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.

Publication

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

Scholarships & Awards

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