Player tracking and identification in ice hockey", Expert Systems with Applications, vol. 127, 2023. Get it here.
Chen X., Scott K.A., Xu L., Jiang M., Fang Y., and Clausi D.A, "Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 61, 2023. Get it here.
Wu Y., Xu L., Wang L., Chen Q., Chen Y., and Clausi D.A, "Multi-Task Edge Detection for Building Vectorization From Aerial Images", IEEE Geoscience and Remote Sensing Letters, vol. 20, 2023. Get it here.
Ghanbari M., Xu L., and Clausi D.A, "Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 3892-3904, 2023. Get it here.
Taleghanidoozdoozan S., Xu L., and Clausi D.A, "Region-Based Sea Ice Mapping Using Compact Polarimetric Synthetic Aperture Radar Imagery with Learned Features and Contextual In", Remote Sensing, vol. 15, 2023. Get it here.
Fang Y., Wang Y., Xu L., Chen Y., Wong A., and Clausi D.A, "Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images", IEEE Transactions on Geoscience and Remote Sensing, vol. 61, 2023. Get it here.
Chen X., Valencia R., Soleymani A., Xu L., and Scott K.A, "Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator", IEEE Geoscience and Remote Sensing Letters, vol. 20, 2023. Get it here.
Fang Y., Wang Y., Xu L., Zhuo R., Wong A., and Clausi D.A, "BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing", IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022. Get it here.
Wu Y., Xu L., Chen Y., Wong A., and Clausi D.A, "TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction", IEEE Geoscience and Remote Sensing Letters, vol. 19, 2022. Get it here.
Taleghanidoozdoozan S., Xu L., and Clausi D.A, "Oil Spill Candidate Detection Using a Conditional Random Field Model on Simulated Compact Polarimetric Imagery", Canadian Journal of Remote Sensing, vol. 48, pp. 425-440, 2022. Get it here.
Fang Y., Xu L., Wong A., and Clausi D.A, "Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models", Remote Sensing, vol. 14, 2022. Get it here.
Fang Y., Xu L., Chen Y., Zhou W., Wong A., and Clausi D.A, "A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 4571-4582, 2022. Get it here.
Jiang M., Xu L., and Clausi D.A, "Sea Ice–Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling", Remote Sensing, vol. 14, 2022. Get it here.
Radhakrishnan K., Scott K.A., and Clausi D.A, "Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data with a U-Net and Curriculum Learning", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 5339-5351, 2021. Get it here.
Lee P.Q., Radhakrishnan K., Clausi D.A., Scott K.A., Xu L., and Marcoux M, "Beluga whale detection in the Cumberland Sound Bay using convolutional neural networks", Canadian Journal of Remote Sensing, vol. 47, pp. 276-294, 2021. Get it here.
Asadi N., Scott K.A., Komarov A.S., Buehner M., and Clausi D.A, "Evaluation of a Neural Network with Uncertainty for Detection of Ice and Water in SAR Imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 59, pp. 247-259, 2021. Get it here.
Chen Y., Xu L., Fang Y., Peng J., Yang W., Wong A., and Clausi D.A, "Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Marko", IEEE Geoscience and Remote Sensing Letters, vol. 18, pp. 162-166, 2021. Get it here.
Ghanbari M., Clausi D.A., and Xu L, "CP-IRGS: A Region-Based Segmentation of Multilook Complex Compact Polarimetric SAR Data", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6559-6571, 2021. Get it here.
Lee P.Q., Xu L., and Clausi D.A, "Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares", IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022. Get it here.
Lee P.Q., Xu L., and Clausi D.A, "Sentinel-1 additive noise removal from cross-polarization extra-wide TOPSAR with dynamic least-squares", Remote Sensing of Environment, vol. 127, 2020. Get it here.
Yang L., Xu L., Peng J., Song Y., Wong A., and Clausi D.A, "Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising", IEEE Transactions on Geoscience and Remote Sensing, vol. 58, pp. 5588-5601, 2020. Get it here.
Zhong Z., Li J., Clausi D.A., and Wong A, "Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification", IEEE Transactions on Cybernetics, vol. 50, pp. 3318-3329, 2020. Get it here.
Hoekstra M., Jiang M., Clausi D.A., and Duguay C, "Lake ice-water classification of RADARSAT-2 images by integrating IRGS Segmentation with pixel-based random forest labeling", Remote Sensing, vol. 12, 2020. Get it here.
Ghanbari M., Clausi D.A., Xu L., and Jiang M, "Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data", IEEE Transactions on Geoscience and Remote Sensing, vol. 57, pp. 7476-7491, 2019. Get it here.
Fang Y., Hu Z., Xu L., Wong A., and Clausi D.A, "Estimation of Iron Concentration in Soil of A Mining Area from Uav-Based Hyperspectral Imagery", Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, vol. 127, 2019. Get it here.
Kumar D., Sankar V., Clausi D., Taylor G.W., and Wong A, "SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells", IEEE Access, vol. 7, pp. 145444-145454, 2019. Get it here.
Asadi N., Scott K.A., and Clausi D.A, "Data fusion and data assimilation of ice thickness observations using a regularisation framework", Tellus, Series A: Dynamic Meteorology and Oceanography, vol. 71, 2019. Get it here.
