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09/12/2023
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos
Player identification is a crucial component in vision-driven soccer ana...
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09/02/2023
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis
Using videos to analyze pitchers in baseball can play a vital role in st...
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06/12/2023
H-SLAM: Hybrid Direct-Indirect Visual SLAM
The recent success of hybrid methods in monocular odometry has led to ma...
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05/17/2022
Text Detection Recognition in the Wild for Robot Localization
Signage is everywhere and a robot should be able to take advantage of si...
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02/22/2022
Arbitrary Shape Text Detection using Transformers
Recent text detection frameworks require several handcrafted components ...
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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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04/22/2021
Localization of Ice-Rink for Broadcast Hockey Videos
In this work, an automatic and simple framework for hockey ice-rink loca...
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06/08/2020
Text Detection and Recognition in the Wild: A Review
Detection and recognition of text in natural images are two main problem...
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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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01/06/2020
Semi-supervised Anomaly Detection using AutoEncoders
Anomaly detection refers to the task of finding unusual instances that s...
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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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11/24/2019
AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces
Humans can easily detect a defect (anomaly) because it is different or s...
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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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03/11/2019
A Unified Formulation for Visual Odometry
Monocular Odometry systems can be broadly categorized as being either Di...
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12/22/2018
Temporal Hockey Action Recognition via Pose and Optical Flows
Recognizing actions in ice hockey using computer vision poses challenges...
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04/15/2018