Machine Learning and Image Interpretation

by Terry Caelli, Walter F. Bischof

Estimated delivery 3-12 business days

Format Paperback

Condition Brand New

Description 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.

Publisher Description

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.

Details

  • ISBN 1489918183
  • ISBN-13 9781489918185
  • Title Machine Learning and Image Interpretation
  • Author Terry Caelli, Walter F. Bischof
  • Format Paperback
  • Year 2013
  • Pages 423
  • Publisher Springer-Verlag New York Inc.
GE_Item_ID:137900980;

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