Kanav Vats

Orcid: 0000-0002-9515-7259

According to our database¹, Kanav Vats authored at least 19 papers between 2018 and 2023.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2023

Player tracking and identification in ice hockey.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

2022

Evaluating deep tracking models for player tracking in broadcast ice hockey video.

[BibT_eX]

[DOI]

Proceedings of the Linköping Hockey Analytics Conference 2022 Research Track, 2022

Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Ice hockey player identification via transformers and weakly supervised learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Ice hockey player identification via transformers.

[BibT_eX]

[DOI]

CoRR, 2021

EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer.

[BibT_eX]

[DOI]

IEEE Access, 2021

Multi-task Learning for Jersey Number Recognition in Ice Hockey.

[BibT_eX]

[DOI]

Proceedings of the MMSports@MM 2021: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, 2021

Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution.

[BibT_eX]

[DOI]

CoRR, 2020

Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

PuckNet: Estimating hockey puck location from broadcast video.

[BibT_eX]

[DOI]

CoRR, 2019

KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

GolfDB: A Video Database for Golf Swing Sequencing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Temporal Hockey Action Recognition via Pose and Optical Flows.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Two-Stream Action Recognition in Ice Hockey using Player Pose Sequences and Optical Flows.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Computer and Robot Vision, 2019

Pose-Projected Action Recognition Hourglass Network (PARHN) in Soccer.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018

HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Kanav Vats

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