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Computational Photography: Methods and Applications.pdf

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Dedication
Contents
Preface
The Editor
Contributors
Chapter 1: Single Capture Image Fusion
Chapter 2: Single Capture Image Fusion with Motion Consideration
Chapter 3: Lossless Compression of Bayer Color Filter Array Images
Chapter 4: Color Restoration and Enhancement in theCompressed Domain
Chapter 5: Principal Component Analysis-Based Denoising ofColor Filter Array Images
Chapter 6: Regularization-Based Color Image Demosaicking
Chapter 7: Super-Resolution Imaging
Chapter 8: Image Deblurring Using Multi-Exposed Images
Chapter 9: Color High-Dynamic Range Imaging: Algorithms forAcquisition and Display
Chapter 10: High-Dynamic Range Imaging for Dynamic Scenes
Chapter 11: Shadow Detection in Digital Images and Videos
Chapter 12: Document Image Rectification Using Single-View orTwo-View Camera Input
Chapter 13: Bilateral Filter: Theory and Applications
Chapter 14: Painterly Rendering
Chapter 15: Machine Learning Methods for Automatic Image Colorization
Chapter 16: Machine Learning for Digital Face Beautification
Chapter 17: High-Quality Light Field Acquisition and Processing
Chapter 18: Dynamic View Synthesis with an Array of Cameras
Color Inserts
Back Cover
Computational Photography Methods and Applications K10907_FM.indd 1 9/16/10 3:53:39 PM
Digital Imaging and Computer Vision Series Series Editor Rastislav Lukac Foveon, Inc./Sigma Corporation San Jose, California, U.S.A. Computational Photography: Methods and Applications, edited by Rastislav Lukac Super-Resolution Imaging, edited by Peyman Milanfar K10907_FM.indd 2 9/16/10 3:53:40 PM
Computational Photography Methods and Applications Edited by Rastislav Lukac Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Group, an informa business K10907_FM.indd 3 9/16/10 3:53:40 PM
CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742 © 2011 by Taylor and Francis Group, LLC CRC Press is an imprint of Taylor & Francis Group, an Informa business No claim to original U.S. Government works Printed in the United States of America on acid-free paper 10 9 8 7 6 5 4 3 2 1 International Standard Book Number-13: 978-1-4398-1750-6 (Ebook-PDF) This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the valid- ity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint. Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or uti- lized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopy- ing, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers. For permission to photocopy or use material electronically from this work, please access www.copyright.com (http:// www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged. Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe. Visit the Taylor & Francis Web site at http://www.taylorandfrancis.com and the CRC Press Web site at http://www.crcpress.com
Photography suits the temper of this age — of active bod- ies and minds. It is a perfect medium for one whose mind is teeming with ideas, imagery, for a prolific worker who would be slowed down by painting or sculpting, for one who sees quickly and acts decisively, accurately. —Edward Henry Weston, photographer
Dedication To my lovely daughter, Sofia
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