Wang C., Xu L., Clausi D.A., and Wong A, "A Bayesian Joint Decorrelation and Despeckling of SAR Imagery", IEEE Geoscience and Remote Sensing Letters, vol. 16, pp. 1393-1397, 2019. Get it here.
Wang J., Duguay C.R., Clausi D.A., Pinard V., and Howell S.E.L, "Semi-automated classification of Lake Ice Cover using dual polarization RADARSAT-2 imagery", Remote Sensing, vol. 10, 2018. Get it here.
Fang Y., Xu L., Peng J., Yang H., Wong A., and Clausi D.A, "Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, pp. 3325-3337, 2018. Get it here.
Fang Y., Xu L., Peng J., Wang H., Wong A., and Clausi D.A, "Retrieval and mapping of heavy metal concentration in soil using time series landsat 8 imagery", International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, vol. 42, pp. 335-340, 2018. Get it here.
Li F., Clausi D.A., Xu L., and Wong A, "St-irgs: A region-based self-training algorithm applied to hyperspectral image classification and segmentation", IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 3-16, 2018. Get it here.
Gunn G.E., Duguay C.R., Derksen C., Clausi D.A., and Toose P, "Investigating the influence of variable freshwater ice types on passive and active microwave observations", Remote Sensing, vol. 9, 2017. Get it here.
Fani M., Yazdi M., Clausi D.A., and Wong A, "Soccer Video Structure Analysis by Parallel Feature Fusion Network and Hidden-to-Observable Transferring Markov Model", IEEE Access, vol. 5, pp. 27322-27336, 2017. Get it here.
Cao Y., Xu L., and Clausi D, "Exploring the potential of active learning for automatic identification of marine oil spills using 10-year (2004-2013) RADARSAT ", Remote Sensing, vol. 9, 2017. Get it here.
Xu L., Wong A., and Clausi D.A, "A novel Bayesian spatial-temporal random field model applied to cloud detection from remotely sensed imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, pp. 4913-4924, 2017. Get it here.
Wang L., Scott K.A., and Clausi D.A, "Sea ice concentration estimation during freeze-up from SAR imagery using a convolutional neural network", Remote Sensing, vol. 9, 2017. Get it here.
Xu L., Clausi D.A., Li F., and Wong A, "Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, pp. 1424-1436, 2017. Get it here.
Xu L., Wong A., and Clausi D.A, "An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery with Sea Ice and Oil Spills", IEEE Geoscience and Remote Sensing Letters, vol. 14, pp. 188-192, 2017. Get it here.
Amelard R., Hughson R.L., Greaves D.K., Pfisterer K.J., Leung J., Clausi D.A., and Wong A, "Non-contact hemodynamic imaging reveals the jugular venous pulse waveform", Scientific Reports, vol. 7, 2017. Get it here.
Scharfenberger C., Chung A.G., Wong A., and Clausi D.A, "Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images", IEEE Access, vol. 4, pp. 48-60, 2016. Get it here.
Amelard R., Clausi D.A., and Wong A, "Spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging", Biomedical Optics Express, vol. 7, pp. 4874-4885, 2016. Get it here.
Amelard R., Clausi D.A., and Wong A, "Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems", Journal of Biomedical Optics, vol. 21, 2016. Get it here.
Deglint J., Cameron A., Scharfenberger C., Sekkati H., Lamm M., Wong A., and Clausi D.A, "Auto-calibration of a projector–camera stereo system for projection mapping", Journal of the Society for Information Display, vol. 24, pp. 510-520, 2016. Get it here.
Wang L., Scott K.A., Xu L., and Clausi D.A, "Sea Ice Concentration Estimation during Melt from Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study", IEEE Transactions on Geoscience and Remote Sensing, vol. 54, pp. 4524-4533, 2016. Get it here.
Xu L., Shafiee M.J., Wong A., and Clausi D.A, "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, vol. 9, pp. 2882-2890, 2016. Get it here.
Deglint J., Kazemzadeh F., Cho D., Clausi D.A., and Wong A, "Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling", Scientific Reports, vol. 6, 2016. Get it here.
Xu L., Wong A., Li F., and Clausi D.A, "Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction", IEEE Transactions on Geoscience and Remote Sensing, vol. 54, pp. 1118-1130, 2016. Get it here.
Xu L., Wong A., Li F., and Clausi D.A, "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, pp. 695-707, 2016. Get it here.
Wang L., Scott K.A., and Clausi D.A, "Improved Sea Ice Concentration Estimation Through Fusing Classified SAR Imagery and AMSR-E Data", Canadian Journal of Remote Sensing, vol. 42, pp. 41-52, 2016. Get it here.
Li F., Xu L., Wong A., and Clausi D.A, "Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning", IEEE Geoscience and Remote Sensing Letters, vol. 12, pp. 2486-2490, 2015. Get it here.
Amelard R., Scharfenberger C., Kazemzadeh F., Pfisterer K.J., Lin B.S., Clausi D.A., and Wong A, "Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI)", Scientific Reports, vol. 5, 2015. Get it here.
Li F., Xu L., Wong A., and Clausi D.A, "QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images", IEEE Geoscience and Remote Sensing Letters, vol. 12, pp. 1566-1570, 2015. Get it here.
