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구형일HYUNG IL KOO
전공 : 머신러닝, 컴퓨터비전
학위 : 박사
이메일 : hikoo@ajou.ac.kr
연구실 : 원천관 308호
연구실번호 : 2479
연구실관심분야 : 머신러닝
홈페이지 : cvml.ajou.ac.kr
학력
- 2010.02 서울대학교 박사
연구활동(주요논문)
- [논문]Hyuk Jin Kwon, Hyung Il Koo and Nam Ik Cho, "Understanding and explaining convolutional neural networks based on inverse approach," in Cognitive Systems Research, 77 (142-152), 2023
- [논문]Hyuk Jin Kwon, Hyung Il Koo, Jae Woong Soh and Nam Ik Cho, "Inverse-Based Approach to Explaining and Visualizing Convolutional Neural Networks," in IEEE Transactions on Neural Networks and Learning, 2022
- [논문]Eunji Lee, Jaewoo Par, Hyung Il Koo and Nam Ik Cho, "Deep-learning and graph-based approach to table structure recognition," Multimedia Tools and Applications, 81, 5827-5848, 2022
- [논문]Yong Gyun Kim and Hyung Il Koo, "Activation-Based Cause Analysis Method for Neural Networks," in IEEE Access 2021.
- [논문]Dong Won Shin and Hyung Il Koo, "Confidence estimation method for regression neural networks," Electronics Letters, vol. 57, no. 13, pp. 523-525, April 2021
- [논문]Hyuk Jin Kwon, Hyung Il Koo, Jaewoo Park and Nam Ik Cho, "Multistage Probabilistic Approach for the Localization of Cephalometric Landmarks," in IEEE Access 2021.Utilisez le code promo 1xbet gabon pour aujourd'hui le bonus de 100% jusqu'à 100$.
특허 및 기타
- [특허]Koo et. al., "Apparatus, method and computer readable storage medium for measuring depth of thread groove,” [출원] USA 18093887, Germany
- [특허]Koo et. al., "Device for classifying road surface and system for controlling terrain mode of vehicle using the same," USA 16/933,169 [등록], Dec 2022
- [특허]Koo et. al., "Apparatus for Diagnosing Abnormality in Vehicle Sensor and Method Thereof," US20210150833A1 [출원]
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