A Pyramid Framework for Early Vision: Multiresolutional Computer Vision

Author:   Jean-Michel Jolion ,  Azriel Rosenfeld
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 1994
Volume:   251
ISBN:  

9781461362074


Pages:   218
Publication Date:   21 November 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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A Pyramid Framework for Early Vision: Multiresolutional Computer Vision


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Overview

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.

Full Product Details

Author:   Jean-Michel Jolion ,  Azriel Rosenfeld
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 1994
Volume:   251
Dimensions:   Width: 16.00cm , Height: 1.30cm , Length: 24.00cm
Weight:   0.384kg
ISBN:  

9781461362074


ISBN 10:   1461362075
Pages:   218
Publication Date:   21 November 2012
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Hierarchical Frameworks for Early Vision.- Pyramid Based Visual Modules.- Integration and Extensions.- References.

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