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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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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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01/22/2022
Bag of Tricks for Natural Policy Gradient Reinforcement Learning
Natural policy gradient methods are popular reinforcement learning metho...
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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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11/18/2021
M2A: Motion Aware Attention for Accurate Video Action Recognition
Advancements in attention mechanisms have led to significant performance...
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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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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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05/12/2019
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification
In this paper, we address the hyperspectral image (HSI) classification t...
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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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01/15/2019
SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells
Objective: Lung cancer is the leading cause of cancer-related death worl...
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07/27/2016
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems
Photolethysmographic imaging (PPGI) is a widefield non-contact biophoton...
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06/29/2016
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging
Photoplethysmographic imaging is a camera-based solution for non-contact...
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04/15/2016
Non-contact hemodynamic imaging reveals the jugular venous pulse waveform
Cardiovascular monitoring is important to prevent diseases from progress...
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12/17/2015
Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling
The simultaneous capture of imaging data at multiple wavelengths across ...
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03/23/2015