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

Caelli, Terry; Bischof, Walter F.

 
9780306457616: Machine Learning and Image Interpretation (Advances in Computer Vision and Machine Intelligence)
Hardcover
ISBN 10: 030645761X ISBN 13: 9780306457616
Publisher: Springer, 1997

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" may belong to another edition of this title.

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

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
1997
Language
English
ISBN 10 
030645761X
ISBN 13 
9780306457616
Binding
Hardcover
Number of pages
447

Other Popular Editions of the Same Title

9781489918185: Machine Learning and Image Interpretation (Advances in Computer Vision and Machine Intelligence)

Featured Edition

ISBN 10:  1489918183 ISBN 13:  9781489918185
Publisher: Springer, 2013
Softcover