Name:Yutian Wu
Title:Lecturer
E-mail:wuyutian@ustb.edu.cn
Office:机电楼726
Education:
2013-2017 Southeast University, bachelor
2016-2018 Waseda University, Master
2018-2022 Waseda University, Doctor
Work Experience:
2022-2023 Waseda University, Researcher
2023-Now University of Science and Technology Beijing, Lecturer
Research Interests:Autonomous Driving, Multi-Modality Environment Perception, Object Detection, Deep Learning
Courses:Object-Oriented Programming, Pattern Recognition
Selected Publications:
“Realtime Single-Shot Refinement Neural Network with Adaptive Receptive Field for 3D Object Detection from LiDAR Point Cloud”, IEEE Sensors Journal, 2021, 21(21):24505-24519.
“Deep 3D Object Detection Networks Using LiDAR Data: A Review”, IEEE Sensors Journal, 2021, 21(2):1152-1171.
“Decision-making with Triple Density Awareness for Autonomous Driving using Deep Reinforcement Learning”, IEEE 96th Vehicular Technology Conference, accept, Beijing/London, Sept 2022.
“An Enhanced Feature Pyramid Object Detection Network for Autonomous Driving”, Applied Science, 2019, 9(20):no.4363.
Selected Projects:
Research on 3d object detection method based on vehicular point cloud under complex weather
Research on multi-sensor environmental perception for autonomous driving on urban roads
Autonomous driving system construction of Toyota Kyushu unmanned freight car
Smart home resident safety guarantee system based on lightweight face recognition
Honors & Awards:
“Chinese Government Award for Outstanding Self-financed Students Abroad”, 2021
“Excellent Student Award of the IEEE Fukuoka Section”, 2021
“The 7th National Innovation and Entrepreneurship Competition of Intelligent Transportation for College Students”, National Second Prize, 2023