DGIST Scholar: 구교권

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구교권 (Koo, Gyogwon)

ISNI Researcher ID ORCiD Scopus Google Scholar Research Gate

Department: Division of Intelligent Robotics

Affiliated Community: Division of Intelligent Robotics

Research Interests: Computer vision; 컴퓨터 비전; Deep learning; 딥러닝; Defect detection; 결함 검사; Product number recognition; 제품번호인식; Anomaly detection; 이상 탐지; Smart factory; 스마트 공장

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Issue Date	Title Author(s) Journal	View
2025-02	Self-attention network-based state of charge estimation for lithium-ion batteries with gapped temperature data Song, Youngbin ; Park, Shina ; Kim, Sang Woo ; Koo, Gyogwon Expert Systems with Applications, v.261, 2025-02	68
2025-02	AdaLo: Adaptive learning rate optimizer with loss for classification Jeong, Jae Jin ; Koo, Gyogwon Information Sciences, v.690, 2025-02	53
2024-12	터보팬의 잔여 유효 수명 예측을 위한 다수 소수 특징 추출 병렬 연결 합성곱 신경망 김해영 ; 김도윤 ; 반재필 ; 구교권 ; 정재진 국방품질연구논집, v.6, no.2, pp.190 - 199, 2024-12	40
2024-10	Study of Weight Quantization Associations over a Weight Range for Application in Memristor Devices Yerim Kim ; Noh, Hee Yeon ; Koo, Gyogwon ; Lee, HyunKi ; Lee, Sanghan ; Choi, Rock-Hyun ; Lee, Shinbuhm ; Lee, Myoung-Jae ; Lee, Hyeon-Jun Micromachines, v.15, no.10, 2024-10	52
2023-11	Two-Stage Billet Identification Number Recognition Using Label Distribution Jang, Hyeonah ; Choi, Hyeyeon ; Kim, Bum Jun ; Kim, Sang Woo ; Koo, Gyogwon IEEE Access, v.11, pp.129311 - 129319, 2023-11	357
2023-06	Extending class activation mapping using Gaussian receptive field Kim, Bum Jun ; Koo, Gyogwon ; Choi, Hyeyeon ; Kim, Sang Woo Computer Vision and Image Understanding, v.231, 2023-06	398
2021-10	Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation Jeong, Seung Hyun ; Woo, Min Woo ; Koo, Gyogwon ; Lee, Jong-Hak ; Yun, Jong Pil IEEE Access, v.9, pp.136552 - 136560, 2021-10	572
2021-04	Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number Koo, Gyogwon ; Yun, Jong Pil ; Choi, Hyeyeon ; Kim, Sang Woo Pergamon Press Ltd., 2021-04	922
2021-04	이동형 디바이스를 이용한 딥러닝 기반의 돼지 무게 추정 알고리즘 정재진 ; 심승보 ; 원형필 ; 구교권 대한임베디드공학회논문지, v.16, no.2, pp.59 - 64, 2021-04	625
2021-03	Weakly supervised power line detection algorithm using a recursive noisy label update with refined broken line segments Choi, H. ; Koo, Gyogwon ; Kim, B.J. ; Kim, S.W. Elsevier Ltd, 2021-03	773
2020-04	Automated defect inspection system for metal surfaces based on deep learning and data augmentation Yun, Jong Pil ; Shin, Woosang Crino ; Koo, Gyogwon ; Kim, Min Su ; Lee, Chungki ; Lee, Sang Jun Elsevier BV, 2020-04	1001

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