Profile.

Site.

YuJin Hwang

▲ Google Scholar

hyj378 - Overview

▲ Github

Education.

• 석사. 세종대학교 지능기전공학. 2022.03 - 2024.02. [석사학위논문] 머신러닝이 Real World에서 동작하기 위한 세 가지 방법
• 학사. 세종대학교 지능기전공학. 2018.03 - 2022.02.

Contact Info.

✉️ [email protected]

Skills.

숙련도에 따라 능숙함/보통/접해봄으로 표기했습니다.

• Deep Learning Framework. (Pytorch, Tensorflow)
• Computer Programming. (Python, C/C++, Matlab)
• 리눅스/도커 활용.
• TOEIC Speaking IM3(130) 2024.02

Publications.

• 2023. (2)
  • Overcoming Overconfidence for Active Learning [Paper] Yujin Hwang*, Won Jo*, Juyoung Hong, Yukyung Choi arXiv preprint
  • 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
• 2022. (2)
  • 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
• 2021. (3)
  • 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
• 2020. (3)
  • 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 10-2023-0141030, 출원 완료. (2023)
• 동시적인 비디오 검색 및 정렬 방법과 장치 10-2021-0173248, 출원 완료. (2021)
• 다중 스펙트럼 영상 변환 방법 및 그 장치 10-2324916, 등록 완료. (2021)

Projects.

진행했던 프로젝트를 최신순으로 구성했습니다. 프로젝트의 관련 키워드에서 보라색은 기술 키워드를, 파란색은 태스크 키워드를 의미합니다.

참여 프로젝트

Photos.