| 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 | 96 | 2022 |
| 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 | 71 | 2019 |
| 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 | 56 | 2020 |
| 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 | 50 | 2019 |
| Player tracking and identification in ice hockey K Vats, P Walters, M Fani, DA Clausi, JS Zelek Expert systems with applications 213, 119250, 2023 | 45 | 2023 |
| Evopose2d: Pushing the boundaries of 2d human pose estimation using neuroevolution W McNally, K Vats, A Wong, J McPhee arXiv preprint arXiv:2011.08446 2, 2020 | 25 | 2020 |
| 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 | 24 | 2022 |
| 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 | 23 | 2021 |
| 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 | 21 | 2021 |
| 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 | 20 | 2021 |
| 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 | 13 | 2019 |
| 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 | 12 | 2019 |
| 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 | 11 | 2018 |
| 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 | 9 | 2021 |
| 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 | 7 | 2019 |
| 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 | 5 | 2021 |
| 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 | 3 | 2022 |
| 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 | 2 | 2019 |
| Player tracking and identification in broadcast ice hockey video K Vats University of Waterloo, 2022 | 1 | 2022 |
| 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 |
David A. ClausiAssociate Dean - Research, Faculty of Engineering; Professor, Systems Design EngineeringVerified email at uwaterloo.ca