Schwartz S., Wong A., and Clausi D.A, "Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance", Journal of Visual Communication and Image Representation, vol. 31, pp. 26-40, 2015. Get it here.
Li F., Xu L., Siva P., Wong A., and Clausi D.A, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, pp. 2427-2438, 2015. Get it here.
Xu L., Li F., Wong A., and Clausi D.A, "Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, pp. 3025-3038, 2015. Get it here.
Amelard R., Glaister J., Wong A., and Clausi D.A, "High-Level Intuitive Features (HLIFs) for intuitive skin lesion description", IEEE Transactions on Biomedical Engineering, vol. 62, pp. 820-831, 2015. Get it here.
Li F., Clausi D.A., and Wong A, "Comparative study of classification methods for surficial materials in the umiujalik lake region using RADARSAT-2 polarimetric, ", Canadian Journal of Remote Sensing, vol. 41, pp. 29-39, 2015. Get it here.
Scharfenberger C., Wong A., and Clausi D.A, "Structure-guided statistical textural distinctiveness for salient region detection in natural images", IEEE Transactions on Image Processing, vol. 24, pp. 457-470, 2015. Get it here.
Das A., Diu M., Mathew N., Scharfenberger C., Servos J., Wong A., Zelek J.S., Clausi D.A., and Waslander S.L, "Mapping, planning, and sample detection strategies for autonomous exploration", Journal of Field Robotics, vol. 31, pp. 75-106, 2014. Get it here.
Lui D., Scharfenberger C., Fergani K., Wong A., and Clausi D.A, "Enhanced decoupled active contour using structural and textural variation energy functionals", IEEE Transactions on Image Processing, vol. 23, pp. 855-869, 2014. Get it here.
Glaister J., Wong A., and Clausi D.A, "Despeckling of synthetic aperture radar images using monte carlo texture likelihood sampling", IEEE Transactions on Geoscience and Remote Sensing, vol. 52, pp. 1238-1248, 2014. Get it here.
Cho D.S., Wong A., Callaghan J.P., Yates J., and Clausi D.A, "Markov-chain Monte Carlo-based image reconstruction for streak artefact reduction on contrast-enhanced computed tomography", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 2, pp. 67-75, 2014. Get it here.
Kazemzadeh F., Haider S.A., Scharfenberger C., Wong A., and Clausi D.A, "Multispectral stereoscopic imaging device: Simultaneous multiview imaging from the visible to the near-infrared", IEEE Transactions on Instrumentation and Measurement, vol. 63, pp. 1871-1873, 2014. Get it here.
Fergani K., Lui D., Scharfenberger C., Wong A., and Clausi D.A, "Hybrid structural and texture distinctiveness vector field convolution for region segmentation", Computer Vision and Image Understanding, vol. 125, pp. 85-96, 2014. Get it here.
Leigh S., Wang Z., and Clausi D.A, "Automated ice-water classification using dual polarization SAR satellite imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 52, pp. 5529-5539, 2014. Get it here.
Glaister J., Wong A., and Clausi D.A, "Segmentation of skin lesions from digital images using joint statistical texture distinctiveness", IEEE Transactions on Biomedical Engineering, vol. 61, pp. 1220-1230, 2014. Get it here.
Schwartz S., Liu C., Wong A., Clausi D.A., Fieguth P., and Bizheva K, "Energy-guided learning approach to compressive FD-OCT", Optics Express, vol. 21, pp. 329-344, 2013. Get it here.
Eichel J.A., Wong A., Fieguth P., and Clausi D.A, "Robust spectral clustering using statistical sub-graph affinity model", PLoS ONE, vol. 8, 2013. Get it here.
Wong A., Mishra A., Fieguth P., and Clausi D.A, "Sparse reconstruction of breast MRI using homotopic L
Bright J., Balaji B., Chen Y., Clausi D.A., and Zelek J.S, "PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2024. Get it here. Chen X., Patel M., Xu L., Chen Y., Clausi D.A., Andrea Scott K., and Huang W, "Pixel-Level Sea Ice Concentration Retrieval from Sentinel-1 SAR Imagery and Ancillary Data via Regional Loss Representations", Oceans Conference Record (IEEE), 2024. Get it here. Chen X., Patel M., Xu L., Scott K.A., Clausi D.A., and Huang W, "Enhancing Sea Ice Type Classification from AI4Arctic Dataset Based On Regional Loss Representations", International Geoscience and Remote Sensing Symposium (IGARSS), 2024. Get it here. Chomko V., Chen Y., Clausi D.A., and Wong A, "Synthetic Local Data Augmentation", 2024 IEEE 26th International Workshop on Multimedia Signal Processing, MMSP 2024, 2024. Get it here. Chen X., Scott K.A., Jiang M., Fang Y., Xu L., and Clausi D.A, "Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline", Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023, 2023. Get it here. Chen X., Scott K.A., and Clausi D.A, "Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023. Get it here. Patel M., Chen X., Xu L., Pena Cantu F.J., Noa Turnes J., Brubacher N.C., Clausi D.A., and Scott K.A, "The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery", International Geoscience and Remote Sensing Symposium (IGARSS), 2023. Get it here. Chen X., Valencia R., Soleymani A., Scott K.A., Jiang M., Xu L., and Clausi D.A, "Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks", International Geoscience and Remote Sensing Symposium (IGARSS), 2023. Get it here. Xu L., Fang Y., Chen X., and Clausi D.A, "Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification", International Geoscience and Remote Sensing Symposium (IGARSS), 2023. Get it here. Chen X., Patel M., Cantu F.J.P., Park J., Turnes J.N., Jiang M., Xu L., Scott K.A., Clausi D.A., and Huang W, "The Influence of Input Variable Selection on Deep Learning-Based Sea Ice Parameter Inversion from Multi-Sensor Satellite Data", Oceans Conference Record (IEEE), 2023. Get it here. Pena Cantu F.J., Chen X., Liu Y., Kanani K., Park J., Tunes J.N., Xu L., Scott K.A., and Clausi D.A, "A Hierarchical Multitask U-Net for Automated Sea Ice Mapping from AI4Arctic Sea Ice Challenge Dataset", Oceans Conference Record (IEEE), 2023. Get it here. Fang Y., De Souza A., Xu L., Chen X., and Clausi