Content-Based Image and Video Retrieval

Content-Based Image and Video Retrieval by Oge Marques, Borko Furht.

Content-Based Image And Video Retrieval addresses the basic concepts and techniques for designing content-based image and video retrieval systems. It also discusses a variety of design choices for the key components of these systems. This book gives a comprehensive survey of the content-based image...

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Bibliographic Details
Main Authors: Marques, Oge (Author), Furht, Borko (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer US : Imprint: Springer, 2002.
Edition:1st ed. 2002.
Series:Multimedia Systems and Applications ; 21
Springer eBook Collection.
Subjects:
Data structures (Computer science).
Information storage and retrieval.
Multimedia information systems.
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. Introduction
  • 2. Fundamentals of Content-Based Image and Video Retrieval
  • 1. Basic Concepts
  • 2. A Typical CBIVR System Architecture
  • 3. The User’s Perspective
  • 4. Summary
  • 3. Designing a Content-Based Image Retrieval System
  • 1. Feature Extraction and Representation
  • 2. Similarity Measurements
  • 3. Dimension Reduction and High-dimensional Indexing
  • 4. Clustering
  • 5. The Semantic Gap
  • 6. Learning
  • 7. Relevance Feedback (RF)
  • 8. Benchmarking CBVIR Solutions
  • 9. Design Questions
  • 10. Summary
  • 4. Designing a Content-Based Video Retrieval System
  • 1. The Problem
  • 2. The Solution
  • 3. Video Parsing
  • 4. Video Abstraction and Summarization
  • 5. Video Content Representation, Indexing, and Retrieval
  • 6. Video Browsing Schemes
  • 7. Examples of Video Retrieval Systems
  • 8. Summary
  • 5. A Survey of Content-Based Image Retrieval Systems
  • 1. Introduction
  • 2. Criteria
  • 3. Systems
  • 4. Summary and Conclusions
  • 6. Case Study: Muse
  • 1. Overview of the System
  • 2. The User’s Perspective
  • 3. The RF Mode
  • 4. The RFC Mode
  • 5. Experiments and Results
  • 6. Summary
  • 7. Future Work
  • References.

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