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David A. Clausi
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2024
- [j98]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: 103920 (2024) - [j97]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: 1-5 (2024) - [j96]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): 2301 (2024) - [c132]Jerrin Bright, Bavesh Balaji, Yuhao Chen, David A. Clausi, John S. Zelek:
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics. CVPR Workshops 2024: 3420-3429 - [c131]Xinwei Chen, Muhammed Patel, Linlin Xu, Katharine Andrea Scott, David A. Clausi, Weimin Huang:
Enhancing Sea Ice Type Classification from AI4Arctic Dataset Based On Regional Loss Representations. IGARSS 2024: 178-182 - [c130]Vasyl Chomko, Yuhao Chen
, David A. Clausi
, Alexander Wong
:
Synthetic Local Data Augmentation. MMSP 2024: 1-6 - [c129]Bavesh Balaji, Jerrin Bright, Yuhao Chen, Sirisha Rambhatla, John S. Zelek, David A. Clausi:
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction. NeurIPS 2024 - [i27]Jia Cheng Shang, Yuhao Chen, Mohammad Javad Shafiee, David A. Clausi:
Rink-Agnostic Hockey Rink Registration. CoRR abs/2401.01003 (2024) - [i26]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 abs/2403.09063 (2024) - [i25]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 abs/2403.11328 (2024) - [i24]Jerrin Bright
, Bavesh Balaji, Yuhao Chen, David A. Clausi, John S. Zelek:
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics. CoRR abs/2405.07407 (2024) - [i23]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 abs/2405.10456 (2024) - [i22]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 abs/2405.13397 (2024) - 2023
- [j95]Kanav Vats
, Pascale Walters
, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Player tracking and identification in ice hockey. Expert Syst. Appl. 213(Part): 119250 (2023) - [j94]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: 1-5 (2023) - [j93]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): 3199 (2023) - [j92]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: 3892-3904 (2023) - [j91]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: 1-13 (2023) - [j90]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: 1-12 (2023) - [c128]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: 141-144 - [c127]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: 172-175 - [c126]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: 5732-5734 - [c125]Linlin Xu, Yuan Fang, Xinwei Chen, David A. Clausi:
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification. IGARSS 2023: 5942-5945 - [c124]Jia Cheng Shang
, Yuhao Chen
, Mohammad Javad Shafiee
, David A. Clausi
:
Rink-Agnostic Hockey Rink Registration. MMSports@MM 2023: 73-81 - [c123]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: 123-130 - [c122]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: 224-232 - [c121]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: 1-5 - [i21]Marjan Shahi, David A. Clausi, Alexander Wong:
GoalieNet: A Multi-Stage Network for Joint Goalie, Equipment, and Net Pose Estimation in Ice Hockey. CoRR abs/2306.15853 (2023) - [i20]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 abs/2309.06285 (2023) - 2022
- [j89]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: 1-5 (2022) - [j88]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): 2311 (2022) - [j87]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): 3025 (2022) - [j86]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: 4571-4582 (2022) - [j85]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: 7964-7977 (2022) - [j84]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: 1-14 (2022) - [j83]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: 1-14 (2022) - [c120]Brennan Gebotys, Alexander Wong, David A. Clausi:
M2A: Motion Aware Attention for Accurate Video Action Recognition. CRV 2022: 83-89 - [c119]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: 3450-3459 - [c118]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: 343-356 - [c117]Mingzhe Jiang
, Xinwei Chen, Linlin Xu, David A. Clausi:
Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network. IGARSS 2022: 1031-1034 - [c116]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Evaluating deep tracking models for player tracking in broadcast ice hockey video. LINHAC 2022: 98-108 - [i19]Brennan Gebotys, Alexander Wong, David A. Clausi:
Bag of Tricks for Natural Policy Gradient Reinforcement Learning. CoRR abs/2201.09104 (2022) - [i18]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Evaluating deep tracking models for player tracking in broadcast ice hockey video. CoRR abs/2205.10949 (2022) - 2021
- [j82]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): 162-166 (2021) - [j81]Keerthijan Radhakrishnan
, Katharine 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: 5339-5351 (2021) - [j80]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: 6559-6571 (2021) - [j79]Nazanin Asadi
, Katharine 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): 247-259 (2021) - [c115]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos. CVPR Workshops 2021: 4567-4575 - [c114]Brennan Gebotys, Alexander Wong, David A. Clausi:
POOF: Efficient Goalie Pose Annotation using Optical Flow. icSPORTS 2021: 116-122 - [c113]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Multi-task Learning for Jersey Number Recognition in Ice Hockey. MMSports@MM 2021: 11-15 - [i17]Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John S. Zelek, Alexander Wong:
Localization of Ice-Rink for Broadcast Hockey Videos. CoRR abs/2104.10847 (2021) - [i16]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Puck localization and multi-task event recognition in broadcast hockey videos. CoRR abs/2105.10563 (2021) - [i15]Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Multi-task learning for jersey number recognition in Ice Hockey. CoRR abs/2108.07848 (2021) - [i14]Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Player Tracking and Identification in Ice Hockey. CoRR abs/2110.03090 (2021) - [i13]Brennan Gebotys, Alexander Wong, David A. Clausi:
M2A: Motion Aware Attention for Accurate Video Action Recognition. CoRR abs/2111.09976 (2021) - [i12]Kanav Vats, William J. McNally, Pascale Walters, David A. Clausi, John S. Zelek:
