Yunhoe Ku ( 구윤회 )
M.S. Student
UNIST Vision and Learning (UVL) Lab
Artificial Intelligent Graduate School (AIGS)
College of Information and Biotechnology
Ulsan National Institute of Science and Technology (UNIST)
Email: gyh0316@unist.ac.kr (official), gyh0316@gmail.com (personal)
Links: [UVL Lab webpage]
Github: [Github Link]
Linked-In: [Linked-In Link]
50 UNIST-gil, Ulju, Ulsan, South Korea, 44919
Computer Vision and deep learning.
Face swapping/reenactment, 3d face reconstruction and other face areas.
M.S. at Artificial Intelligence Graduate School, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea.
B.S. at Dept. of Computer Science Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea.
Mar. 2017 ~ Feb. 2022.
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
Encouragement Paper Award at IPIU 2022.
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.
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.