activity
20192023
most citedDeep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review

558 citations · 1.5k across the 22 of their papers we have counts for

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Showing cs.ROShow all

5 papers · 1 filter

cs.RO2023

Milestones in Autonomous Driving and Intelligent Vehicles Part II: Perception and Planning

Long Chen, Siyu Teng, Bai Li +7

Growing interest in autonomous driving (AD) and intelligent vehicles (IVs) is fueled by their promise for enhanced safety, efficiency, and economic benefits. While previous surveys…

cs.RO2023★ 509 cited

Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys

Long Chen, Yuchen Li, Chao Huang +13

Interest in autonomous driving (AD) and intelligent vehicles (IVs) is growing at a rapid pace due to the convenience, safety, and economic benefits. Although a number of surveys ha…

cs.RO2023

Embodied Footprints: A Safety-guaranteed Collision Avoidance Model for Numerical Optimization-based Trajectory Planning

Bai Li, Youmin Zhang, Tantan Zhang +5

Optimization-based methods are commonly applied in autonomous driving trajectory planners, which transform the continuous-time trajectory planning problem into a finite nonlinear p…

cs.RO2020★ 9 cited

Autonomous Driving at Intersections: A Critical-Turning-Point Approach for Left Turns

K. Shu, H. Yu, X. Chen +4

Left-turn planning is one of the formidable challenges for autonomous vehicles, especially at unsignalized intersections due to the unknown intentions of oncoming vehicles. This pa…

cs.RO2019★ 6 cited

A Right-of-Way Based Strategy to Implement Safe and Efficient Driving at Non-Signalized Intersections for Automated Vehicles

Yadong Xing, Can Zhao, ZhiHeng Li +7

Non-signalized intersection is a typical and common scenario for connected and automated vehicles (CAVs). How to balance safety and efficiency remains difficult for researchers. To…