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Author

Kanav Vats

Observed name: Vats, Kanav
ORCID: 0000-0002-9515-7259
Observed ORCID: 0000-0002-9515-7259
OpenAlex ID: A5000544747
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation
2022 · William McNally, Kanav Vats, et al. · Lecture notes in computer science · 103
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GolfDB: A Video Database for Golf Swing Sequencing
2019 · William McNally, Kanav Vats, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 78
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Player tracking and identification in ice hockey
2022 · Kanav Vats, Pascale Walters, et al. · Expert Systems with Applications · 64
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Temporal Hockey Action Recognition via Pose and Optical Flows
2019 · Zixi Cai, Helmut Neher, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 51
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EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer
2021 · William McNally, Kanav Vats, et al. · IEEE Access · 48
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Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions
2020 · Kanav Vats, Mehrnaz Fani, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 37
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Ice hockey player identification via transformers and weakly supervised learning
2022 · Kanav Vats, William McNally, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 35
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Multi-task Learning for Jersey Number Recognition in Ice Hockey
2021 · Kanav Vats, Mehrnaz Fani, et al. · ACM International Workshop on Multimedia Content Analysis in Sports (MMSports) · 26
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Puck localization and multi-task event recognition in broadcast hockey videos
2021 · Kanav Vats, Mehrnaz Fani, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 20
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Two-Stream Action Recognition in Ice Hockey using Player Pose Sequences and Optical Flows
2019 · Kanav Vats, Helmut Neher, et al. · Canadian Conference on Computer and Robot Vision · 13
PuckNet: Estimating hockey puck location from broadcast video
2019 · Vats, Kanav, McNally, William, et al. · arXiv (Cornell University) · 11
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HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey
2018 · Helmut Neher, Kanav Vats, et al. · Canadian Conference on Computer and Robot Vision · 11
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera
2021 · William McNally, Pascale Walters, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 10
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Pose-Projected Action Recognition Hourglass Network (PARHN) in Soccer
2019 · Mehrnaz Fani, Kanav Vats, et al. · Canadian Conference on Computer and Robot Vision · 9
Evaluating deep tracking models for player tracking in broadcast ice hockey video
2022 · Kanav Vats, Mehrnaz Fani, et al. · Linköping electronic conference proceedings · 5
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Ice hockey player identification via transformers
2021 · Kanav Vats, William McNally, et al. · arXiv (Cornell University) · 3
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning
2019 · Kumar, Devinder, Ben-Daya, Ibrahim, et al. · arXiv (Cornell University) · 1
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KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation
2019 · Kanav Vats, Helmut Neher, et al. · Lecture notes in computer science
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Works count: 19
Citation count: 525
H-index: 11
I10-index: 13
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