Perceptual Metrics for Image Database Navigation

Perceptual Metrics for Image Database Navigation by Yossi Rubner, Carlo Tomasi.

The increasing amount of information available in today's world raises the need to retrieve relevant data efficiently. Unlike text-based retrieval, where keywords are successfully used to index into documents, content-based image retrieval poses up front the fundamental questions how to extract...

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Bibliographic Details
Main Authors: Rubner, Yossi (Author), Tomasi, Carlo (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer US : Imprint: Springer, 2001.
Edition:1st ed. 2001.
Series:The Springer International Series in Engineering and Computer Science, 594
Springer eBook Collection.
Subjects:
Control engineering.
Robotics.
Mechatronics.
Artificial intelligence.
Optical data processing.
Data structures (Computer science).
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 1. Distribution-Based Dissimilarity Measures
  • 2. The Earth Mover’s Distance
  • 3. Color-Based Image Similarity
  • 4. Texture-Based Image Similarity
  • 5. Comparing Dissimilarity Measures
  • 6. Visualization
  • 7. Navigation
  • 8. Conclusion and Future Directions
  • Appendices
  • The Standard Deviation of the Gabor Filters
  • A.1 The Radial Standard Deviation
  • A.2 The Angular Standard Deviation
  • Retrieval Performance Plots
  • References.

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