Pyramid Framework for Early Vision (häftad)
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Språk
Engelska
Utgivningsdatum
2012-12-06
Förlag
Springer US
ISBN
9781461527923

Pyramid Framework for Early Vision E-bok

Multiresolutional Computer Vision

av Jean-Michel Jolion, Azriel Rosenfeld
E-bok (PDF, LCP),  Engelska, 2012-12-06
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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

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