Research Interests

• Computer Vision and deep learning.

• Face swapping/reenactment, 3d face reconstruction and other face areas.

Education

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

  • Advisor: Seungryul Baek 

  • Mar. 2022 ~ Present.

• B.S. at Dept. of Computer Science Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea.

  • Mar. 2017 ~ Feb. 2022.

Publications

• Eunseo Kim, Yunhoe Ku, Yunyoung Jeong, Seungryul Baek, ”End-to-End Image-based Human Detection and Inpainting”, The 53th KIEE Summer Conference, 2022.

• Hansol Lee, Yunhoe Ku, Eunseo Kim, and Seungryul Baek, Facial Motion Generation by Identity Preservation, KAIA, 2022

• Yunhoe Ku, Chanwoo Kim, Geonu Kim, Seonghyeon Jue, Heejin Yoon, Jongkyung Shin, Nakkwan Choi, Minhyuk Park, Changwoo Kang, Kyeongmin Do, Hyeonwoo Jang, Wonjin Yang, Changsu Ha and Seungryul Baek, Structure-aware free-form masked human face inpainting, KAIA, 2022

• Yunhoe Ku, Hansol Lee, Changhwa Lee, Minu Chung, Seon Ha, YunSeong Cho, Haeseon Jung, Hansoo Park, Eunseo Kim and Seungryul Baek, 이미지 인페인팅을 위한 윤곽 유지 및 내부 문맥 개선법, 34th Workshop on Image Processing and Image Understanding (IPIU), 2022

• Hansoo Park, Yunyoung Jeong, Yunhoe Ku, Seungeun Lee, Seungryul Baek and "A Survey on Recent 3D Hand Pose Datasets", JKAIA, 2021

Honors and Awards

• Encouragement Paper Award at IPIU 2022.

Projects

• Research on Real-time human detection and inpainting, UNIST AI Novatus Academia, 2021.10 ~ 2022.08
  -  Real-time end-to-end image-based human detection and inpainting model implementation
  -  Human image data collection and segmentation mask labeling for training
  -  Development of temporal smoothing algorithm to improve human detection performance

• Research on Human face image generation and forgery detection, UNIST (Ulsan National Institute of Science and Technology), 2022.03~2023.04
  -  Research on face reenactment / talking video generation and 3D human face reconstruction models.

Academic Activities

• Internship - @NAVER Cloud, Apr. 2023 ~

• Teaching assistant - UNIST AI Novatus Academia, Ulsan, South Korea, Feb. 2023.

• Teaching assistant - 4th AI Novatus Academia PBL at UNIST AI Innovation Park, Ulsan, South Korea, Sep. 2022. ~ Dec. 2022.

• Teaching assistant - Naval AI Professional Training at UNIST AI Innovation Park, Ulsan, South Korea, May. 2022.

• Teaching assistant - 2022 Spring AI51801 Deep Generative Models & Advanced Computer Vision.