Non-Fiction Books:

A Pyramid Framework for Early Vision

Multiresolutional Computer Vision
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Description

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.
Release date Australia
November 21st, 2012
Audience
  • Professional & Vocational
Edition
Softcover reprint of the original 1st ed. 1994
Illustrations
XII, 218 p.
Pages
218
Dimensions
160x240x13
ISBN-13
9781461362074
Product ID
21693315

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