D.A, "Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery", Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, 2023. Get it here. Vats K., Fani M., Clausi D.A., and Zelek J, "Puck localization and multi-task event recognition in broadcast hockey videos", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2021. Get it here. Vats K., Fani M., Clausi D.A., and Zelek J, "Multi-task learning for jersey number recognition in ice hockey", MMSports 2021 - Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, co-located with ACM MM 2021, 2021. Get it here. Gebotys B., Wong A., and Clausi D, "POOF: Efficient Goalie Pose Annotation using Optical Flow", International Conference on Sport Sciences Research and Technology Support, icSPORTS - Proceedings, 2021. Get it here. Ghanbari M., Clausi D.A., Xu L., and Jiang M, "Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution", International Geoscience and Remote Sensing Symposium (IGARSS), 2020. Get it here. Lee P.Q., Xu L., and Clausi D.A, "Recalibrating Sentinel-1 Additive Noise-Gain with Linear Programming", International Geoscience and Remote Sensing Symposium (IGARSS), 2020. Get it here. Vats K., Fani M., Walters P., Clausi D.A., and Zelek J, "Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2020. Get it here. Cai Z., Neher H., Vats K., Clausi D.A., and Zelek J, "Temporal hockey action recognition via pose and optical flows", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2019. Get it here. Vats K., Neher H., Clausi D.A., and Zelek J, "Two-stream action recognition in ice hockey using player pose sequences and optical flows", Proceedings - 2019 16th Conference on Computer and Robot Vision, CRV 2019, 2019. Get it here. Fani M., Vats K., Dulhanty C., Clausi D.A., and Zelek J, "Pose-projected action recognition hourglass network (PARHN) in soccer", Proceedings - 2019 16th Conference on Computer and Robot Vision, CRV 2019, 2019. Get it here. Vats K., Neher H., Wong A., Clausi D.A., and Zelek J, "Kptransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019. Get it here. Kumar D., Neher H., Das A., Clausi D.A., and Waslander S.L, "Condition and viewpoint invariant omni-directional place recognition using CNN", Proceedings - 2017 14th Conference on Computer and Robot Vision, CRV 2017, 2018. Get it here. Ma A., Wong A., and Clausi D.A, "Deep learning-driven depth from defocus via active multispectral quasi-random projections with complex subpatterns", Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018, 2018. Get it here. Neher H., Vats K., Wong A., and Clausi D.A, "HyperStackNet: A hyper stacked hourglass deep convolutional neural network architecture for joint player and stick pose estimati", Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018, 2018. Get it here. Amelard R., Pfisterer K.J., Jagani S., Clausi D.A., and Wong A, "Non-contact assessment of obstructive sleep apnea cardiovascular biomarkers using photoplethysmography imaging", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2018. Get it here. Wang L., Scott K.A., Clausi D.A., and Xu Y, "Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network", International Geoscience and Remote Sensing Symposium (IGARSS), 2017. Get it here. Fani M., Neher H., Clausi D.A., Wong A., and Zelek J, "Hockey Action Recognition via Integrated Stacked Hourglass Network", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2017. Get it here. Cho D.S., Khalvati F., Clausi D.A., and Wong A, "A machine learning-driven approach to computational physiological modeling of skin cancer", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Ma A., Wong A., and Clausi D, "Depth from defocus via active quasi-random point projections: A deep learning approach", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017. Get it here. Amelard R., Hughson R.L., Greaves D.K., Clausi D.A., and Wong A, "Assessing photoplethysmographic imaging performance beyond facial perfusion analysis", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Amelard R., Hughson R.L., Clausi D.A., and Wong A, "Non-contact arrhythmia assessment in natural settings: A step toward preventive cardiac care", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2017. Get it here. Chwyl B., Chung A.G., Amelard R., Deglint J., Clausi D.A., and Wong A, "Time-frequency domain analysis via pulselets for non-contact heart rate estimation from remotely acquired photoplethysmograms", Proceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016, 2016. Get it here. Chwyl B., Chung A.G., Amelard R., Deglint J., Clausi D.A., and Wong A, "SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments", Proceedings - International Conference on Image Processing, ICIP, 2016. Get it here. Deglint J., Chung A.G., Chwyl B., Amelard R., Kazemzadeh F., Wang X.Y., Clausi D.A., and Wong A, "Photoplethysmographic imaging via spectrally demultiplexed erythema fluctuation analysis for remote heart rate monitoring", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Gawish A., Scharfenberger C., Bi H., Wong A., Fieguth P., and Clausi D, "Robust non-saliency guided watermarking", Proceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016, 2016. Get it here. Cao Y., Xu L., and Clausi D, "Active learning for identifying marine oil spills using 10-year RADARSAT data", International Geoscience and Remote Sensing Symposium (IGARSS), 2016. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Sorted self-similarity for multi-modal image registration", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016. Get it here. Boroomand A., Sekkati H., Lamm M., Clausi D.A., and Wong A, "Saliency-guided projection geometric correction using a projector-camera system", Proceedings - International Conference on Image Processing, ICIP, 2016. Get it here. Karimi A.H., Shafiee M.J., Scharfenberger C., Bendaya I., Haider S., Talukdar N., Clausi D.A., and Wong A, "Spatio-temporal saliency detection using abstracted fully-connected graphical models", Proceedings - International Conference on Image Processing, ICIP, 2016. