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Intelligent Multimedia Databases and Information Retrieval

Book Description

Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies details the latest information retrieval technologies and applications, the research surrounding the field, and the methodologies and design related to multimedia databases. Together with academic researchers and developers from both information retrieval and artificial intelligence fields, this book details issues and semantics of data retrieval with contributions from around the globe. As the information and data from multimedia databases continues to expand, the research and documentation surrounding it should keep pace as best as possible, and this book provides an excellent resource for the latest developments.

Table of Contents

  1. Title Page
  2. Copyright Page
  3. Editorial Advisory Board
  4. Preface
    1. Introduction
  5. Acknowledgment
  6. Section 1
    1. Chapter 1: Profiling User Color Perception for Image Retrieving
      1. Abstract
      2. Introduction
      3. Color Representation
      4. Fuzzy Representation Of Colors And Image Processing
      5. User Profile For Color Perception
      6. Statistical Results
      7. Conclusion
    2. Chapter 2: Approach of Using Texture and Shape for Image Retrieval
      1. Abstract
      2. Introduction
      3. Gabor Wavelet Transform With Minimum Information Redundancy
      4. Fourier Descriptor Approach With Brightness
      5. Image Retrieval Using Texture And Shape Features
      6. Experiments And Analyses
      7. Features From A Single Feature Extraction Approach
      8. Conclusion
      9. Future Research Directions
    3. Chapter 3: Mid-level Image Descriptors
      1. Abstract
      2. Introduction
      3. Background
      4. Mid-Level Perspective For Text Processing And Retrieval
      5. Text Processing Techniques Adapted To Image Representation
      6. Other Example Of Mld: Image And Video Epitomes
      7. Conclusion And Future Research Directions
    4. Chapter 4: An Image Retrieval Model Combining Ontology and Probabilistic Ranking
      1. Abstract
      2. Introduction
      3. Related Work
      4. The Ontology Guided Image Retrieval Model
      5. Implementation And Discussion Results
      6. Conclusion And Future Work
    5. Chapter 5: Annotation of Medical Images
      1. Abstract
      2. Introduction
      3. Literature Review
      4. An Example: Annotation Of Mammographic Images
      5. Svm Classification
      6. Performance Evaluation
      7. Future Research Issues
      8. Conclusion
    6. Chapter 6: A Hybrid Approach to Content-Based Image Retrieval
      1. Abstract
      2. Introduction
      3. Previous And Proposed Work
      4. Experimental Results
      5. Conclusion And Future Work
    7. Chapter 7: A Survey on Feature Based Image Retrieval Techniques
      1. Abstract
      2. Introduction
      3. Visual Feature Representation And Extraction
      4. Recent Developments In Cbir
      5. Conclusion
    8. Chapter 8: Extracting Sport Video Semantics
      1. Abstract
      2. Introduction
      3. Sport Video Filming
      4. Sport Video Analysis
      5. Conclusion
  7. Section 2
    1. Chapter 9: Normal Forms for Multimedia Databases
      1. Abstract
      2. Introduction
      3. Background
      4. Semantics Of Multimedia Attributes
      5. Extended Dependencies
      6. Normal Forms In Multimedia Databases
      7. Future Research Directions
      8. Conclusion
    2. Chapter 10: Towards a Dynamic Semantic and Complex Relationship Modeling of Multimedia Data
      1. Abstract
      2. Introduction
      3. Background
      4. Information Networking Model
      5. Future Research Directions
      6. Conclusion
    3. Chapter 11: Towards a Unified Multimedia Metadata Management Solution
      1. Abstract
      2. Introduction
      3. Mpeg-7
      4. Existing Metadata Integration Solutions
      5. Multimedia Metadata Integration System
      6. Future Research Directions
      7. Conclusion
    4. Chapter 12: Abstractions in Intelligent Multimedia Databases
      1. Abstract
      2. Introduction
      3. Multimedia Database Layered Architecture
      4. Handling Database Queries
      5. Characterization Of Semantic Entities: The Semantic Layer
      6. Related Work
      7. Disambiguation For Semantic Entities: The Knowledge Layer
    5. Chapter 13: Fuzzy Logic for Image Retrieval and Image Databases
      1. Abstract
      2. Introduction
      3. Imperfect Information And Fuzzy Set Theory
      4. Fuzzy Sets And Content-Based Image Retrieval
      5. Database Support For Fuzzy Image Retrieval
      6. Conclusion
    6. Chapter 14: EDUPMO
      1. Abstract
      2. Introduction
      3. Background
      4. Large Scale Multimedia Production
      5. Framework Proposal
      6. Future Trends
      7. Conclusion
    7. Chapter 15: Latent Semantic Analysis for Text Mining and Beyond
      1. Abstract
      2. Introduction
      3. Background
      4. Lsa: Extending The Vector Space Model
      5. Applications
      6. Future Trends / Conclusion
  8. Compilation of References
  9. About the Contributors
  10. Index