Faculty Research Profile
Jae-Young Sim
학력
2005: Ph.D. Electrical Engineering & Computer Science, Seoul National University
2001: M. S. Electrical Engineering & Computer Science, Seoul National University
1999: B. S. Electrical Engineering, Seoul National University
주요 경력
2021~present: Head, Graduate School of AI
2020~present: Professor, UNIST
2021~2024: Dean, College of Information and Biotechnology
2021~2024: Director, AI Innovation Park
2020~2021: Visiting Researcher, Univ. of California San Diego, USA
2018~2019: Acting School Head, Electrical and Computer Eng.
2016~2019: Chair, Electrical Eng. track
2009~2020: Assistant/Associate Professor, UNIST
2005~2009: Research Staff Member, Samsung Advanced Institute of Technology, Samsung Electronics Co.
수상/학회/외부활동
- Education Model Research Award, UNIST (2018)
- Best Paper Award, IPIU (2017)
- Best Poster Award, IPIU (2014)
- Humantech Paper Award, Samsung Electronics Co. (2003)
- Member of IEEE (2005~)
시각정보처리 연구실
Visual Information Processing Lab.
시각정보처리 연구실은 전기전자공학, 컴퓨터과학, 수학, 인공지능 분야의 지식을 바탕으로 컴퓨터 비전, 영상처리, 기계학습 분야를 연구한다. 주요 연구 주제로는 영상 개선 및 복원, 대용량 3차원 영상처리, 물체 검출 및 인식, 멀티미디어 데이터 압축 등이 있다. 본 연구를 통하여 개발하는 기술은 시각 지능 시스템, 스마트 자동차, 혼합 현실, 로봇 비전 등 다양한 분야에서 활용 가능하다.
Visual Information Processing (VIP) Lab. is carrying out research on Computer Vision, Image Processing, and Machine Learning, based on the academic background of Electrical Engineering, Computer Science, Mathematics, and Artificial Intelligence. Specific research topics of VIP Lab. are image enhancement and restoration, large-scale 3D visual data processing, object detection and recognition, and multimedia data compression. Applications of research include visual intelligence systems, smart vehicles, mixed reality, and robot vision.
Visual Information Processing (VIP) Lab. is carrying out research on Computer Vision, Image Processing, and Machine Learning, based on the academic background of Electrical Engineering, Computer Science, Mathematics, and Artificial Intelligence. Specific research topics of VIP Lab. are image enhancement and restoration, large-scale 3D visual data processing, object detection and recognition, and multimedia data compression. Applications of research include visual intelligence systems, smart vehicles, mixed reality, and robot vision.
연구분야
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
연구 희망분야
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
연구주제
영상 개선, 영상 복원, 반사 제거, 연무 제거, 수중 영상, 사람 검색, 객체 검출, 3차원 포인트 클라우드, 딥러닝
Image enhancement, image restoration, reflection removal, dehazing, underwater imaging, person search, object detection, 3D point cloud, deep learning
Image enhancement, image restoration, reflection removal, dehazing, underwater imaging, person search, object detection, 3D point cloud, deep learning
국가연구개발사업 기술 분류체계
국가과학기술표준분류
EE. 정보/통신 > EE01. 정보이론 > EE0108. 인공지능
논문
- IEEE Trans. Pattern Analysis and Machine Intelligence, Virtual point removal for large-scale 3D point clouds with multiple glass planes, Jae-Seong Yun / Jae-Young Sim, (2021. 02)
- ICCV, End-to-end trainable trident person search network using adaptive gradient propagation, Byeong-Ju Han / Kuhyeun Ko / Jae-Young Sim, (2021. 10)
- ECCV, Zero-shot learning for reflection removal of single 360-degree image, Byeong-Ju Han / Jae-Young Sim, (2022. 10)
- AAAI, Domain generalizable person search using unreal dataset, Minyoung Oh / Duhyun Kim / Jae-Young Sim, (2024. 02)
특허
- [국내] “APPARATUS FOR REMOVING REFLECTION IMAGE AND OPERATION METHOD OF THE APPARATUS,” 심재영/윤재성, (2019. 11)
- [국내] “Apparatus and method for image processing,” 심재영/한병주, (2019.09)