| Name | Byeongkeun Kang |
|---|---|
| Position | professor |
| Tel | +82-2-970-6426 |
| 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. |