Jeonghan Lee(이정한)

Computer Vision and Machine Learning (Deep Learning)

Human Mesh Reconstruction

M.S. - Ph.D. combined at Artificial Intelligence Graduate School, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea.

• Advisor: Seugryul Baek (UVL Lab)

• Feb. 2024 ~ Present.

B.S. at Dept. of Electrical Engineering, Pukyong National University, Busan, South Korea.

• Advisor: Hanhoon Park (IVC Lab)

• Mar. 2018 ~ Feb. 2022.

Naval Officer (LTJG), Educational Resources Office, Naval Education and Training Command, South Korea.

• MOS: Signal (N-ROTC 67th)

• Jan. 2020 ~ Feb. 2024.

Jong-Sung Kang, Seung-Ho Lee, Jeonghan Lee, YunJi Yang, Jaehyun Park, "Development of Federated Learning based Motion Recognition Algorithm using Distributed FMCW MIMO Radars," in J. Institute of Embedded Engineering of Korea(IEMEK), Vol. 17, No. 3, pp. 139-148, Jun. 2022(ISSN: 1975-5066).

Jeonghan Lee, Hanhoon Park, "A Study on Patch-Wise Deepfake Image Detection," in Proc. Conference of Korean Institute of Communications and Information Science(KICS), Pyeongchang, South Korea, pp. 885-886, Feb. 2022(Oral Presentation).

Jeonghan Lee, Hanhoon Park, "Analysis of Generalization Performance of Xception Model for Fake Image Identification," in Proc. Conference of Korea Institute of Convergence Signal Processing(KICSP), Jeju, South Korea, pp. 31-33, Dec. 2021(Oral Presentation).

Jeonghan Lee, Hanhoon Park, "CNN-based Fake Image Identification with Improved Generalization," in J. Korea Multimedia Society(KMMS), Vol.24, No. 12, pp. 1624-1631, Dec. 2021(ISSN: 1229-7771).

Jong-Sung Kang, Seung-Ho Lee, Jeonghan Lee, YunJi Yang, Jaehyun Park, "Federated Learning based Motion Recognition Algorithm using Distributed FMCW MIMO Radars," in Proc. 2021 ICT College Paper Contest of Institute of Embedded Engineering of Korea(IEMEK), Virtual, May 2021(Top Prize).

Jeonghan Lee, Hanhoon Park, "Fake Image Detection Using Color Disparities and Neural Networks," in Proc. 2021 ICT College Paper Contest of Institute of Embedded Engineering of Korea(IEMEK), Virtual, May 2021(Oral Presentation, Encouragement Prize).

Encouragement Prize at 2023 Defense SW·AI Capability Enhancement Project.

Finalist at 2023 Navy-Marine Corps AI Challenge.

Best Undergraduate Paper Award(Top) at 2021 ICT College Paper Contest(Host: IEMEK).

Best Undergraduate Paper Award(Encouragement) at 2021 ICT College Paper Contest(Host: IEMEK).

"Study on AI-based Anti-Drone Detection System," goorm, Aug. 2023 ~ Dec. 2023(Team Leader).

“Federated Learning based Motion Recognition Algorithm using Distributed FMCW MIMO Radars, ”  Leaders in Industry-university Cooperation(LINC), Sep. 2020 - Jun. 2021.

"Establishment of Advanced Marine Industry Open Laboratory and Development of Realistic Convergence Content," Korea Institute of Ocean Science & Technology(KIOST), Jan. 2021 ~ Dec. 2021.