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A Pyramid Framework for Early Vision: Multiresolutional Computer Vision

A Pyramid Framework for Early Vision: Multiresolutional Computer Vision

Paperback

Series: The Springer International Engineering and Computer Science, Book 251

Technology & EngineeringGeneral ComputersProgramming

ISBN10: 1461362075
ISBN13: 9781461362074
Publisher: Springer Pg
Published: Nov 21 2012
Pages: 218
Weight: 0.74
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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.

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