Programmable systems for intelligence in automobiles (PRYSTINE): Final results after Year 3

N Druml, A Ryabokon, R Schorn… - 2021 24th Euromicro …, 2021 - ieeexplore.ieee.org
Autonomous driving is disrupting the automotive industry as we know it today. For this, fail-
operational behavior is essential in the sense, plan, and act stages of the automation chain …

Enhancing Autonomous Driving: A Low-Cost Monocular End-to-End Framework with Multi-Task Integration and Temporal Fusion

Z Rao, Y Cai, H Wang, Y Lian, Y Zhong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
End to end autonomous driving system has rapidly progressed and garnered significant
attention. Recently, multimodal fusion methods have surpassed vision-based methods in …

A multi‐stage model for bird's eye view prediction based on stereo‐matching model and RGB‐D semantic segmentation

Z Rao, Y Cai, H Wang, L Chen… - IET Intelligent Transport …, 2023 - Wiley Online Library
Abstract Bird's‐Eye‐View (BEV) map is a powerful and detailed scene representation for
intelligent vehicles that provides both the location and semantic information about nearby …

Autonomous driving using fluid flow simulation

T Sulkowski, J Izydorczyk, M Szelest - IEEE Access, 2022 - ieeexplore.ieee.org
This paper describes a fluid simulation application for the generation of driving trajectories in
a simulated environment. The proposed method translates a segmented view from a front …

Development and Experimental Validation of High Performance Embedded Intelligence and Fail-Operational Urban Surround Perception Solutions of the PRYSTINE …

R Novickis, A Levinskis, V Fescenko, R Kadikis… - Applied Sciences, 2021 - mdpi.com
Automated Driving Systems (ADSs) commend a substantial reduction of human-caused
road accidents while simultaneously lowering emissions, mitigating congestion, decreasing …

Front-to-Bird's-Eye-View Transformation for Autonomous Vehicles: A Class Imbalance-Based Approach

DA Martinez-Barba, LM Valentin-Coronado… - Mexican Conference on …, 2024 - Springer
Developing efficient and safe autonomous navigation systems for self-driving vehicles
requires an accurate representation of the environment. Bird's Eye View (BEV) provides a …

Enhancement of Depth Value Approximation for 3D Image-Based Modelling using Noise Filtering and Inverse Perspective Mapping Techniques for Complex Object

IS Ramli, RWOK Rahmat, SB Ng - Journal of Computing Research and …, 2023 - jcrinn.com
This article proposes the methods to enhance the depth value approximation in 3D Image
Based Modelling for complex object. Fundamentally, the fast and accurate depth value …