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Self-similarity measure for multi-modal image registration", Proceedings - International Conference on Image Processing, ICIP, 2016. Get it here. Amelard R., Pfisterer K.J., Clausi D.A., and Wong A, "Non-contact hematoma damage and healing assessment using reflectance photoplethysmographic imaging", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Amelard R., Clausi D.A., and Wong A, "Spectral photoplethysmographic imaging sensor fusion for enhanced heart rate detection", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2016. Get it here. Kazemzadeh F., Jin C., Yu M., Amelard R., Haider S., Saini S., Emelko M., Clausi D.A., and Wong A, "Multispectral digital holographic microscopy with applications in water quality assessment", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Deglint J., Kazemzadeh F., Shafiee M.J., Li E., Khodadad I., Saini S.S., Wong A., and Clausi D.A, "Virtual spectral multiplexing for applications in in-situ imaging microscopy of transient phenomena", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Chwyl B., Chung A.G., Li F.Y., Wong A., and Clausi D.A, "Tiger: A texture-illumination guided energy response model for illumination robust local saliency", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Chwyl B., Chung A.G., Wong A., and Clausi D.A, "Specular reflectance suppression in endoscopic imagery via stochastic bayesian estimation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Chung A., Wang X.Y., Amelard R., Scharfenberger C., Leong J., Kulinski J., Wong A., and Clausi D.A, "High-resolution motion-compensated imaging photoplethysmography for remote heart rate monitoring", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Mishra A., Scharfenberger C., Siva P., Li F., Wong A., and Clausi D, "DESIRe Discontinuous energy seam carving for image retargeting via structural and textural energy functionals", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Mishra A., Scharfenberger C., Siva P., Li F., Wong A., and Clausi D, "DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Li F., Clausi D.A., Wang L., and Xu L, "A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2015. Get it here. Xu L., Shafiee M.J., Wong A., Li F., Wang L., and Clausi D, "Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field m", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2015. Get it here. Deglint J., Cameron A., Scharfenberger C., Lamm M., Wong A., and Clausi D, "Auto-calibration for screen correction and point cloud generation", Digest of Technical Papers - SID International Symposium, 2015. Get it here. Chwyl B., Wong A., and Clausi D.A, "Illumination robust facial feature detection via decoupled illumination and texture features", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Structural representations for multi-modal image registration based on modified entropy", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Haider S.A., Kazemzadeh F., Clausi D.A., and Wong A, "Integrated computational imaging system for enhanced polarimetric measurements", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Deglint J., Kazemzadeh F., Wong A., and Clausi D.A, "Inference of dense spectral reflectance images from sparse reflectance measurement using non-linear regression modeling", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Kazemzadeh F., Haider S., Jin C., Clausi D.A., and Wong A, "Concurrent fluorescence macro-imaging across multiple spectral regions in the visible and the near infrared", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Cho D.S., Haider S., Amelard R., Wong A., and Clausi D.A, "Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concen", Proceedings - International Symposium on Biomedical Imaging, 2015. Get it here. Kumar D., Wong A., and Clausi D.A, "Lung Nodule Classification Using Deep Features in CT Images", Proceedings -2015 12th Conference on Computer and Robot Vision, CRV 2015, 2015. Get it here. Zhu M.X., Scharfenberger C., Wong A., and Clausi D.A, "Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array", Proceedings -2015 12th Conference on Computer and Robot Vision, CRV 2015, 2015. Get it here. Amelard R., Scharfenberger C., Wong A., and Clausi D.A, "Illumination-compensated non-contact imaging photoplethysmography via dual-mode temporally coded illumination", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Amelard R., Scharfenberger C., Wong A., and Clausi D.A, "Non-contact assessment of melanin distribution via multispectral temporal illumination coding", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Glaister J., Haider S.A., Wong A., and Clausi D.A, "Restoration of block-transform compressed images via homotopic regularized sparse reconstruction", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Haider S.A., Scharfenberger C., Kazemzadeh F., Wong A., and Clausi D.A, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection", Proceedings of SPIE - The International Society for Optical Engineering, 2015. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Cross modality label fusion in multi-atlas segmentation", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2014. Get it here. Cho D.S., Haider S., Amelard R., Wong A., and Clausi D, "Physiological characterization of skin lesion using non-linear random forest regression model", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Kasiri K., Clausi D.A., and Fieguth P, "Multi-modal image registration using structural features", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Haider S., Cho D., Amelard R., Wong A., and Clausi D.A, "Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photogra", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Kazemzadeh F., Shafiee M.J., Wong A., and Clausi D.A, "Reconstruction of compressive multispectral sensing data using a multilayered conditional random field approach", Proceedings of SPIE - The International