Haejoon Lee

Ph.D Student
Electrical and Computer Engineering in Carnegie Mellon University, Pittsburgh, USA
Graduate Student Researcher at Image Science Lab
Advisors: Prof. Aswin C. Sankaranarayanan and Prof. Vijayakumar (Kumar) Bhagavatula

BSE in Electrical and Electronic Engineering in Yonsei University, Seoul, South Korea

Google Scholar
GitHub
Curriculum Vitae (PDF)
Email : haejoonl (at) andrew (dot) cmu (dot) edu

Research Interests: Computer Vision and Computational Imaging

[News]
(Jul. 2024) One first-author paper was accepted at ECCV 2024.
(Jun. 2024) I've been selected as a recipient of a CMU Presidential Fellowship.

Computational Imaging for Long-Term Prediction of Solar Irradiance
Julian Leron, Haejoon Lee, Soummya Kar, and Aswin C. Sankaranarayanan
Under reveiw in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)/special issue of International Conference on Computational Photography (ICCP), 2024.
Paper / Project page

Spectral Subsurface Scattering for Material Classification
Haejoon Lee and Aswin C. Sankaranarayanan
European Conference on Computer Vision (ECCV), 2024.
Paper / Project page

Detection of cerebral microbleeds in MR images using a single-stage triplanar ensemble detection network (TPE-Det)
Haejoon Lee, Junho Kim, and Dong-Hyun Kim
Journal of Magnetic Resonance Imaging (JMRI, Q1 journal), 2023.
Paper

Toward Automated Detection of Microbleeds with Anatomical Scale Localization: A Complete Clinical Diagnosis Support Using Deep Learning
Junho Kim, Noh Young, Haejoon Lee, and Dong-Hyun Kim
Medical Image Analysis (Q1 journal), 2024.
Paper

Presidential Fellowship funded by a Tata Consulting Services (TCS) gift
Awarded by Carnegie Mellon University, 2024.
Covers tuition and stipend for the 2024-2025 academic year.

The Korean Government Scholarship for Study Overseas
Funded by Korean National Institute for International Education, 2023.
Selected as one of the five Korean students in the digital field (Funding from Aug. 2023 to Aug. 2025).

Best Scientific Awards [1st] - Oral Presentation
Awarded by The Korean Society of Magnetic Resonance in Medicine, 2022.
Awarded 1st prize among oral presentations in The 9th International Congress on Magnetic Resonance Imaging & 26th Annual Scientific Meeting of KSMRM (ICMRI 2021).

Academic Excellence Scholarship
Awarded by Yonsei University, 2021.

High Honors
Awarded by EEE department of Yonsei University, 2020.
Ranked in the top 3% of undergraduate students in the EEE department.