Name Byeongkeun Kang
Position professor
Tel +82-2-970-6426
E-mail byeongkeun.kang@seoultech.ac.kr
Biography
University of California - San Diego, Ph.D.(Electrical and Computer Engineering)
University of California - San Diego, M.S. (Electrical and Computer Engineering)
Yonsei University, B.S. (Electrical and Electronics Engineering)
Careers
Carnegie Mellon University, Robotics Institute, Postdoctoral Fellow
Honda Research Institute - US, Research Intern
HP Inc., Research Intern
Research Areas
Computer Vision, Image Processing, Machine Learning
Journal Papers
- Segmentation-Based Seam Cutting for High-Resolution 360-Degree Video Stitching, IEEE Access, 2021
- A Driver’s Visual Attention Prediction Using Optical Flow, SENSORS, 2021
- Fast Content-preserving Seam Estimation for Real-time High-resolution Video Stitching, Journal of Broadcast Engineering, vol.25 No.6 pp.1004~1012, 2020
- Generating Images in Compressed Domain Using Generative Adversarial Networks, IEEE ACCESS, vol.8 pp.180977~180991, 2020
- High-Resolution Neural Network for Driver Visual Attention Prediction, SENSORS, vol.20 No.7, 2020
- Random Forest With Learned Representations for Semantic Segmentation, IEEE Transactions on Image Processing, 2019
- Depth-Adaptive Deep Neural Network for Semantic Segmentation, IEEE Transactions on Multimedia, 2018
- Long-Range Motion Trajectories Extraction of Articulated Human Using Mesh Evolution, IEEE Signal Processing Letters, 2016
Conference Papers
- 방연준, 이의진, 박주형, 강병근, Image Recomposition System Using Segmentation and Style-transfer, 한국방송미디어공학회 학술발표대회 논문집, 제주한라대학교 , 2021
- 김태하, 양성엽, 강병근, 이의진, 적대적 생성 신경망을 활용한 과다 노출 영상 복원 방법, 한국방송미디어공학회 학술발표대회 논문집, 제주한라대학교, 2021
Projects
■ Person Re-identification for Intelligent Security System, Ministry of Science and ICT, 2020.03.~2023.02.
■ 360-degree Video Generation for VR/AR, ETRI, 2020.04.~2020.11.
■ Cloud-Based Smart Energy Town Platform Integrating Energy-Blocks (Image-based EV Charging Robot Automation), Ministry of Education, 2020.03.~2022.02.
■ Autonomous VR·AR Content Generation Considering User Environments, Ministry of Science and ICT, 2020.04.~2022.12.
■ AI-based Object Detection and Tracking for ROI selection, ETRI, 2020.09.~2020.11.
■ AI-based Water Management System, National Research Council of Science and Technology, 2020.11.~2021.02.
■ Development of Smart Total Management System for Small Scale Water Supply Facilities, Ministry of Science and ICT, 2021.04.~2022.06.