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πŸ“

Smart Cameras

✍ Scribed by Ahmed Nabil Belbachir, Peter Michael Gâbel (auth.), Ahmed Nabil Belbachir (eds.)


Publisher
Springer US
Year
2010
Tongue
English
Leaves
401
Edition
1
Category
Library

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✦ Synopsis


Smart Cameras

Edited by: Ahmed Nabil Belbachir

Although there are many "definitions" of smart cameras offered by the media, camera manufacturers and developers, still no binding definition exists. For the purpose of this book, a smart camera is defined as a vision system which, in addition to image capture circuitry, is capable of extracting application-specific information from the captured images, along with generating event descriptions or making decisions that are used in an intelligent and automated system. This book provides a single-source reference, with content from several disparate scientific, technological and commercial aspects related to smart cameras: photoreceptors, pixels, signal processing, image sensor architectures, embedded systems, computer vision, sensor networks, applications of smart cameras and market trends. It provides background information, fundamentals, and an overview of the historical evolution, applications and the latest trends in intelligent camera concepts for professionals, researchers and practitioners.

  • Provides information on smart cameras for an interdisciplinary audience (embedded systems; image processing; camera technology) of professionals, practitioners and students;
  • Integrates coverage of hardware electronics, signal processing, embedded computing, computer vision, sensor networks and smart camera applications in surveillance, machine vision and the automotive industry;
  • Includes an analysis of the smart camera market evolution, based on interviews with market leaders.

✦ Table of Contents


Front Matter....Pages i-xvi
Front Matter....Pages 1-1
Smart Cameras: A Historical Evolution....Pages 3-17
Smart Cameras: Fundamentals and Classification....Pages 19-34
Smart Cameras: Technologies and Applications....Pages 35-50
Front Matter....Pages 51-51
Detectors, Pixels, and Signal Processing....Pages 53-79
Image Sensor Architectures....Pages 81-96
Front Matter....Pages 97-97
Embedded Vision Challenges....Pages 99-117
High-Performance Smart Cameras....Pages 119-135
Embedded Stereo Vision....Pages 137-157
Front Matter....Pages 159-159
Self-Calibrating Cameras in Video Surveillance....Pages 161-179
Change Detection for Object Segmentation....Pages 181-198
Object Tracking on Embedded Hardware....Pages 199-223
Front Matter....Pages 225-225
Designing a Wireless Smart Camera with a High-Performance Vision System....Pages 227-244
Automatic Geo-registration and Inter-Sensor Calibration in Large Sensor Networks....Pages 245-257
Application Development and Management of Smart Camera Networks....Pages 259-266
Stereo Vision in a Network of Co-operative Cameras....Pages 267-280
Front Matter....Pages 281-281
Smart Cameras for Machine Vision....Pages 283-303
Smart Cameras for Visual Surveillance....Pages 305-318
Camera-Based Automotive Systems....Pages 319-338
Front Matter....Pages 339-339
Market Demands and Analysis....Pages 341-355
Front Matter....Pages 357-357
Future Directions of Smart Cameras....Pages 359-364
Back Matter....Pages 1-39

✦ Subjects


Signal, Image and Speech Processing; Computer Imaging, Vision, Pattern Recognition and Graphics; Circuits and Systems


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