Society for Optical Engineering, 2014. Get it here. Li F., Wong A., and Clausi D.A, "Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric", International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Get it here. Li F., Wong A., and Clausi D.A, "Comparative study of feature space projection methods for hyperspectral image classification", International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Get it here. Li F., Wong A., and Clausi D.A, "Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples", International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Get it here. Wang L., Scott K., and Clausi D, "Automatic feature learning of SAR images for sea ice concentration estimation using feed-forward neural networks", International Geoscience and Remote Sensing Symposium (IGARSS), 2014. Get it here. Scharfenberger C., Waslander S.L., Zelek J.S., and Clausi D.A, "Existence detection of objects in images for robot vision using saliency histogram features", Proceedings - 2013 International Conference on Computer and Robot Vision, CRV 2013, 2013. Get it here. Amelard R., Wong A., Li F., and Clausi D.A, "Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform", International Geoscience and Remote Sensing Symposium (IGARSS), 2013. Get it here. Amelard R., Wong A., and Clausi D.A, "Unsupervised classification of agricultural land cover using polarimetric synthetic aperture radar via a sparse texture dictiona", International Geoscience and Remote Sensing Symposium (IGARSS), 2013. Get it here. Scharfenberger C., Wong A., Fergani K., Zelek J.S., and Clausi D.A, "Statistical textural distinctiveness for salient region detection in natural images", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2013. Get it here. Scharfenberger C., Chakraborty S., Zelek J., and Clausi D, "Motion stereo-based collision avoidance for an intelligent smart car door system", IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2012. Get it here. Scharfenberger C., Chakraborty S., Zelek J., and Clausi D, "Anti-trap protection for an intelligent smart car door system", IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2012. Get it here. Glaister J., Wong A., and Clausi D.A, "Illumination correction in dermatological photographs using multi-stage illumination modeling for skin lesion analysis", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Schwartz S., Wong A., and Clausi D.A, "Saliency-guided compressive fluorescence microscopy", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Amelard R., Wong A., and Clausi D.A, "Extracting morphological high-level intuitive features (HLIF) for enhancing skin lesion classification", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2012. Get it here. Shabani A.H., Clausi D.A., and Zelek J.S, "Evaluation of local spatio-temporal salient feature detectors for human action recognition", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Shabani A.H., Zelek J.S., and Clausi D.A, "Regularized gradient kernel anisotropic diffusion for better image filtering", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Schwartz S., Wong A., and Clausi D.A, "Multi-scale saliency-guided compressive sensing approach to efficient robotic laser range measurements", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Amelard R., Wong A., and Clausi D.A, "Extracting high-level intuitive features (HLIF) for classifying skin lesions using standard camera images", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Scharfenberger C., Zelek J., and Clausi D, "Robust body-height estimation for applications in automotive industry", Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012. Get it here. Kumar A., Wong A., Fieguth P., and Clausi D.A, "Multi-scale tensor vector field active contour", Proceedings - International Conference on Image Processing, ICIP, 2012. Get it here. Eichel J.A., Lee D.D., Wong A., Fieguth P.W., Clausi D.A., and Bizheva K.K, "Despeckling vs averaging of retinal UHROCT tomograms: Advantages and limitations", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2011. Get it here. Bandekar N., Wong A., Clausi D., and Gorbet M, "A novel approach to automated cell counting for studying human corneal epithelial cells", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011. Get it here. Kumar A., Wong A., Mishra A., Clausi D.A., and Fieguth P, "Tensor vector field based active contours", Proceedings - International Conference on Image Processing, ICIP, 2011. Get it here. Leigh A., Wong A., Clausi D.A., and Fieguth P, "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2011. Get it here. Mishra A., Wong A., Fieguth P., and Clausi D.A, "Multi-scale 3D representation via volumetric quasi-random scale space", Proceedings - International Conference on Image Processing, ICIP, 2011. Get it here. Eichel J.A., Clausi D.A., and Fieguth P, "Precise high speed multi-target multi-sensor local positioning system", Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011. Get it here. Cavan N., Fieguth P., and Clausi D.A, "Autocalibration: Finding infinity in a projective reconstruction", Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011. Get it here. Gignac C., Gauthier Y., Bedard J.