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Kanav Vats
Kanav Vats
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GolfDB: A Video Database for Golf Swing Sequencing
W McNally, K Vats, T Pinto, C Dulhanty, J McPhee, A Wong
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019
572019
Rethinking keypoint representations: Modeling keypoints and poses as objects for multi-person human pose estimation
W McNally, K Vats, A Wong, J McPhee
European Conference on Computer Vision, 37-54, 2022
502022
Event detection in coarsely annotated sports videos via parallel multi-receptive field 1d convolutions
K Vats, M Fani, P Walters, DA Clausi, J Zelek
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
462020
EvoPose2D: Pushing the boundaries of 2d human pose estimation using accelerated neuroevolution with weight transfer
W McNally, K Vats, A Wong, J McPhee
IEEE Access 9, 139403-139414, 2021
432021
Temporal hockey action recognition via pose and optical flows
Z Cai, H Neher, K Vats, DA Clausi, J Zelek
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
412019
Player tracking and identification in ice hockey
K Vats, P Walters, M Fani, DA Clausi, JS Zelek
Expert Systems with Applications 213, 119250, 2023
282023
Ice hockey player identification via transformers and weakly supervised learning
K Vats, W McNally, P Walters, DA Clausi, JS Zelek
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
142022
Puck localization and multi-task event recognition in broadcast hockey videos
K Vats, M Fani, DA Clausi, J Zelek
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
132021
Multi-task learning for jersey number recognition in ice hockey
K Vats, M Fani, DA Clausi, J Zelek
Proceedings of the 4th International Workshop on Multimedia Content Analysis …, 2021
122021
Two-stream action recognition in ice hockey using player pose sequences and optical flows
K Vats, H Neher, DA Clausi, J Zelek
2019 16th Conference on computer and robot vision (CRV), 181-188, 2019
102019
Pucknet: Estimating hockey puck location from broadcast video
K Vats, W McNally, C Dulhanty, ZQ Lin, DA Clausi, J Zelek
arXiv preprint arXiv:1912.05107, 2019
82019
Hyperstacknet: A hyper stacked hourglass deep convolutional neural network architecture for joint player and stick pose estimation in hockey
H Neher, K Vats, A Wong, DA Clausi
2018 15th Conference on Computer and Robot Vision (CRV), 313-320, 2018
82018
Ice hockey player identification via transformers and weakly supervised learning
K Vats, W McNally, P Walters, DA Clausi, JS Zelek
arXiv preprint arXiv:2111.11535, 2021
52021
DeepDarts: Modeling keypoints as objects for automatic scorekeeping in darts using a single camera
W McNally, P Walters, K Vats, A Wong, J McPhee
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
52021
Pose-projected action recognition hourglass network (PARHN) in soccer
M Fani, K Vats, C Dulhanty, DA Clausi, J Zelek
2019 16th Conference on Computer and Robot Vision (CRV), 201-208, 2019
52019
Evaluating deep tracking models for player tracking in broadcast ice hockey video
K Vats, M Fani, DA Clausi, JS Zelek
arXiv preprint arXiv:2205.10949, 2022
32022
Beyond explainability: Leveraging interpretability for improved adversarial learning
D Kumarl Ibrahim Ben Daya, K Vats, J Feng, G Taylor, A Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
22019
Player tracking and identification in broadcast ice hockey video
K Vats
University of Waterloo, 2022
12022
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation
K Vats, H Neher, A Wong, DA Clausi, J Zelek
Image Analysis and Recognition, 2019
2019
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Articles 1–19