activity
20222024
most citedCollaborative Perception in Autonomous Driving: Methods, Datasets and Challenges

210 citations · 213 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2024

Shallow Signed Distance Functions for Kinematic Collision Bodies

Osman Akar, Yushan Han, Yizhou Chen +4

We present learning-based implicit shape representations designed for real-time avatar collision queries arising in the simulation of clothing. Signed distance functions (SDFs) hav…

cs.CV2023★ 1 cited

SSC3OD: Sparsely Supervised Collaborative 3D Object Detection from LiDAR Point Clouds

Yushan Han, Hui Zhang, Honglei Zhang +1

Collaborative 3D object detection, with its improved interaction advantage among multiple agents, has been widely explored in autonomous driving. However, existing collaborative 3D…

cs.GR2023★ 2 cited

Position-Based Nonlinear Gauss-Seidel for Quasistatic Hyperelasticity

Yizhou Chen, Yushan Han, Jingyu Chen +1

Position based dynamics is a powerful technique for simulating a variety of materials. Its primary strength is its robustness when run with limited computational budget. We develop…

cs.CV2023★ 210 cited

Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges

Yushan Han, Hui Zhang, Huifang Li +3

Collaborative perception is essential to address occlusion and sensor failure issues in autonomous driving. In recent years, theoretical and experimental investigations of novel wo…

cs.LG2022

Analytically Integratable Zero-restlength Springs for Capturing Dynamic Modes unrepresented by Quasistatic Neural Networks

Yongxu Jin, Yushan Han, Zhenglin Geng +2

We present a novel paradigm for modeling certain types of dynamic simulation in real-time with the aid of neural networks. In order to significantly reduce the requirements on data…

cs.GR2022

A Robust Grid-Based Meshing Algorithm for Embedding Self-Intersecting Surfaces

Steven W. Gagniere, Yushan Han, Yizhou Chen +4

The creation of a volumetric mesh representing the interior of an input polygonal mesh is a common requirement in graphics and computational mechanics applications. Most mesh creat…