임성훈
Im, SunghoonDepartment of Electrical Engineering and Computer Science
학력
- 2016 ~ 2019한국과학기술원 박사
- 2014 ~ 2016한국과학기술원 석사
- 2008 ~ 2014서강대학교 학사
경력
- 2019 ~ 2019Carnegie Mellon University / Visiting Scholar
- 2018 ~ 2018Microsoft Research Asia / Research Intern
수상실적
- 2025총장표창
- 2021총장표창
연구실 소개
- Computer Vision Lab.
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Research Interest: 3D reconstruction/Localization, Scene Understanding, Image/Video Synthesis, Vision for New-type Sensors
Research Interests
Related Keyword
- "Flow4D: Leveraging 4D Voxel Network for LiDAR Scene Flow Estimation", IEEE Robotics and Automation Letters, v.10, no.4, pp.3462 - 3469
- "A Study on the Generality of Neural Network Structures for Monocular Depth Estimation", IEEE Transactions on Pattern Analysis and Machine Intelligence, v.46, no.4, pp.2224 - 2238
- "자가학습과 지식증류 방법을 활용한 LiDAR 3차원 물체 탐지에서의 준지도 도메인 적응", 로봇학회 논문지, v.18, no.3, pp.346 - 351
- "A Large-Scale Virtual Dataset and Egocentric Localization for Disaster Responses", IEEE Transactions on Pattern Analysis and Machine Intelligence, v.45, no.6, pp.6766 - 6782
- "ProFeat: Unsupervised image clustering via progressive feature refinement", Pattern Recognition Letters, v.164, pp.166 - 172
연구분야
국가과학기술표준분류
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EE. 정보/통신
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EE01. 정보이론
EE0108. 인공지능
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12대 국가전략기술 분야
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인공지능
첨단 AI모델링·의사결정(인지·판단·추론)