activity
20172021
most citedDeep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review

558 citations · 917 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CV2021

Conditional Training with Bounding Map for Universal Lesion Detection

Han Li, Long Chen, Hu Han +1

Universal Lesion Detection (ULD) in computed tomography plays an essential role in computer-aided diagnosis. Promising ULD results have been reported by coarse-to-fine two-stage de…

cs.CV2020★ 558 cited

Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review

Yaodong Cui, Ren Chen, Wenbo Chu +4

Autonomous vehicles were experiencing rapid development in the past few years. However, achieving full autonomy is not a trivial task, due to the nature of the complex and dynamic…

cs.CV2019★ 358 cited

Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks

Qin Zou, Hanwen Jiang, Qiyu Dai +3

Lane detection in driving scenes is an important module for autonomous vehicles and advanced driver assistance systems. In recent years, many sophisticated lane detection methods h…

cs.CV2019★ 1 cited

Monocular Outdoor Semantic Mapping with a Multi-task Network

Yucai Bai, Lei Fan, Ziyu Pan +1

In many robotic applications, especially for the autonomous driving, understanding the semantic information and the geometric structure of surroundings are both essential. Semantic…

cs.CV2017

Planecell: Representing the 3D Space with Planes

Lei Fan, Ziyu Pan, Long Chen +1

Reconstruction based on the stereo camera has received considerable attention recently, but two particular challenges still remain. The first concerns the need to aggregate similar…