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HamedHabibiAghdam
ElnazJahaniHeravi
Guide to
Convolutional
Neural
Networks
A Practical Application to Traffic-Sign
Detection and Classification

Guide to Convolutional Neural Networks

Hamed Habibi Aghdam
Elnaz Jahani Heravi
Guide to Convolutional
Neural Networks
A Practical Application to Traffic-Sign
Detection and Classifica tion
123

Hamed Habibi Aghdam
University Rovira i Virgili
Tarragona
Spain
Elnaz Jahani Heravi
University Rovira i Virgili
Tarragona
Spain
ISBN 978-3-319-57549-0 ISBN 978-3-319-57550-6 (eBook)
DOI 10.1007/978-3-319-57550-6
Library of Congress Control Number: 2017938310
© Springer International Publishing AG 2017
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publication does not imply, even in the absence of a specific statement, that such names are exempt from
the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authors or the editors give a warranty, express or implied, with respect to the material contained herein or
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictional claims in published maps and institutional affiliations.
Printed on acid-free paper
This Springer imprint is published by Springer Nature
The registered company is Springer International Publishing AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

To my wife, Elnaz, who possess the most
accurate and reliable optimization method
and guides me toward global optima of life.
Hamed Habibi Aghdam
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