David A. Clausi

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 128

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

IGARSS

CRV

Publications

Jerrin Bright, Bavesh Balaji, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery. CoRR (2024)
Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi
IceGCN: An Interactive Sea Ice Classification Pipeline for SAR Imagery Based on Graph Convolutional Network. Remote. Sens. 16 (13) (2024)
Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jerrin Bright, Bavesh Balaji, Yuhao Chen, David A. Clausi, John S. Zelek
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics. CoRR (2024)
Xinwei Chen, Fernando J. Pena Cantu, Muhammed Patel, Linlin Xu, Neil C. Brubacher, Katharine Andrea Scott, David A. Clausi
A comparative study of data input selection for deep learning-based automated sea ice mapping. Int. J. Appl. Earth Obs. Geoinformation 131 (2024)
Harish Prakash, Jia Cheng Shang, Ken M. Nsiempba, Yuhao Chen, David A. Clausi, John S. Zelek
Multi Player Tracking in Ice Hockey with Homographic Projections. CoRR (2024)
Jia Cheng Shang, Yuhao Chen, Mohammad Javad Shafiee, David A. Clausi
Rink-Agnostic Hockey Rink Registration. CoRR (2024)
Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla, Yuhao Chen, Alexander Wong, John S. Zelek, David A. Clausi
Domain-Guided Masked Autoencoders for Unique Player Identification. CoRR (2024)
Muhammed Patel, Xinwei Chen, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi
Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types. CoRR (2024)
Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek
Player tracking and identification in ice hockey. Expert Syst. Appl. 213 (Part) (2023)
Xinwei Chen, Katharine Andrea Scott, Mingzhe Jiang, Yuan Fang, Linlin Xu, David A. Clausi
Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. WACV (Workshops) (2023)
Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos. MMSports@MM (2023)
Fernando J. Pena Cantu, Xinwei Chen, Linlin Xu, Max Ian A. Manning, Katharine Andrea Scott, David A. Clausi
Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery. IGARSS (2023)
Yuan Fang, Yuxian Wang, Linlin Xu, Yujia Chen, Alexander Wong, David A. Clausi
Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mohsen Ghanbari, Linlin Xu, David A. Clausi
Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jia Cheng Shang, Yuhao Chen, Mohammad Javad Shafiee, David A. Clausi
Rink-Agnostic Hockey Rink Registration. MMSports@MM (2023)
Xinwei Chen, Katharine Andrea Scott, Linlin Xu, Mingzhe Jiang, Yuan Fang, David A. Clausi
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Saeid Taleghanidoozdoozan, Linlin Xu, David A. Clausi
Region-Based Sea Ice Mapping Using Compact Polarimetric Synthetic Aperture Radar Imagery with Learned Features and Contextual Information. Remote. Sens. 15 (12) (2023)
Linlin Xu, Yuan Fang, Xinwei Chen, David A. Clausi
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification. IGARSS (2023)
Yuan Fang, Alexander De Souza, Linlin Xu, Xinwei Chen, David A. Clausi
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery. WHISPERS (2023)
Marjan Shahi, David A. Clausi, Alexander Wong
GoalieNet: A Multi-Stage Network for Joint Goalie, Equipment, and Net Pose Estimation in Ice Hockey. CoRR (2023)
Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott, Mingzhe Jiang, Linln Xu, David A. Clausi
Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks. IGARSS (2023)
Yifan Wu, Linlin Xu, Lei Wang, Qi Chen, Yuhao Chen, David A. Clausi
Multi-Task Edge Detection for Building Vectorization From Aerial Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Muhammed Patel, Xinwei Chen, Linlin Xu, Fernando J. Pena Cantu, Javier Noa Turnes, Neil C. Brubacher, David A. Clausi, Katharine Andrea Scott
The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery. IGARSS (2023)
Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos. CoRR (2023)
Kanav Vats, William J. McNally, Pascale Walters, David A. Clausi, John S. Zelek
Ice hockey player identification via transformers and weakly supervised learning. CVPR Workshops (2022)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Evaluating deep tracking models for player tracking in broadcast ice hockey video. CoRR (2022)
Mingzhe Jiang, David A. Clausi, Linlin Xu
Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mingzhe Jiang, Linlin Xu, David A. Clausi
