Smartphone Sensor Data Augmentation for Automatic Road Surface Assessment Using a Small Training Dataset

]Smartphones equipped with motion sensors are widely used for data collection in research aimed at the establishment of smart transportation and at, more specifically, automatic road condition assessment. To perform the assessment task, machine learning classifier systems are developed to analyze pa...

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Bibliographic Details

Published in:	International Conference on Big Data and Smart Computing pp. 239 - 245
Main Authors:	Setiawan, Budi Darma, Serdult, Uwe Imre, Kryssanov, Victor
Format:	Conference Proceeding
Language:	English Japanese
Published:	IEEE 01.01.2021
Subjects:	Gallium nitride Generative adversarial networks road surface assessment Roads Smart phones smartphone data augmentation Task analysis Training Tuning unrolled GAN
ISSN:	2375-9356
Online Access:	Get full text
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