Robotics · Computer Science
Worsening Perception: Real-time Degradation of Autonomous Vehicle Perception Performance for Simulation of Adverse Weather Conditions
Ivan Fursa, Elias Fandi, Valentina Musat, Jacob Culley +6
2021-07-09
Computer Vision and Pattern Recognition · Computer Science
Seeing Clearly, Forgetting Deeply: Revisiting Fine-Tuned Video Generators for Driving Simulation
Chun-Peng Chang, Chen-Yu Wang, Julian Schmidt, Holger Caesar +1
2025-08-25
Robotics · Computer Science
Towards an Autonomous Test Driver: High-Performance Driver Modeling via Reinforcement Learning
John Subosits, Jenna Lee, Shawn Manuel, Paul Tylkin +1
2024-12-06
Software Engineering · Computer Science
AI-augmented Automation for Real Driving Prediction: an Industrial Use Case
Romina Eramo, Hamzeh Eyal Salman, Matteo Spezialetti, Darko Stern +2
2024-04-04
Computer Vision and Pattern Recognition · Computer Science
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey
Liewen Liao, Weihao Yan, Wang Xu, Ming Yang +2
2025-12-03
Computer Vision and Pattern Recognition · Computer Science
Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction
Kelvin Wong, Qiang Zhang, Ming Liang, Bin Yang +3
2020-08-14
Machine Learning · Computer Science
An Adaptive Human Driver Model for Realistic Race Car Simulations
Stefan Löckel, Siwei Ju, Maximilian Schaller, Peter van Vliet +1
2022-07-21
Machine Learning · Computer Science
Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry
Patrick Hemmer, Niklas Kühl, Jakob Schöffer
2021-10-19
Computer Vision and Pattern Recognition · Computer Science
Deep Multi-Sensor Lane Detection
Min Bai, Gellert Mattyus, Namdar Homayounfar, Shenlong Wang +2
2019-05-07
Computer Vision and Pattern Recognition · Computer Science
SplatAD: Real-Time Lidar and Camera Rendering with 3D Gaussian Splatting for Autonomous Driving
Georg Hess, Carl Lindström, Maryam Fatemi, Christoffer Petersson +1
2025-03-14
Artificial Intelligence · Computer Science
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users
Maarten Bieshaar, Günther Reitberger, Viktor Kreß, Stefan Zernetsch +3
2018-03-12
Systems and Control · Electrical Eng. & Systems
Vision-Based Autonomous Driving: A Model Learning Approach
Ali Baheri, Ilya Kolmanovsky, Anouck Girard, H. Eric Tseng +1
2020-03-19
Computer Vision and Pattern Recognition · Computer Science
OASim: an Open and Adaptive Simulator based on Neural Rendering for Autonomous Driving
Guohang Yan, Jiahao Pi, Jianfei Guo, Zhaotong Luo +13
2024-02-07
Artificial Intelligence · Computer Science
Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving
Zhenghao Peng, Wenjie Luo, Yiren Lu, Tianyi Shen +3
2024-09-30
Robotics · Computer Science
Developing, Analyzing, and Evaluating Vehicular Lane Keeping Algorithms Under Dynamic Lighting and Weather Conditions Using Electric Vehicles
Michael Khalfin, Jack Volgren, Matthew Jones, Luke LeGoullon +2
2024-06-12
Computer Vision and Pattern Recognition · Computer Science
RealEngine: Simulating Autonomous Driving in Realistic Context
Junzhe Jiang, Nan Song, Jingyu Li, Xiatian Zhu +1
2025-10-16
Software Engineering · Computer Science
Simulation-based Validation for Autonomous Driving Systems
Changwen Li, Joseph Sifakis, Qiang Wang, Rongjie Yan +1
2023-01-24
Computer Vision and Pattern Recognition · Computer Science
LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes
Shanlin Sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu +2
2024-05-07