Sea Ice-Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling. Remote. Sens. 14 (13) (2022)
Yuan Fang, Yuxian Wang, Linlin Xu, Rongming Zhuo, Alexander Wong, David A. Clausi
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinwei Chen, Katharine Andrea Scott, David A. Clausi
Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN. ICPR Workshops (3) (2022)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Evaluating deep tracking models for player tracking in broadcast ice hockey video. LINHAC (2022)
Yuan Fang, Linlin Xu, Yuhao Chen, Wei Zhou, Alexander Wong, David A. Clausi
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Peter Q. Lee, Linlin Xu, David A. Clausi
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Brennan Gebotys, Alexander Wong, David A. Clausi
Bag of Tricks for Natural Policy Gradient Reinforcement Learning. CoRR (2022)
Yuan Fang, Linlin Xu, Alexander Wong, David A. Clausi
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models. Remote. Sens. 14 (10) (2022)
Yifan Wu, Linlin Xu, Yuhao Chen, Alexander Wong, David A. Clausi
TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Brennan Gebotys, Alexander Wong, David A. Clausi
M2A: Motion Aware Attention for Accurate Video Action Recognition. CRV (2022)
Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi
Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network. IGARSS (2022)
Brennan Gebotys, Alexander Wong, David A. Clausi
POOF: Efficient Goalie Pose Annotation using Optical Flow. icSPORTS (2021)
Nazanin Asadi, K. Andrea Scott, Alexander S. Komarov, Mark Buehner, David A. Clausi
Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Kanav Vats, William J. McNally, Pascale Walters, David A. Clausi, John S. Zelek
Ice hockey player identification via transformers. CoRR (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos. CVPR Workshops (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Multi-task Learning for Jersey Number Recognition in Ice Hockey. MMSports@MM (2021)
Brennan Gebotys, Alexander Wong, David A. Clausi
M2A: Motion Aware Attention for Accurate Video Action Recognition. CoRR (2021)
Mohsen Ghanbari, David A. Clausi, Linlin Xu
CP-IRGS: A Region-Based Segmentation of Multilook Complex Compact Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John S. Zelek, Alexander Wong
Localization of Ice-Rink for Broadcast Hockey Videos. CoRR (2021)
Yujia Chen, Linlin Xu, Yuan Fang, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Multi-task learning for jersey number recognition in Ice Hockey. CoRR (2021)
Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek
Player Tracking and Identification in Ice Hockey. CoRR (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Puck localization and multi-task event recognition in broadcast hockey videos. CoRR (2021)
Keerthijan Radhakrishnan, K. Andrea Scott, David A. Clausi
Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data With a U-Net and Curriculum Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John S. Zelek
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions. CoRR (2020)
Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution. IGARSS (2020)
Marie Hoekstra, Mingzhe Jiang, David A. Clausi, Claude R. Duguay
Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling. Remote. Sens. 12 (9) (2020)
Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John S. Zelek
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions. CVPR Workshops (2020)
Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Peter Q. Lee, Linlin Xu, David A. Clausi
Recalibrating Sentinel-1 Additive Noise-Gain with Linear Programming. IGARSS (2020)
Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. IEEE Trans. Cybern. 50 (7) (2020)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CVPR Workshops (2019)
Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang
Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Kanav Vats, William J. McNally, Chris Dulhanty, Zhong Qiu Lin, David A. Clausi, John S. Zelek
PuckNet: Estimating hockey puck location from broadcast video. CoRR (2019)
Mehrnaz Fani, Kanav Vats, Christopher Dulhanty, David A. Clausi, John S. Zelek
Pose-Projected Action Recognition Hourglass Network (PARHN) in Soccer. CRV (2019)
Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR (2019)
Caifeng Wang, Linlin Xu, David A. Clausi, Alexander Wong
A Bayesian Joint Decorrelation and Despeckling of SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 16 (9) (2019)
