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

Jolion, Jean-Michel; Rosenfeld, Azriel

 
9781461362074: A Pyramid Framework for Early Vision: Multiresolutional Computer Vision (The Springer International Series in Engineering and Computer Science, Band 251)
Softcover
ISBN 10: 1461362075 ISBN 13: 9781461362074
Verlag: Springer, 2012

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1461362075
ISBN 13 
9781461362074
Einband
Taschenbuch
Anzahl der Seiten
236
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Hardcover