Search Results for author: Jerrin Bright

Found 5 papers, 0 papers with code

Domain-Guided Masked Autoencoders for Unique Player Identification

no code implementations17 Mar 2024 Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla, Yuhao Chen, Alexander Wong, John Zelek, David A Clausi

We further introduce a new spatio-temporal network leveraging our novel d-MAE for unique player identification.

Sports Analytics

Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery

no code implementations14 Mar 2024 Jerrin Bright, Bavesh Balaji, Harish Prakash, Yuhao Chen, David A Clausi, John Zelek

Precise Human Mesh Recovery (HMR) with in-the-wild data is a formidable challenge and is often hindered by depth ambiguities and reduced precision.

Human Mesh Recovery

Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos

no code implementations12 Sep 2023 Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David A Clausi, John Zelek

To address these issues, we propose a robust keyframe identification module that extracts frames containing essential high-level information about the jersey number.

Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis

no code implementations2 Sep 2023 Jerrin Bright, Yuhao Chen, John Zelek

The findings highlight the effectiveness of our method in mitigating the challenges posed by motion blur, thereby enhancing the overall quality of pose estimation.

3D Pose Estimation Data Augmentation +1

ME-CapsNet: A Multi-Enhanced Capsule Networks with Routing Mechanism

no code implementations29 Mar 2022 Jerrin Bright, Suryaprakash Rajkumar, Arockia Selvakumar Arockia Doss

Thus, to tackle this issue, we have proposed ME-CapsNet by introducing deeper convolutional layers to extract important features before passing through modules of capsule layers strategically to improve the performance of the network significantly.

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