Machine Learning and Image Interpretation (Advances in Computer Vision and Machine Intelligence)

Caelli, Terry; Bischof, Walter F.

ISBN 10: 030645761X / ISBN 13: 9780306457616

Published by Springer, 1997

In. Seller Inventory # ria9780306457616_new

Synopsis:

In this groundbreaking new volume, computer researchers discuss the development of technologies and specific systems that can interpret data with respect to domain knowledge. Although the chapters each illuminate different aspects of image interpretation, all utilize a common approach - one that asserts such interpretation must involve perceptual learning in terms of automated knowledge acquisition and application, as well as feedback and consistency checks between encoding, feature extraction, and the known knowledge structures in a given application domain. The text is profusely illustrated with numerous figures and tables to reinforce the concepts discussed.

Synopsis: Describes seven original technologies and specific systems that can interpret image data with respect to domain knowledge. They share the notion that processes that reflect how humans apply world knowledge to image data must involve perceptual learning in terms of automated knowledge acquisitions and application as well as feedback and consistency

Bibliographic Details

Title: Machine Learning and Image Interpretation (...
Publisher: Springer
Publication Date: 1997
Binding: Hardcover
Condition: New