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05/22/2022
Evaluating deep tracking models for player tracking in broadcast ice hockey video
Tracking and identifying players is an important problem in computer vis...
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11/22/2021
Ice hockey player identification via transformers
Identifying players in video is a foundational step in computer vision-b...
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11/16/2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
In keypoint estimation tasks such as human pose estimation, heatmap-base...
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10/06/2021
Player Tracking and Identification in Ice Hockey
Tracking and identifying players is a fundamental step in computer visio...
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08/17/2021
Multi-task learning for jersey number recognition in Ice Hockey
Identifying players in sports videos by recognizing their jersey numbers...
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05/21/2021
Puck localization and multi-task event recognition in broadcast hockey videos
Puck localization is an important problem in ice hockey video analytics ...
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05/20/2021
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera
Existing multi-camera solutions for automatic scorekeeping in steel-tip ...
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11/17/2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution
Neural architecture search has proven to be highly effective in the desi...
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04/13/2020
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions
In problems such as sports video analytics, it is difficult to obtain ac...
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12/11/2019
PuckNet: Estimating hockey puck location from broadcast video
Puck location in ice hockey is essential for hockey analysts for determi...
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04/21/2019
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning
In this study, we propose the leveraging of interpretability for tasks b...
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03/24/2019
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation
In this paper, we present a novel approach called KPTransfer for improvi...
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03/15/2019
GolfDB: A Video Database for Golf Swing Sequencing
The golf swing is a complex movement requiring considerable full-body co...
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12/22/2018