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Dongpu Cao

3 accepted papers

2020

Imitative Reinforcement Learning Fusing Vision and Pure Pursuit for Self-driving

ICRA 2020poster

Autonomous urban driving navigation is still an open problem and has ample room for improvement in unknown complex environments and terrible weather conditions. In this paper, we propose a two-stage framework, called IPP-RL, to handle these problems. IPP means an Imitation learning method fusing vis…

Cited by 14SourceScholar
2019

Real-Time Vehicle Detection from Short-range Aerial Image with Compressed MobileNet

ICRA 2019poster

Vehicle detection from short-range aerial image faces challenges including vehicle blocking, irrelevant object interference, motion blurring, color variation etc., leading to the difficulty to achieve high detection accuracy and real-time detection speed. In this paper, benefiting from the recent de…

Cited by 19SourceScholar