Machine learning and statistical approaches to image retrieval /

In the early 1990s, the establishment of the Internet brought forth a revolutionary viewpoint of information storage, distribution, and processing: the World Wide Web is becoming an enormous and expanding distributed digital library. Along with the development of the Web, image indexing and retrieva...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Chen, Yixin, 1972-
Other Authors: Li, Jia, 1974-, Wang, James Z., 1972-
Format: Electronic eBook
Language:Inglés
Published: Boston ; London : Kluwer Academic Publishers, ©2004.
Series:Kluwer international series on information retrieval ; 14.
Subjects:
Image processing > Digital techniques.
Machine learning.
Traitement d'images > Techniques numériques.
Apprentissage automatique.
digital imaging.
Image processing > Digital techniques
Machine learning
Online Access:Texto completo
Table of Contents:
  • Preface
  • Introduction
  • Image Retrieval and Linguistic Indexing
  • Machine Learning and Statistical Modeling
  • A Robust Region-Based Similarity Measure
  • Cluster-Based Retrieval by Unsupervised Learning
  • Categorization by Learning and Reasoning with Regions
  • Automatic Linguistic Indexing of Pictures
  • Modeling Ancient Paintings
  • Conclusions and Future Work
  • References
  • Index.

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