Experience

Yale Vision Lab.

Research Assistant • Aug. 2024 — Jul. 2025

42dot Inc.

Computer Vision Research Engineer • Mar. 2021 — Jul. 2024

Education

Michigan State University

Ph.D. in Computer Science and Engineering • Aug. 2025 — present

Advisor: Xiaoming Liu

Sogang University

M.Sc. in Electronic Engineering • Mar. 2019 — Feb. 2021

Advisor: Suk-Ju Kang

Sogang University

B.Sc. in Electronic Engineering • Mar. 2012 — Feb. 2019

Publications

Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens

Suchisrit Gangopadhyay*, Jung-Hee Kim*, Xien Chen*, Patrick Rim, Hyoungseob Park, Alex Wong

International Conference on Computer Vision (ICCV), 2025

paper

SlaBins: Fisheye Depth Estimation using Slanted Bins on Road Environments

Jongsung Lee*, Gyeongsu Cho*, Jeongin Park*, Seongoh Lee*, Kyongjun Kim, Jung-Hee Kim, Seong-Gyun Jeong, Kyungdon Joo

International Conference on Computer Vision (ICCV), 2023

paper

MiLO: Multi-task Learning with Localization Ambiguity Suppression for Occupancy Prediction

Thang Vu, Jung-Hee Kim, Myeongjin Kim, Sukwoo Jung, Seong-Gyun Jeong

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023

Ranked 2nd place on CVPR 2023 3D Occupancy Prediction Challenge paper

Self-supervised surround-view depth estimation with volumetric feature fusion

Jung-Hee Kim*, Junhwa Hur*, Tien Phuoc Nguyen, Seong-Gyun Jeong

Neural Information Processing Systems (NeurIPS), 2022

paper / code

End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images

Jung-Hee Kim*, Siyeong Lee*, Suk-Ju Kang

AAAI Conference on Artificial Intelligence (AAAI), 2021

paper / code

Structured Camera Pose Estimation for Mosaic-based Omnidirectional Imaging

Woojune Park*, Jung-Hee Kim*, Suk-Ju Kang, Joonsoo Kim, Kugjin Yun, Won-Sik Cheong

IEEE International Symposium on Circuits and Systems (ISCAS), 2021

paper

Differentiable HDR Image Synthesis using Multi-exposure Images

Jung-Hee Kim*, Siyeong Lee*, Suk-Ju Kang

Neural Information Processing Systems Workshop (NeurIPSW), 2020

paper

Award

2nd Place Award

CVPR 2023 3D Occupancy Prediction Challenge

Others

Reviewer

Reviewer for NeurIPS2025

South Korea Military Service

Aircraft Electronic Weapon Engineer in Republic of Korea Air Force, Oct. 2014 — Oct. 2016