Computer Perceptual Organization in Computer Vision (Hardcover) (ISBN-13: 9789810218324)

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.

Author: Kim L. Boyer,Sudeep Sarkar
ISBN-10: 981021832X
ISBN-13: 9789810218324
Publisher: World Scientific Publishing Company
Language: English
Published: 07/01/1994
Pages: 252
Format: Hardcover