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Machine Learning and Image Interpretation : Advances in Computer Vision and Machine Intelligence - Terry Caelli

Machine Learning and Image Interpretation

Advances in Computer Vision and Machine Intelligence

Hardcover

Published: 30th November 1997
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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.

Image Intrepretation
Fuzzy Conditional Rule Generation
Relational evidence Theory and Schematic Interpretation
Cite-Scene Understanding and Object Recognition
See++: An object Oriented Theory of Task Specific Vision
SOO-PIN
Invariance Signatures
ABC: Biologically Motivated Image Understanding
184 Figures
21 Tables
Author Index
Subject Index
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780306457616
ISBN-10: 030645761X
Series: Advances in Computer Vision and Machine Intelligence
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 423
Published: 30th November 1997
Publisher: Springer Science+Business Media
Country of Publication: US
Dimensions (cm): 23.4 x 15.6  x 2.54
Weight (kg): 1.78