Driver cellphone usage detection using wavelet scattering and convolutional neural networks

Driver cellphone usage detection using wavelet scattering and convolutional neural networks

This paper provides an automated system based on machine learning and computer vision to detect cellphone usage during driving. We used Wavelet Scattering Networks, which is a simple and efficient type of architecture. The presented model is straightforward and compact and requires little hyper-para...

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Bibliographic Details
Main Authors: Ali Besharati, Ali Nahvi, Serajeddin Ebrahimian
Format: Article
Language:English
Published: Amirkabir University of Technology 2025-07-01
Series:AUT Journal of Mathematics and Computing
Subjects:
mobile use detection
wavelet scattering network
cnn
cascade object detector
transfer learning
Online Access:https://ajmc.aut.ac.ir/article_5229_b3827b345e600a3ed1a2eb1a7b1bdc13.pdf
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