Hassaballah Mahmoud, Awad Ali Ismail - Deep Learning In Computer Vision. Principles And Applications.pdf

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Deep Learning in
Computer Vision
Digital Imaging and Computer Vision Series
Series Editor
Rastislav Lukac
Foveon, Inc./Sigma Corporation San Jose, California, U.S.A.
Dermoscopy Image Analysis
by M. Emre Celebi, Teresa Mendonça, and Jorge S. Marques
Semantic Multimedia Analysis and Processing
by Evaggelos Spyrou, Dimitris Iakovidis, and Phivos Mylonas
Microarray Image and Data Analysis: Theory and Practice
by Luis Rueda
Perceptual Digital Imaging: Methods and Applications
by Rastislav Lukac
Image Restoration: Fundamentals and Advances
by Bahadir Kursat Gunturk and Xin Li
Image Processing and Analysis with Graphs: Theory and Practice
by Olivier Lézoray and Leo Grady
Visual Cryptography and Secret Image Sharing
by Stelvio Cimato and Ching-Nung Yang
Digital Imaging for Cultural Heritage Preservation: Analysis,
Restoration, and Reconstruction of Ancient Artworks
by Filippo Stanco, Sebastiano Battiato, and Giovanni Gallo
Computational Photography: Methods and Applications
by Rastislav Lukac
Super-Resolution Imaging
by Peyman Milanfar
Deep Learning in
Computer Vision
Principles and Applications
Edited by
Mahmoud Hassaballah and Ali Ismail Awad
CRC Press
Taylor & Francis Group
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Boca Raton, FL 33487-2742
©
2020 by Taylor & Francis Group, LLC
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Library of Congress Cataloging‑in‑Publication Data
Names: Hassaballah, Mahmoud, editor. | Awad, Ali Ismail, editor.
Title: Deep learning in computer vision : principles and applications /
edited by M. Hassaballah and Ali Ismail Awad.
Description: First edition. | Boca Raton, FL : CRC Press/Taylor and
Francis, 2020. | Series: Digital imaging and computer vision | Includes
bibliographical references and index.
Identifers: LCCN 2019057832 (print) | LCCN 2019057833 (ebook) | ISBN
9781138544420 (hardback ; acid-free paper) | ISBN 9781351003827 (ebook)
Subjects: LCSH: Computer vision. | Machine learning.
Classifcation: LCC TA1634 .D437 2020 (print) | LCC TA1634 (ebook) | DDC
006.3/7--dc23
LC record available at https://lccn.loc.gov/2019057832
LC ebook record available at https://lccn.loc.gov/2019057833
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