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교수진 구분 내용
성명 정용진 교수님
학과 전자통신공학과
전공분야 컴퓨터구조 및 ASIC
직책 교수
연구실 실시간구조연구실 (참빛관 810호)
사무실
전화번호 02-940-5551
이메일 yjjeong@kw.ac.kr
상담시간
연구분야
data science
machine learning
digital SoC design and embedded systems
ADAS(advanced driver assistance systems)
security systems
학력
B.S. 서울대학교 제어계측
M.S. Univ. of Massachusetts 전자전산공학
Ph.D. Univ. of Massachusetts 전자전산공학
논문 및 저서
Evaluating GAN-Based Image Augmentation for Threat Detection in Large-Scale X-ray Security Images. Jan.2021
Fast background subtraction with adaptive block learning using expectation value suitable for real-time moving object detection. Jan.2021
Twitter data analytical methodology development for prediction of start-up firms’ social media marketing level. Nov.2020
Employing Linear Feedback Shift Register as a New Hardware Trojan and Extending ML-FASTrust Method as its Detection Algorithm. Apr.2020
A New GAN-based Anomaly Detection (GBAD) Approach for Multi-threat Object Classification on Large-scale X-Ray Security Images. Feb.2020
KNN-based Automatic Cropping for Improved Threat Object Recognition in X-Ray Security Images. Dec.2019
Solving Survival Gridworld Problem using Hybrid Policy modified Q-based Reinforcement Learning. Dec.2019
Development of License Plate Recognition on Complex-Scene with Plate-style Classification and Confidence Scoring based on KNN. Dec.2018
A quantitative perspective of Porter's industry forces framework for investment analysis. May.2021
Pixel-Level Analysis for Enhancing Threat Detection in Large-Scale X-ray Security Images. Nov.2021