-S., Bernier M., and Clausi D.A, "High resolution RADARSAT-2 SAR data for sea-ice classification in the neighborhood of Nunavik's marine infrastructures", Proceedings of the International Conference on Port and Ocean Engineering under Arctic Conditions, POAC, 2011. Get it here. Shabani A.H., Clausi D.A., and Zelek J.S, "Improved spatio-temporal salient feature detection for action recognition", BMVC 2011 - Proceedings of the British Machine Vision Conference 2011, 2011. Get it here. Mishra A., Fieguth P.W., and Clausi D.A, "From active contours to active surfaces", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2011. Get it here. Mishra A., Hariri S., Moayed A.A., Bizheva K., Fieguth P., and Clausi D, "A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical", Canadian Conference on Electrical and Computer Engineering, 2010. Get it here. Eichel J.A., Bizheva K.K., Clausi D.A., and Fieguth P.W, "Automated 3D reconstruction and segmentation from optical coherence tomography", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2010. Get it here. Wong A., Mishra A., Clausi D.A., and Fieguth P, "Mammogram image superresolution based on statistical moment analysis", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Wong A., Mishra A., Clausi D.A., and Fieguth P, "Quasi-random scale space approach to robust keypoint extraction in high-noise environments", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Mishra A., Fieguth P.W., and Clausi D.A, "Decoupled active surface for volumetric image segmentation", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Ochilov S., and Clausi D.A, "Automated classification of operational SAR sea ice images", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Mishra A., Wong A., Clausi D.A., and Fieguth P, "A Bayesian information flow approach to image segmentation", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Shabani A.-H., Zelek J.S., and Clausi D.A, "Human action recognition using salient opponent-based motion features", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Eichel J.A., Mishra A.K., Clausi D.A., Fieguth P.W., and Bizheva K.K, "A novel algorithm for extraction of the layers of the cornea", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Bizheva K., Hyun C., Eichel J., Hariri S., Mishra A., Clausi D., Fieguth P., Simpson T., and Hutchings N, "Evaluation of hypoxic swelling of human cornea with high speed, ultrahigh resolution optical coherence tomography", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2009. Get it here. Tung F., Zelek J.S., and Clausi D, "Efficient target recovery using stage for mean-shift tracking", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Shabani H., Clausi D.A., and Zelek J.S, "Towards a robust spatio-temporal interest point detection for human action recognition", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Wong A., Zhang W., and Clausi D.A, "IceSynth: An image synthesis system for sea-ice segmentation evaluation", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Zhang W., Wong A., and Clausi D.A, "JEDI: Adaptive stochastic estimation for joint enhancement and despeckling of images for SAR", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Wong A., Clausi D.A., and Fieguth P, "SEC: Stochastic ensemble consensus approach to unsupervised sar sea-ice segmentation", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Wong A., Clausi D.A., and Fieguth P, "Adaptive monte carlo retinex method for illumination and reflectance separation and color image enhancement", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Zaboli S., and Clausi D.A, "Video pause detection using wavelets", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Mishra A.K., Fieguth P.W., and Clausi D.A, "A Robust Modular Wavelet Network Based Symbol Classifier", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009. Get it here. Mishra A.K., Eichel J.A., Fieguth P.W., and Clausi D.A, "VizDraw: A platform to convert online hand-drawn graphics into computer graphics", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009. Get it here. Yang X., and Clausi D.A, "Structure-preserving speckle reduction of sar images using nonlocal means filters", Proceedings - International Conference on Image Processing, ICIP, 2009. Get it here. Yang X., and Clausi D.A, "SAR sea ice image segmentation using an edge-preserving region-based MRF", Proceedings - International Conference on Image Processing, ICIP, 2009. Get it here. Mishra A.K., Fieguth P., and Clausi D.A, "Robust snake convergence based on dynamic programming", Proceedings - International Conference on Image Processing, ICIP, 2008. Get it here. Wong A., Fieguth P., and Clausi D, "A perceptually adaptive approach to image denoising using anisotropic non-local means", Proceedings - International Conference on Image Processing, ICIP, 2008. Get it here. Mishra A.K., Wong A., Clausi D.A., and Fieguth P.W, "Adaptive nonlinear image denoising and restoration using a cooperative bayesian estimation approach", Proceedings - 6th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2008, 2008. Get it here. Wong A., and Clausi D, "Automatic registration of inter-band and inter-sensor images using robust complex wavelet feature representations", 2008 IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2008, 2008. Get it here. Yu P., Clausi D.A., Abreu R.D., and Agnew T, "Combining AMSR-E and QuikSCAT image data to improve sea ice classification", 2008 IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2008, 2008. Get it here. Clausi D.A., Qin A.K., Chowdhury M.S., Yu P., and Maillard P, "Magic: Map-guided ice classification system for operational analysis", 2008 IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2008, 2008. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. El Nabbout N.M., Zelek J.S., and Clausi D, "Automatically detecting and tracking people walking through a transparent door with vision", Proceedings of the 5th Canadian Conference on Computer and Robot Vision, CRV 2008, 2008. Get it here. Mishra A.K., Fieguth P., and Clausi D.A, "Accurate boundary localization using dynamic programming on snakes", Proceedings of the 5th Canadian Conference on Computer and Robot Vision, CRV 2008, 2008. Get it here. Wong A., Clausi D., and Fieguth P, "Phase-adaptive image signal fusion using complex-valued wavelets", Proceedings - International Conference on Pattern Recognition, 2008. Get it here. Wong A., Mishra A., Fieguth P., and Clausi D, "An adaptive Monte Carlo approach to nonlinear image denoising", Proceedings - International Conference on Pattern Recognition, 2008. Get it here. Wong A., Mishra A., Fieguth P., Clausi D., Dunk N.M., and Callaghan J.P, "Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex