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Home > Computing and Information Technology > Computer science > Image processing > A Pyramid Framework for Early Vision: Multiresolutional Computer Vision(251 The Springer International Series in Engineering and Computer Science)
A Pyramid Framework for Early Vision: Multiresolutional Computer Vision(251 The Springer International Series in Engineering and Computer Science)

A Pyramid Framework for Early Vision: Multiresolutional Computer Vision(251 The Springer International Series in Engineering and Computer Science)


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About the Book

Biological visual systems employ massively parallel processing to perform real-world visual tasks in real time. A key to this remarkable performance seems to be that biological systems construct representations of their visual image data at multiple scales. A Pyramid Framework for Early Vision describes a multiscale, or `pyramid', approach to vision, including its theoretical foundations, a set of pyramid-based modules for image processing, object detection, texture discrimination, contour detection and processing, feature detection and description, and motion detection and tracking. It also shows how these modules can be implemented very efficiently on hypercube-connected processor networks.
A Pyramid Framework for Early Vision is intended for both students of vision and vision system designers; it provides a general approach to vision systems design as well as a set of robust, efficient vision modules.


Table of Contents:
Hierarchical Frameworks for Early Vision.- Pyramid Based Visual Modules.- Integration and Extensions.- References.


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Product Details
  • ISBN-13: 9781461362074
  • Publisher: Springer-Verlag New York Inc.
  • Publisher Imprint: Springer-Verlag New York Inc.
  • Height: 240 mm
  • No of Pages: 218
  • Returnable: N
  • Sub Title: Multiresolutional Computer Vision
  • ISBN-10: 1461362075
  • Publisher Date: 21 Nov 2012
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Series Title: 251 The Springer International Series in Engineering and Computer Science
  • Width: 160 mm


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A Pyramid Framework for Early Vision: Multiresolutional Computer Vision(251 The Springer International Series in Engineering and Computer Science)
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