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YuJin Hwang

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Education.

• 박사. 세종대학교 AI로봇학과. 2024.03 - 현재
• 석사. 세종대학교 지능기전공학과. 2022.03 - 2024.02. [학위논문] AI가 Real World에서 동작하는 세 가지 전략
• 학사. 세종대학교 지능기전공학과. 2018.03 - 2022.02.

Contact Info.

✉️ [email protected]

Publications.

• Overcoming Overconfidence for Active Learning [Paper] Yujin Hwang*, Won Jo*, Juyoung Hong, Yukyung Choi IEEE Access (2024 Aug)
• Simultaneous Video Retrieval and Alignment [Paper] Won Jo, Guentaek Lim, Yujin Hwang, Gwang Jin Lee, Joonsoo Kim, Joungil Yun, Jiyoung Jung, Yukyung Choi IEEE Access (2023 Mar)
• Crop Growth Monitoring System in Vertical Farms Based on Region-of-Interest Prediction [Paper] Yujin Hwang, Seunghyeon Lee, Taejoo Kim,  Kyeonghoon Baik and Yukyung Choi Agriculture 2022, 12(5) 656. (Apr.2022)
• Survey on Emotion Recognition Databases Juyoung Hong, Yujin Hwang, Gwang Jin Lee, Yukyung Choi IEEE International Conference on Control, Automation and System (ICCAS), Nov 2022
• Weight Change Prediction for Automated Depression Diagnosis Juyoung Hong, Jeongmin Shin, Yujin Hwang, Jeonmin Lee, Yukyung Choi IEEE International Conference on Control, Automation and System (ICCAS), Oct 2021
• 3rd Place Solution to NAVER LABS Mapping & Localization Challenge 2020: Outdoor Track Jiwon Kim, Taejoo Kim, Yujin Hwang, Yukyung Choi 33rd Workshop on Image Processing and Image Understanding (IPIU), Feb 2021
• 실내 수직농장의 재배 제어 방식 자동화를 위한 영상 기반의 작물 성장 상태 모니터링 [Paper] YuJin Hwang, Jiwon Kim, Kyunghoon Baek, Yukyung Choi Workshop on Image Processing and Image Understanding (IPIU), Feb 2021
• Multispectral Domain Invariant Image for Retrieval-based Place Recognition [Paper] Daechan Han*, YuJin Hwang*, Namil Kim, Yukyung Choi The International Conference on Robotics and Automation (ICRA), Jun 2020
• Multispectral Domain Invariant Image for Retrieval-based Place Recognition Daechan Han*, YuJin Hwang*, Namil Kim, Yukyung Choi 32rd Workshop on Image Processing and Image Understanding (IPIU), Feb 2020
• R2T2: RGB-Thermal-Depth Dataset for Pedestrian Detection Taejoo Kim, Jungmin Shin, Won Jo, Daechan Han, Jiwon Kim, Byungjoo Kim, Hyunho Nam, Yujin Hwang, Namhoon Kim, Yukyung Choi 32rd Workshop on Image Processing and Image Understanding (IPIU), Feb 2020

Patents.

• 딥러닝 모델의 능동적 학습 방법 및 그 장치 10-2753547, 등록. (2025)
• 동시적인 비디오 검색 및 정렬 방법과 장치 10-2023-0085058, 공개. (2023)
• 다중 스펙트럼 영상 변환 방법 및 그 장치 10-2324916, 등록. (2021)

Projects.