Challenges of Vehicle Classification Using Acoustics

Challenges of Vehicle Classification Using Acoustics

Automated acoustic classification of vehicles is a challenging problem with many variables. Vehicles produce complex sounds from many sources, sound signatures vary between similar vehicles, and background noise has a large impact on audio data. Past research studied different vehicle classification...

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Bibliographic Details
Main Authors: Raiden Evans, Stephanie Mullins, George Noel
Format: Article
Language:English
Published: LibraryPress@UF 2022-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
vehicle acoustics
machine learning
artificial intelligence
overfitting
vehicle classification
acoustic classification
cyber physical sensing
cyber physical fused sensing
cps
cpfs
Online Access:https://journals.flvc.org/FLAIRS/article/view/130658
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https://journals.flvc.org/FLAIRS/article/view/130658

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