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Smart Camera Design

Algorithms, Architectures, and Art

  • Marilyn Wolf

Table of contents

  1. Front Matter
    Pages i-xii
  2. Marilyn Wolf
    Pages 1-6
  3. Marilyn Wolf
    Pages 7-66
  4. Marilyn Wolf
    Pages 67-133
  5. Marilyn Wolf
    Pages 135-161
  6. Marilyn Wolf
    Pages 163-197
  7. Marilyn Wolf
    Pages 199-212
  8. Back Matter
    Pages 213-226

About this book

Introduction

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.   The author discusses the entire range of topics relevant to digital camera design, including image processing, computer vision, image sensors, system-on-chip, and optics, while clearly describing the interactions between design decisions at these different levels of abstraction.  Readers will benefit from this comprehensive view of digital camera design, describing the range of algorithms used to compose, enhance, and analyze images, as well as the characteristics of optics, image sensors, and computing platforms that determine the physical limits of image capture and computing.  The content is designed to be used by algorithm designers and does not require an extensive background in optics or electronics.

  • Presents the full range of modern digital camera algorithms: image capture, enhancement, and analysis;
  • Analyzes the interactions between algorithm design, sensor and optics characteristics, and computational capabilities;
  • Provides a unified view of image and video capture and analysis in modern cameras, given that the traditional distinction between still and moving image cameras has largely disappeared.

Keywords

Vision Science Image Sensors and Signal Processing Digital Image Processing Algorithms for Image Processing and Computer Vision image capture and computing

Authors and affiliations

  • Marilyn Wolf
    • 1
  1. 1.School of ECEGeorgia Institute of TechnologyAtlantaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-69523-5
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-69522-8
  • Online ISBN 978-3-319-69523-5
  • Buy this book on publisher's site