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Smart Camera Design de Marilyn Wolf

Smart Camera Design

Autor Marilyn Wolf
en Limba Engleză Hardback – 18 dec 2017
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.
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Specificații

ISBN-13: 9783319695228
ISBN-10: 3319695223
Pagini: 240
Ilustrații: XII, 226 p. 158 illus., 39 illus. in color.
Dimensiuni: 160 x 241 x 19 mm
Greutate: 0.48 kg
Ediția:1st edition 2018
Editura: Springer
Locul publicării:Cham, Switzerland

Cuprins

Digital Photography.- Light, Optics, and Imaging.- Image Capture Systems and Algorithms.- Image and Video Enhancement.- Image and Video Analysis.- Photography and Cinematography.

Notă biografică

Dimitrios Serpanos holds a PhD in Computer Science from Princeton University since 1990. He received his Engineering Degree in Computer Engineering & Informatics from the University of Patras in 1985 and his MA in Computer Science from Princeton University in 1988. Between 1990 and 1996 he was a Research Staff Member (RSM) at IBM Research, T.J. Watson Research Center working in the area of systems architecture for high bandwidth systems. Between 1996 and 2000 he was faculty member at the University of Crete (Computer Science) and a researcher at ICS-FORTH. Since 2000 he has been a professor at the University of Patras, Dept. of Electrical & Computer Engineering, working in the area of computer architecture, embedded and cyber-physical systems with emphasis on cybersecurity, industrial systems, and network and multimedia systems. He is the Director of the Industrial Systems Institute/ATHENA, where he served as Director also during 2008-2013. He has served as President of the University of Western Greece. He has been working on computer architecture, embedded systems, and cybersecurity for more than 25 years, with special emphasis on building real systems and prototypes that are tested in the lab or in the field. Marilyn Wolf received her bachelor's, master's, and doctoral degrees in electrical engineering from Stanford University in 1980, 1981, and 1984, respectively. She was with AT&T Bell Laboratories in Murray Hill, N.J. from 1984 to 1989 and was with Princeton University from 1989 until 2007. In 2007, Dr. Wolf joined Georgia Tech as the Rhesa "Ray" S. Farmer, Jr. Distinguished Chair in Embedded Computing Systems and Georgia Research Alliance Eminent Scholar. Her research interests include embedded computing, cyber-physical and IoT systems, and embedded computer vision. She has received the IEEE Computer Society Goode Memorial Award, the ASEE Terman Award, and IEEE Circuits and Systems Society Education Award.

Textul de pe ultima copertă

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.