Jinwoo Bae

M.S. Student

sjg02122 at dgist.ac.kr

Research Interests

• Monocular 3D Object Detection & Depth Estimation
• Multi-View Geometry

Education

• M.S. Student in Electrical Engineering and Computer Sciences, DGIST, Mar 2021 - Feb 2023.

Publications

• A Study on the Generality of Neural Network Structures for Monocular Depth Estimation
  Jinwoo Bae, Kyumin Hwang, Sunghoon Im^†
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted
  [Paper]
  3D Reconstruction/Generalization/Autonomous Driving
• Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera System
  Sungho Moon, Jinwoo Bae, Sunghoon Im^†
  IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRw), 2023
  [Paper]
  Monocular 3D Object Detection/Generalization
• Deep Digging into the Generalization of Self-supervised Monocular Depth Estimation
  Jinwoo Bae, Sungho Moon, Sunghoon Im^†
  Association for the Advancement of Artificial Intelligence (AAAI), 2023
  [Paper]
  3D Reconstruction/Generalization/Autonomous Driving

Scholarships & Awards

• 한국 도시 3D 영상 데이터 인공지능 해커톤 우수상, Dec 2021.