65 citations · 107 across the 5 of their papers we have counts for
5 papers
SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving
Muleilan Pei, Jiayao Shan, Peiliang Li +4
Online scene perception and topology reasoning are critical for autonomous vehicles to understand their driving environments, particularly for mapless driving systems that endeavor…
Exploiting More Information in Sparse Point Cloud for 3D Single Object Tracking
Yubo Cui, Jiayao Shan, Zuoxu Gu +2
3D single object tracking is a key task in 3D computer vision. However, the sparsity of point clouds makes it difficult to compute the similarity and locate the object, posing big…
Real-time 3D Single Object Tracking with Transformer
Jiayao Shan, Sifan Zhou, Yubo Cui +1
LiDAR-based 3D single object tracking is a challenging issue in robotics and autonomous driving. Currently, existing approaches usually suffer from the problem that objects at long…
3D Object Tracking with Transformer
Yubo Cui, Zheng Fang, Jiayao Shan +2
Feature fusion and similarity computation are two core problems in 3D object tracking, especially for object tracking using sparse and disordered point clouds. Feature fusion could…
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds
Jiayao Shan, Sifan Zhou, Zheng Fang +1
3D single object tracking is a key issue for robotics. In this paper, we propose a transformer module called Point-Track-Transformer (PTT) for point cloud-based 3D single object tr…