Vignesh Sankar, Devinder Kumar, David A. Clausi, Graham W. Taylor, Alexander Wong
SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. CoRR (2019)
Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation. ICIAR (2) (2019)
Devinder Kumar, Vignesh Sankar, David A. Clausi, Graham W. Taylor, Alexander Wong
SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. IEEE Access 7 (2019)
Yuan Fang, Zhongzheng Hu, Linlin Xu, Alexander Wong, David A. Clausi
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery. WHISPERS (2019)
Kanav Vats, Helmut Neher, David A. Clausi, John S. Zelek
Two-Stream Action Recognition in Ice Hockey using Player Pose Sequences and Optical Flows. CRV (2019)
Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation. CoRR (2019)
Junqian Wang, Claude R. Duguay, David A. Clausi, Véronique Pinard, Stephen E. L. Howell
Semi-Automated Classification of Lake Ice Cover Using Dual Polarization RADARSAT-2 Imagery. Remote. Sens. 10 (11) (2018)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CoRR (2018)
Avery Ma, Alexander Wong, David A. Clausi
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns. CRV (2018)
Yuan Fang, Linlin Xu, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Fan Li, David A. Clausi, Linlin Xu, Alexander Wong
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Helmut Neher, Kanav Vats, Alexander Wong, David A. Clausi
HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey. CRV (2018)
Linlin Xu, David A. Clausi, Fan Li, Alexander Wong
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek
Hockey Action Recognition via Integrated Stacked Hourglass Network. CVPR Workshops (2017)
Devinder Kumar, Helmut Neher, Arun Das, David A. Clausi, Steven Lake Waslander
Condition and Viewpoint Invariant Omni-Directional Place Recognition Using CNN. CRV (2017)
Lei Wang, K. Andrea Scott, David A. Clausi, Yan Xu
Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network. IGARSS (2017)
Lei Wang, K. Andrea Scott, David A. Clausi
Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network. Remote. Sens. 9 (5) (2017)
Grant Gunn, Claude R. Duguay, Christopher P. Derksen, David A. Clausi, Peter Toose
Investigating the Influence of Variable Freshwater Ice Types on Passive and Active Microwave Observations. Remote. Sens. 9 (12) (2017)
Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging 3 (1) (2017)
Mehrnaz Fani, Mehran Yazdi, David A. Clausi, Alexander Wong
Soccer Video Structure Analysis by Parallel Feature Fusion Network and Hidden-to-Observable Transferring Markov Model. IEEE Access 5 (2017)
Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong
A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer. ICIAR (2017)
Yongfeng Cao, Linlin Xu, David A. Clausi
Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004-2013) RADARSAT Data. Remote. Sens. 9 (10) (2017)
Linlin Xu, Alexander Wong, David A. Clausi
An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills. IEEE Geosci. Remote. Sens. Lett. 14 (2) (2017)
Linlin Xu, Alexander Wong, David A. Clausi
A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Avery Ma, Alexander Wong, David A. Clausi
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach. ICIAR (2017)
Lei Wang, K. Andrea Scott, Linlin Xu, David A. Clausi
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Yongfeng Cao, Linlin Xu, David A. Clausi
Active learning for identifying marine oil spills using 10-year RADARSAT data. IGARSS (2016)
Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong
Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP (2016)
Keyvan Kasiri, Paul W. Fieguth, David A. Clausi
Sorted self-similarity for multi-modal image registration. EMBC (2016)
Linlin Xu, Alexander Wong, Fan Li, David A. Clausi
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms. CRV (2016)
Robert Amelard, David A. Clausi, Alexander Wong
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems. CoRR (2016)
Ameneh Boroomand, Hicham Sekkati, Mark Lamm, David A. Clausi, Alexander Wong
Saliency-guided projection geometric correction using a projector-camera system. ICIP (2016)
Robert Amelard, David A. Clausi, Alexander Wong
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging. CoRR (2016)
Keyvan Kasiri, Paul W. Fieguth, David A. Clausi
Self-similarity measure for multi-modal image registration. ICIP (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

David A. Clausi