Kanav Vats

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 30

Top Topics

Pose Estimation

Top Venues

Publications

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)
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)
William J. McNally, Kanav Vats, Alexander Wong, John McPhee
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation. ECCV (6) (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)
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)
William J. McNally, Kanav Vats, Alexander Wong, John McPhee
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer. IEEE Access 9 (2021)
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)
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 (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)
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 (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)
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)
William J. McNally, Kanav Vats, Alexander Wong, John McPhee
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution. CoRR (2020)
William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
GolfDB: A Video Database for Golf Swing Sequencing. CoRR (2019)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CVPR Workshops (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)
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, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CoRR (2019)
William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
GolfDB: A Video Database for Golf Swing Sequencing. CVPR Workshops (2019)
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)
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)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CoRR (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)