Jae Young Choi

Publications

1.3K

Citations

H-Index

2008

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

University of Toronto

Hankuk University of Foreign Studies

Chosun University

Jae Young Choi is an author at Korea Advanced Institute of Science and Technology specializing in engineering, image analysis, and pattern recognition.

ORCID

Top concepts

EngineeringImage AnalysisPattern RecognitionComputer VisionMachine LearningData ScienceMachine VisionBiometricsComputer ScienceDeep Learning

Publications per year

2008–2022

Publications

Color Local Texture Features for Color Face Recognition

Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis · IEEE Transactions on Image Processing · 2011 · 152 citations

Face Detection, Facial Recognition System, Machine Vision +14

Combining LSTM Network Ensemble via Adaptive Weighting for Improved Time Series Forecasting

Jae Young Choi, Bumshik Lee · Mathematical Problems in Engineering · 2018 · 122 citations · Full text

Forecasting Methodology, Adaptive Weighting, Engineering +17

Color Face Recognition for Degraded Face Images

Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2009 · 111 citations

Variation Ratio Gain, Face Detection, Facial Recognition System +14

Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture

Bumshik Lee, Nagaraj Yamanakkanavar, Jae Young Choi · PLoS ONE · 2020 · 93 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks

Jae Young Choi, Wesley De Neve, Konstantinos N. Plataniotis et al. · IEEE Transactions on Multimedia · 2010 · 82 citations

Engineering, Machine Learning, Image Retrieval +20

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