Fundamentals of image data mining : analysis, features, classification and retrieval

Fundamentals of image data mining : analysis, features, classification and retrieval / Dengsheng Zhang.

This unique and useful textbook presents a comprehensive review of the essentials of image data mining, and the latest cutting-edge techniques used in the field. The coverage spans all aspects of image analysis and understanding, offering deep insights into areas of feature extraction, machine learn...

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Bibliographic Details
Main Author: Zhang, Dengsheng (Author)
Format: eBook
Language:English
Published: Cham : Springer, [2021]
Edition:Second edition.
Series:Texts in computer science,
Subjects:
Multimedia data mining.
Multimedia data mining
Online Access:Click for online access
Table of Contents:
  • 1. Fourier Transform
  • 2. Windowed Fourier Transform
  • 3. Wavelet Transform
  • 4. Color Feature Extraction
  • 5. Texture Feature Extraction
  • 6. Shape Representation
  • 7. Bayesian Classification
  • Support Vector Machines
  • 8. Artificial Neural Networks
  • 9. Image Annotation with Decision Trees.-10. Image Indexing
  • 11. Image Ranking
  • 12. Image Presentation
  • 13. Appendix.

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