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Modeling the Imaging Chain of Digital Cameras _Robert D. Fiete
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Teaches the key elements of the end-to-end imaging chain for digital camera systems and describes how elements of the imaging chain are mathematically modeled using the basics of linear systems mathematics and Fourier transforms. The emphasis is on general digital cameras designed to image incoherent light in the visible imaging spectrumTutorial Texts series
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(foRacompletelistofTutorialTexts,seehttp://spie.org/x651.xml.)
Modeling the
Imaging Chain of
Digital Cameras
Robert d. fiete
Tutorial Texts in Optical Engineering
Volume tt92
SPIE
PRESS
Bellingham, Washington USA
Library of Congress Cataloging-in-Publication Data
Fiete. robert d
Modeling the imaging chain of digital cameras/ Robert D. Fiete
cm.
(Tutorial texts in optical engineering; V. TT92)
Includes bibliographical references and index
ISBN978-0-8194-8339-3
1. Photographic optics--Mathematics. 2. Digital cameras--Mathematical models
3. Photography--Digital techniques. I. Title
TR220F542010
775-dc22
2010038932
Published by
SPIE
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Copyright 2010 Society of Photo-Optical Instrumentation Engineers(SPIE)
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been made to publish reliable and accurate information herein, but the publisher is not
responsible for the validity of the information or for any outcomes resulting from reliance
Printed in the United States of America
◎sPE
To Kathy, Katie, Allie, and Greg
Introduction to the series
Since its inception in 1989, the Tutorial Texts (rT)series has grown to cover
many diverse fields of science and engineering The initial idea for the series was
to make material presented in Spie short courses available to those who could
not attend and to provide a reference text for those who could. Thus, many of the
texts in this series are generated by augmenting course notes with descriptive text
that further illuminates the subject. In this way, the tt becomes an excellent
stand-alone reference that finds a much wider audience than only short course
attendees
Tutorial Texts have grown in popularity and in the scope of material covered
since 1989. They no longer necessarily stem from short courses; rather, they are
often generated independently by experts in the field. They are popular because
they provide a ready reference to those wishing to learn about emerging
technologies or the latest information within their field. The topics within the
series have grown from the initial areas of geometrical optics, optical detectors
and image processing to include the emerging fields of nanotechnology,
biomedical optics, fiber optics, and laser technologies. Authors contributing to
the TT series are instructed to provide introductory material so that those new to
the field may use the book as a starting point to get a basic grasp of the material
It is hoped that some readers may develop sufficient interest to take a short
course by the author or pursue further research in more advanced books to delve
deeper into the subject
The books in this series are distinguished from other technical monographs
and textbooks in the way in which the material is presented. In keeping with the
tutorial nature of the series, there is an emphasis on the use of graphical and
illustrative material to better elucidate basic and advanced concepts. There is also
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concepts presented. The publishing time for the books is kept to a minimum so
that the books will be as timely and up-to-date as possible. Furthermore, these
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on the same subject
When a proposal for a text is received, each proposal is evaluated to
determine the relevance of the proposed topic. This initial reviewing process has
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for additional material or other changes in approach that would serve to
strengthen the text. Once a manuscript is completed it is peer reviewed to ensure
that chapters communicate accurately the essential ingredients of the science and
technologies under discussion
It is my goal to maintain the style and quality of books in the series and to
further expand the topic areas to include new emerging fields as they become of
interest to our reading audience
James A. Harrington
Rutgers University
Contents
Preface
■■■『■■■■■■■■『■■■■■書■口冒■晶■百量冒百看■
Acknowledgments
■■■■
List of Acronyms.…,..,,…,,,…,,,,…,,…,…,…,…,…XV
Chapter 1 The Importance of Modeling the Imaging chain
Chapter 2 The Imaging Chain and Applications....n.
2. I The Imaging Chain…
2.2 Generating Simulated Image Products Using the
ging Chai
2.3 Applications of the Imaging Chain Model Through a Camera
Development mode
2.3.1 Imaging system concept……
8
2.3.2 Image product requirements
2.3.3 System requirements………
10
2.3.4 System build
10
2.3.5 System initialization
10
2.3.6 System operations and improvement
2.3.7 Verification of imaging chain models
2.4 applying the lmaging chain to Understand lmage quality
2.4.1 Image quality assurance ..........12
2.4.2 Image forger
12
Refe
Chapter 3 Mathematics
3.1 Fundamental Mathematics for Modeling the Imaging Chain..15
3.2 Useful Functions
3.3 Linear Shift-Invariant(LSD Systems
21
3.4 Convolution
3.5 Fourier transforms..............w..w....25
ting fourier transforms
3.5.2 Properties of Fourier transforms
29
3.5.3 Fourier transforms of images
32
Refe
37
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