A Pyramid Framework for Early Vision (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
218
Utgivningsdatum
2012-11-21
Upplaga
Softcover reprint of the original 1st ed. 1994
Förlag
Springer-Verlag New York Inc.
Medarbetare
Rosenfeld, Azriel
Illustrationer
XII, 218 p.
Dimensioner
234 x 156 x 13 mm
Vikt
336 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9781461362074

A Pyramid Framework for Early Vision

Multiresolutional Computer Vision

av Jean-Michel Jolion, Azriel Rosenfeld
Häftad,  Engelska, 2012-11-21
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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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Jean-Michel Jolion, Azriel Rosenfeld

Innehållsförteckning

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

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