D3.2: Perception System and Self-Assessment

D3.2 covers all work done within WP3 and its tasks (T3.1-T3.5). T3.1 involves the acquisition and adaptation of training data needed for the machine learning-based approaches. T3.2 covers the topic of semantic scene analysis and precise localization. T3.3 involves work on the integration of past and current measurements from on-board sensors to obtain the current environment state. Furthermore, it involves a prediction of how the latter will evolve over time. T3.4 is on the topic of augmented perception by V2X, extending the on-board perception of the ego-vehicle with information coming from other Connected and Automated Vehicles (CAVs) or infrastructure sensors. Finally, T3.5 covers perception system SA.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-27
DOI
https://doi.org/10.5281/zenodo.15291082
Primary Topic
Autonomous Vehicle Technology and Safety
Type
article
Field-Weighted Citation Impact
0.00
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article

D3.2: Perception System and Self-Assessment

Zenodo (CERN European Organization for Nuclear Research)
Autonomous Vehicle Technology and Safety
article

D3.2: Perception System and Self-Assessment

article en

Abstract

D3.2 covers all work done within WP3 and its tasks (T3.1-T3.5). T3.1 involves the acquisition and adaptation of training data needed for the machine learning-based approaches. T3.2 covers the topic of semantic scene analysis and precise localization. T3.3 involves work on the integration of past and current measurements from on-board sensors to obtain the current environment state. Furthermore, it involves a prediction of how the latter will evolve over time. T3.4 is on the topic of augmented perception by V2X, extending the on-board perception of the ego-vehicle with information coming from other Connected and Automated Vehicles (CAVs) or infrastructure sensors. Finally, T3.5 covers perception system SA.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 63%
Autonomous Vehicle Technology and Safety
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D3.2: Perception System and Self-Assessment · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS