- [Under review] Zhixiong Jin, Haechan Cho, Yujin Kim, Hwasoo Yeo and Byeongjoon Noh, “Predicting Risk Severity of Urban Traffic Accidents and Identifying Risk Sources using Mobility Data and Road Geometry”, The 103th Transportation Research Board Annual Meeting, Washington D. C., 2024.
- Zhixiong Jin, Byeongjoon Noh, Haechan Cho and Hwasoo Yeo, “Deep Learning-based Approach on Risk Estimation of Urban Traffic Accident,” The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC)
- Jiyoung Hwang, Byeongjoon Noh, Zhixiong Jin and Hwasoo Yeo, “Asymmetric Long-Term Graph Multi-Attention Network for Traffic Speed Prediction.” The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC)
- Byeongjoon Noh, Dongho Ka, David Lee, and Hwasoo Yeo, “Analysis of vehicle-pedestrian interactive behaviors near unsignalized crosswalk.” The 100th Transportation Research Board Annual Meeting, Virtual, 2021.
- Byeongjoon Noh, Wonjun Non, and David Lee, “Vision-based overhead front point recognition of vehicles for traffic safety analysis.” Proceedings of the 2018 ACM International Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, ACM, Singapore, 2018. [LINK]
- Wonjun No, Byeongjoon Noh, and David Lee, “A deep learning-based braille blocks detection system from street view images for the visually impaired.” 31st KKHTCNN Symposium on Civil Engineering, Kyoto, 2018. [LINK]
- Byeongjoon Noh, Keumgang Cha, and Seongju Chang, “Movement classification based on acceleration spectrogram with dynamic time warping method.” In 2017 18th IEEE International Conference on Mobile Data Management (MDM), Korea, 2017. [LINK]
- Heegon Kim, Jaewon Sa, Byeongjoon Noh, Jonguk Lee, Yongwha Chung, and Daihee Park, “Automatic identification of a coughing animal using audio and video data.” In The fourth International Conference on Information Science and Cloud Computing, SISSA Medialab, 2016 [LINK]
- Jaewon Sa, Byeongjoon Noh, Heegon Kim, Dongwhee Choi, Sungju Lee, Yongwha Chung, Daihee Park, Coongho Cho, “CPU and GPU Implementation of QCD by using OpenCL.” 7th International Conference on Computer Science and Information Technology (ICCSIT 2015), June 17-18, Pattaya, 2015. [LINK]