wavelets", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS).", Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2008. Get it here. Siva P., Brodland G.W., and Clausi D, "Automated detection of mitosis in embryonic tissues", Proceedings - Fourth Canadian Conference on Computer and Robot Vision, CRV 2007, 2007. Get it here. Xuezhi Y., and Clausi D.A, "SAR sea ice image segmentation based on edge-preserving watersheds", Proceedings - Fourth Canadian Conference on Computer and Robot Vision, CRV 2007, 2007. Get it here. Qiyao Y., and Clausi D.A, "Filament preserving segmentation for SAR sea ice imagery using a new statistical model", Proceedings - International Conference on Pattern Recognition, 2006. Get it here. Yu Q., and Clausi D.A, "Joint image segmentation and interpretation using iterative semantic region growing on SAR sea ice imagery", Proceedings - International Conference on Pattern Recognition, 2006. Get it here. Iles P.J.W., Clausi D.A., Puddister S.M., and Brodland G.W, "Average cell orientation, shape and size estimated from tissue images", Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005, 2005. Get it here. Maillard P., and Clausi D.A, "Comparing classification metrics for labeling segmented remote sensing images", Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005, 2005. Get it here. Yu Q., and Clausi D.A, "Combining local and global features for image segmentation using iterative classification and region merging", Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005, 2005. Get it here. Iles P.J.W., Clausi D.A., and Brodland G.W, "Estimation of average cell shape digital images of cellular surfaces", Proceedings - 1st Canadian Conference on Computer and Robot Vision, 2004. Get it here. Deng H., and Clausi D.A, "Unsupervised image segmentation using a simple MRF model with a new implementation scheme", Proceedings - International Conference on Pattern Recognition, 2004. Get it here. Chowdhury M.S., and Clausi D.A, "Sea ice boundary detection in SAR satellite images using conflicting strength", Proceedings - 1st Canadian Conference on Computer and Robot Vision, 2004. Get it here. Jobanputra R., and Clausi D.A, "Texture analysis using Gaussian weighted grey level co-occurrence probabilities", Proceedings - 1st Canadian Conference on Computer and Robot Vision, 2004. Get it here. Clausi D.A., and Deng H, "Operational segmentation and classification of SAR sea ice imagery", 2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2004. Get it here. Deng H., and Clausi D.A, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using MRF models", Proceedings - 1st Canadian Conference on Computer and Robot Vision, 2004. Get it here. Clausi D.A., and Deng H, "Feature fusion for image texture segmentation", Proceedings - International Conference on Pattern Recognition, 2004. Get it here. Clausi D.A., and Yue B, "Texture segmentation comparison using grey level Co-occurrence probabilities and Markov random fields", Proceedings - International Conference on Pattern Recognition, 2004. Get it here. Deng H., and Clausi D.A, "Advanced gaussian MRF rotation-invariant texture features for classification of remote sensing imagery", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Get it here. Clausi D.A., and Zhao Y, "An advanced computational method to determine co-occurrence probability texture features", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Ali M.A., and Clausi D.A, "Automatic registration of SAR and visible band remote sensing images", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Chowdhury M.S., and Clausi D.A, "Shape preserving edge enhancement in remote sensing imagery", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Yue B., and Clausi D.A, "Sea ice segmentation using Markov random fields", International Geoscience and Remote Sensing Symposium (IGARSS), 2001. Get it here. Ali M., and Clausi D, "Using the Canny edge detector for feature extraction and enhancement of remote sensing images", International Geoscience and Remote Sensing Symposium (IGARSS), 2001. Get it here. Zhao Y., and Clausi D.A, "Design and establishment of multi-scale spatial information system based on regional planning and decision making", International Geoscience and Remote Sensing Symposium (IGARSS), 2001. Get it here. Clausi D.A., and Zhao Y, "Rapid determination of co-occurrence texture features", International Geoscience and Remote Sensing Symposium (IGARSS), 2001. Get it here. Ge R., and Clausi D.A, "Morphological skeleton algorithm for PDP production line inspection", Canadian Conference on Electrical and Computer Engineering, 2001. Get it here. Ge R., and Clausi D.A, "An automated and rapid defect inspection algorithm for fluorescent PDP patterns", Canadian Conference on Electrical and Computer Engineering, 2001. Get it here. Booth S., and Clausi D.A, "Image segmentation using MRI vertebral cross-sections", Canadian Conference on Electrical and Computer Engineering, 2001. Get it here. Jiang M., Chen X., Xu L., and Clausi D.A, "Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network", International Geoscience and Remote Sensing Symposium (IGARSS), 2022. Get it here. Gebotys B., Wong A., and Clausi D.A, "M2A: Motion Aware Attention for Accurate Video Action Recognition", Proceedings - 2022 19th Conference on Robots and Vision, CRV 2022, 2022. Get it here. Vats K., McNally W., Walters P., Clausi D.A., and Zelek J.S, "Ice hockey player identification via transformers and weakly supervised learning", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2022. Get it here. Balaji B., Bright J., Prakash H., Chen Y., Clausi D.A., and Zelek J, "Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos", MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023, . Get it here. Shang J.C., Chen Y., Shafiee M.J., and Clausi D.A, "Rink-Agnostic Hockey Rink Registration", MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023, . Get it here.