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Kanav Vats
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2020 – today
- 2023
- [j2]Kanav Vats
, Pascale Walters
Player tracking and identification in ice hockey. Expert Syst. Appl. 213(Part): 119250 (2023) - 2022
- [c14]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 - [c13]William J. McNally
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation. ECCV (6) 2022: 37-54 - [c12]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 - [i14]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
- [j1]William J. McNally
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer. IEEE Access 9: 139403-139414 (2021) - [c11]William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee:
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera. CVPR Workshops 2021: 4547-4556 - [c10]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 - [c9]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 - [i13]William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee:
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera. CoRR abs/2105.09880 (2021) - [i12]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) - [i11]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) - [i10]Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek:
Player Tracking and Identification in Ice Hockey. CoRR abs/2110.03090 (2021) - [i9]William J. McNally, Kanav Vats, Alexander Wong, John McPhee:
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation. CoRR abs/2111.08557 (2021) - [i8]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
- [c8]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 - [i7]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) - [i6]William J. McNally, Kanav Vats, Alexander Wong, John McPhee:
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution. CoRR abs/2011.08446 (2020)
2010 – 2019
- 2019
- [c7]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 - [c6]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 - [c5]Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong:
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CVPR Workshops 2019: 16-19 - [c4]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 - [c3]William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong:
GolfDB: A Video Database for Golf Swing Sequencing. CVPR Workshops 2019: 2553-2562 - [c2]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 - [i5]William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong:
GolfDB: A Video Database for Golf Swing Sequencing. CoRR abs/1903.06528 (2019) - [i4]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) - [i3]Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong:
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CoRR abs/1904.09633 (2019) - [i2]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
- [c1]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 - [i1]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)
Coauthor Index
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