A Pyramid Framework for Early Vision (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
232
Utgivningsdatum
1993-12-01
Förlag
Kluwer Academic Publishers
Medarbetare
Rosenfeld, Azriel
Illustrationer
references, index
Dimensioner
234 x 156 x 14 mm
Vikt
508 g
Antal komponenter
1
Komponenter
52:B&W 6.14 x 9.21in or 234 x 156mm (Royal 8vo) Case Laminate on White w/Gloss Lam
ISBN
9780792394020
A Pyramid Framework for Early Vision (inbunden)

A Pyramid Framework for Early Vision

Multiresolutional Computer Vision

av Jean-Michel Jolion, Azriel Rosenfeld
Inbunden,  Engelska, 1993-12-01
1288
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Biological visual systems employ parallel processing to perform real-world visual tasks in real time. A key to this performance seems to be that biological systems construct representations of their visual image data at multiple scales. This text 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 efficiently implemented on hypercube-connected processor networks. The text 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; Hierarchical Processing; Hierarchical Multiresolution; The Pyramid Architecture; Pyramid Based Visual Modules; Preprocessing and Enhancement; Subpopulation and Cluster Detection; Region Detection and Delineation: Connected Components; Region Detection and Delineation: Compact Regions; Contour Representation and Extraction; Textured Images; Dynamic Images; Integration and Extensions; Integration of Visual Modules; Extensions; The Data Driven Pyramid; Conclusions.

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