Computer Perceptual Organization in Computer Vision (Machine Perception and Artificial Intelligence)

Boyer, Kim L,Sarkar, Sudeep

ISBN 10: 981021832X / ISBN 13: 9789810218324

Editore: World Scientific Publishing Comp, 1994

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Codice articolo 3TWOWA001G65

Dati bibliografici

• Titolo: Computer Perceptual Organization in Computer Vision (Machine Perception and Artificial Intelligence)
• Editore: World Scientific Publishing Comp
• Data di pubblicazione: 1994
• Lingua: Inglese
• ISBN 10: 981021832X
• ISBN 13: 9789810218324
• Rilegatura: hardcover
• Condizione: Very Good

Descrizione articolo

Riassunto

This book describes the design of a complete, flexible system for perceptual organization in computer vision using graph theoretic techniques, voting methods, and an extension of the Bayesian networks called perceptual inference networks (PINs). The PIN, which forms the heart of the system and which is based on Bayesian probabilistic networks, exhibits potential for application in several areas of computer vision as well as a range of other spatial reasoning tasks. The text includes a highly comprehensive, classificatory review of prior work in perceptual organization and, within that framework, identifies key areas for future work by the computer vision research community.