Keemin Sohn

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 17

Top Topics

Detection Algorithm

Top Venues

IEEE Trans. Veh. Technol.

IEEE Trans. Intell. Transp. Syst.

Publications

Hojun Lee, Kyeongjun Lee, Jiwon Kang, Keemin Sohn
Training a Regression-Based Model for Crowd Counting in Transit Cars Using Ranked Image Pairs and Triplets. IEEE Access 12 (2024)
Gyeongjun Kim, Jiwon Kang, Keemin Sohn
A meta-reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows. Comput. Aided Civ. Infrastructure Eng. 38 (6) (2023)
Gyeongjun Kim, Keemin Sohn
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. Appl. Soft Comput. 119 (2022)
Seungyun Jeong, Seungbin Roh, Keemin Sohn
Multi-Regime Analysis for Computer Vision- Based Traffic Surveillance Using a Change-Point Detection Algorithm. IEEE Access 9 (2021)
Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn
Non-Anchor-Based Vehicle Detection for Traffic Surveillance Using Bounding Ellipses. IEEE Access 9 (2021)
Yongjin Lee, Hyunjeong Jeon, Keemin Sohn
Predicting Short-Term Traffic Speed Using a Deep Neural Network to Accommodate Citywide Spatio-Temporal Correlations. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn
Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses. CoRR (2020)
Gyeongjun Kim, Keemin Sohn
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. CoRR (2020)
Jincheol Lee, Jiyong Chung, Keemin Sohn
Reinforcement Learning for Joint Control of Traffic Signals in a Transportation Network. IEEE Trans. Veh. Technol. 69 (2) (2020)
Seungyun Jeong, Keemin Sohn
Multi-regime analysis for computer vision-based traffic surveillance using a change-point detection algorithm. CoRR (2020)
Johyun Shin, Seungbin Roh, Keemin Sohn
Image-Based Learning to Measure the Stopped Delay in an Approach of a Signalized Intersection. IEEE Access 7 (2019)
Jincheol Lee, Seungbin Roh, Johyun Shin, Keemin Sohn
Image-Based Learning to Measure the Space Mean Speed on a Stretch of Road without the Need to Tag Images with Labels. Sensors 19 (5) (2019)
Dohyoung Jo, Byeonghyeop Yu, Hyunjeong Jeon, Keemin Sohn
Image-to-Image Learning to Predict Traffic Speeds by Considering Area-Wide Spatio-Temporal Dependencies. IEEE Trans. Veh. Technol. 68 (2) (2019)
Hyunjeong Jeon, Jincheol Lee, Keemin Sohn
Artificial intelligence for traffic signal control based solely on video images. J. Intell. Transp. Syst. 22 (5) (2018)
Jiyong Chung, Keemin Sohn
Image-Based Learning to Measure Traffic Density Using a Deep Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 19 (5) (2018)
Keemin Sohn
An Expectation-Maximization Algorithm to Estimate the Integrated Choice and Latent Variable Model. Transp. Sci. 51 (3) (2017)
Junghan Baek, Keemin Sohn
Deep-Learning Architectures to Forecast Bus Ridership at the Stop and Stop-To-Stop Levels for Dense and Crowded Bus Networks. Appl. Artif. Intell. 30 (9) (2016)
Kee-Sun Sohn, Keemin Sohn
A novel heuristics optimization inspired by the Lorentz transformation. ICNC (2015)
Keemin Sohn
Optimizing Train-Stop Positions Along a Platform to Distribute the Passenger Load More Evenly Across Individual Cars. IEEE Trans. Intell. Transp. Syst. 14 (2) (2013)
Keemin Sohn, Daehyun Kim
Dynamic Origin-Destination Flow Estimation Using Cellular Communication System. IEEE Trans. Veh. Technol. 57 (5) (2008)
Keemin Sohn, Keeyeon Hwang
Space-Based Passing Time Estimation on a Freeway Using Cell Phones as Traffic Probes. IEEE Trans. Intell. Transp. Syst. 9 (3) (2008)