3 papers
cs.CV2026
Hyper-V2X: Hypernetworks for Estimating Epistemic and Aleatoric Uncertainty in Cooperative Bird's-Eye-View Semantic Segmentation
Abhishek Dinkar Jagtap, Sanath Tiptur Sadashivaiah, Andreas Festag
Cooperative perception enabled by Vehicle-to-Everything (V2X) communication enhances autonomous driving safety by creating a unified environmental representation through shared sen…
cs.CV2025
Systematic Literature Review on Vehicular Collaborative Perception -- A Computer Vision Perspective
Lei Wan, Jianxin Zhao, Andreas Wiedholz +7
The effectiveness of autonomous vehicles relies on reliable perception capabilities. Despite significant advancements in artificial intelligence and sensor fusion technologies, cur…
cs.CV2025
CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving
Rui Song, Chenwei Liang, Yan Xia +5
Dynamic scene rendering opens new avenues in autonomous driving by enabling closed-loop simulations with photorealistic data, which is crucial for validating end-to-end algorithms.…