3 citations · 3 across the 4 of their papers we have counts for
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cs.CV2020★ 3 cited
Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses
Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim +2
Cameras for traffic surveillance are usually pole-mounted and produce images that reflect a birds-eye view. Vehicles in such images, in general, assume an ellipse form. A bounding…
eess.SP2020
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner
Gyeongjun Kim, Keemin Sohn
Reinforcement learning (RL) algorithms have been widely applied in traffic signal studies. There are, however, several problems in jointly controlling traffic lights for a large tr…