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인공지능대학원 / Graduate School of Artificial Intelligence
심재영 Jae-Young Sim
인공지능대학원 / Graduate School of Artificial Intelligence
+82-52-217-2176
jysim@UNIST.AC.KR
https://vip.unist.ac.kr
Bldg. 106 Rm. 509
Curriculum Vitae
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.
Academic Credential
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
Awards/Honors/Memberships
- 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 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.
Major research field
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
Desired field of research
Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning, Artificial Intelligence
Research Keywords and Topics
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
Research Publications
MORE- 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)
Patents
- [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)
국가과학기술표준분류
- EE. 정보/통신
- EE01. 정보이론
- EE0108. 인공지능
국가기술지도분류
- 정보-지식-지능화 사회 구현
- 012300. 인공지능/지능로봇 기술
녹색기술분류
- 녹색기술관련 과제 아님
6T분류
- IT 분야
- 정보처리 시스템 및 S/W
- 010314. 신호처리기술(영상/음성처리/인식/합성)
