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Education
MS in Electrical Engineering, 2021. 08.
UNIST, Korea
Thesis: Co-appearance based unsupervised clustering for person search
Advisor: Prof. Jae-Young Sim
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BS in Electrical and Information Engineering, 2019. 02.
Seoul National University of Science and Technology, Korea
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Exchange Student Program, 2018. 08.
Czech Technical University in Prague, Czech Republic
My research interests lie in machine learning and computer vision. Particularly, my research topics include
Person search (Pedestrian detection, Person re-ID)
Metric learning
Object detection
Unsupervised learning
Publications
International conferences
Context-Aware Unsupervised Clustering for Person Search
Byeong-Ju Han*, Kuhyeun Ko* and Jae-Young Sim (* equal contribution)
BMVC 2021
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paper /
code /
video
]
End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation
Byeong-Ju Han, Kuhyeun Ko and Jae-Young Sim
ICCV 2021
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[
paper /
code /
video
]
Domestic conferences
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물체 검출을 위한 색 변환을 이용한 데이터 증가
고규현, 심재영
대한전자공학회 하계종합학술대회 2020
Project & Patent
Project
- 정보통신기획평가원, “이동 객체에 대한 증강현실 서비스 실현을 위한 정보-영상 정합기술 연구”
Patent
- 심재영, 고규현, “객체 검색 모델 및 그 학습 방법,” 출원번호 10-2020-0166373, 2020.12.02.