Concepedia

Jongmin Yu

JY

18

Publications

570

Citations

13

H-Index

2014

Active since

Affiliations

Gwangju Institute of Science and Technology(Current)

Korea Advanced Institute of Science and Technology

King's College School

Curtin University

University of Alberta

Jongmin Yu is an author at Gwangju Institute of Science and Technology specializing in engineering, pattern recognition, and computer vision.

Top concepts

EngineeringPattern RecognitionDeep LearningComputer VisionImage AnalysisMachine LearningData ScienceMachine VisionComputer ScienceMotion Analysis

Publications per year

2014–2024

18

Publications

18

Driver Drowsiness Detection Using Condition-Adaptive Representation Learning Framework

Jongmin Yu, Sangwoo Park, Sangwook Lee et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 121 citations · Full text

Abnormal Event Detection and Localization via Adversarial Event Prediction

Jongmin Yu, Younkwan Lee, Kin‐Choong Yow et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 95 citations

Anomaly Detection, Machine Learning, Engineering +17

Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition

Yongsang Yoon, Jongmin Yu, Moongu Jeon · Applied Intelligence · 2021 · 55 citations

Graph Neural Network, Kinesiology, Graph Theory +12

Road Surface Defect Detection—From Image-Based to Non-Image-Based: A Survey

Jongmin Yu, Jiaqi Jiang, Sebastiano Fichera et al. · IEEE Transactions on Intelligent Transportation Systems · 2024 · 40 citations · Full text

Engineering, Feature Detection, Road Surface Defects +18

Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform

Jongmin Yu, Du Yong Kim, Younkwan Lee et al. · 2020 · 28 citations

Convolutional Neural Network, Engineering, Feature Detection +17

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