Smart Camera Design Algorithms, Architectures, and Art
This book describes the algorithms and computer architectures used to create and analyze photographs in modern digital cameras. It also puts the capabilities of digital cameras into context for applications in art, entertainment, and video analysis.
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Smart Camera Design Algorithms, Architectures, and Art
Smart Camera Design
Marilyn Wolf
Smart Camera Design Algorithms, Architectures, and Art
Marilyn Wolf School of ECE Georgia Institute of Technology Atlanta, GA, USA
ISBN 978-3-319-69522-8 ISBN 978-3-319-69523-5 https://doi.org/10.1007/978-3-319-69523-5
(eBook)
Library of Congress Control Number: 2017957575 © Springer International Publishing AG 2018 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
For Dad, Who set me on this path.
Preface
This book draws from three areas of computing: image processing, computer vision, and computer graphics. Image processing and computer vision in particular have long been separate fields with overlapping interests. This is partly a sociological phenomenon—image processing comes from electrical engineering, while computer vision comes from computer science. These two fields blend smoothly in digital camera design. The modern imaging chain starts at traditional filtering and ends with feature analysis. Parts of this book draw upon my research work with my students at Princeton and Georgia Tech. Cheng-Yao Chen, Santanu Dutta, Jason Fritts, Se Hun Kim, Changhong Lin, Chung-Ching Lin, Tiehan Lv, Jason Schlessman, Senem Velipasalar, Jiang Xu, Heather Yu, and Shengqi Yang have all worked on aspects of multimedia computing and embedded computer vision. I am grateful to them for the opportunity to work with them and learn from them. Burak Ozer was not my official student, but he has been my friend and collaborator on smart cameras for the past 15 years. The inspiration for this book comes from my father, an inventor who created two different panoramic
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