Ice hockey player identification via transformers. CoRR abs/2111.11535 (2021) - 2020
- [j78]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): 1425 (2020) - [j77]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): 3318-3329 (2020) - [j76]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): 5588-5601 (2020) - [c112]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: 3856-3865 - [c111]Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang
:
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution. IGARSS 2020: 1456-1459 - [c110]Peter Q. Lee
, Linlin Xu, David A. Clausi:
Recalibrating Sentinel-1 Additive Noise-Gain with Linear Programming. IGARSS 2020: 6158-6161 - [i11]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 abs/2004.06172 (2020)
2010 – 2019
- 2019
- [j75]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: 145444-145454 (2019) - [j74]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): 1393-1397 (2019) - [j73]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): 7476-7491 (2019) - [c109]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: 181-188 - [c108]Mehrnaz Fani, Kanav Vats, Christopher Dulhanty, David A. Clausi, John S. Zelek:
Pose-Projected Action Recognition Hourglass Network (PARHN) in Soccer. CRV 2019: 201-208 - [c107]Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek:
Temporal Hockey Action Recognition via Pose and Optical Flows. CVPR Workshops 2019: 2543-2552 - [c106]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: 220-231 - [c105]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: 1-5 - [i10]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 abs/1901.04641 (2019) - [i9]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 abs/1903.09926 (2019) - [i8]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR abs/1905.04621 (2019) - [i7]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 abs/1912.05107 (2019) - 2018
- [j72]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): 1727 (2018) - [j71]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): 3325-3337 (2018) - [j70]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): 3-16 (2018) - [c104]Avery Ma, Alexander Wong, David A. Clausi:
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns. CRV 2018: 292-296 - [c103]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: 313-320 - [i6]Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek:
Temporal Hockey Action Recognition via Pose and Optical Flows. CoRR abs/1812.09533 (2018) - 2017
- [j69]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: 27322-27336 (2017) - [j68]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): 188-192 (2017) - [j67]Lei Wang, Katharine Andrea Scott, David A. Clausi
:
Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network. Remote. Sens. 9(5): 408 (2017) - [j66]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): 1041 (2017) - [j65]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): 1242 (2017) - [j64]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): 74-83 (2017) - [j63]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): 1424-1436 (2017) - [j62]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): 4913-4924 (2017) - [c102]Devinder Kumar, Helmut Neher, Arun Das, David A. Clausi, Steven Lake Waslander
:
Condition and Viewpoint Invariant Omni-Directional Place Recognition Using CNN. CRV 2017: 32-39 - [c101]Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek:
Hockey Action Recognition via Integrated Stacked Hourglass Network. CVPR Workshops 2017: 85-93 - [c100]Avery Ma, Alexander Wong, David A. Clausi:
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach. ICIAR 2017: 35-42 - [c99]Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong:
A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer. ICIAR 2017: 79-86 - [c98]Lei Wang, Katharine Andrea Scott, David A. Clausi, Yan Xu:
Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network. IGARSS 2017: 4991-4994 - 2016
- [j61]Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi:
Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access 4: 48-60 (2016) - [j60]Linlin Xu, Alexander Wong, Fan Li, David A. Clausi:
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 695-707 (2016) - [j59]Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, David A. Clausi:
Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2882-2890 (2016) - [j58]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): 1118-1130 (2016) - [j57]Lei Wang, Katharine 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): 4524-4533 (2016) - [c97]Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Robust Non-saliency Guided Watermarking. CRV 2016: 32-36 - [c96]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: 201-207 - [c95]Keyvan Kasiri, Paul W. Fieguth, David A. Clausi:
Sorted self-similarity for multi-modal image registration. EMBC 2016: 1151-1154 - [c94]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: 694-698 - [c93]Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong:
SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. ICIP 2016: 1230-1234 - [c92]Ameneh Boroomand, Hicham Sekkati, Mark Lamm, David A. Clausi, Alexander Wong:
Saliency-guided projection geometric correction using a projector-camera system. ICIP 2016: 2951-2955 - [c91]Keyvan Kasiri, Paul W. Fieguth, David A. Clausi:
Self-similarity measure for multi-modal image registration. ICIP 2016: 4498-4502 - [c90]Yongfeng Cao, Linlin Xu, David A. Clausi:
Active learning for identifying marine oil spills using 10-year RADARSAT data. IGARSS 2016: 7722-7725 - [i5]Robert Amelard, Richard Lee Hughson, Danielle K. Greaves, Kaylen J. Pfisterer, Jason Leung, David A. Clausi, Alexander Wong:
Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. CoRR abs/1604.05213 (2016) - [i4]Robert Amelard, David A. Clausi, Alexander Wong:
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging. CoRR abs/1606.09118 (2016) - [i3]Robert Amelard, David A. Clausi, Alexander Wong:
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems. CoRR abs/1607.08129 (2016) - 2015
- [j56]Shimon Schwartz, Alexander Wong, David A. Clausi:
Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance. J. Vis. Commun. Image Represent. 31: 26-40 (2015) - [j55]Fan Li, Linlin Xu, Alexander Wong, David A. Clausi:
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 12(7): 1566-1570 (2015) - [j54]