Multimedia Information Extraction. Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance and Authoring
- Language: English
- 496 Pages
- Published: September 2012
The explosive growth of multimedia data transmission has generated a critical need for efficient, high-capacity image databases, as well as powerful search engines to retrieve image data from them. This book brings together contributions by an international all-star team of innovators in the field who share their insights into all key aspects of image database and search engine construction. Readers get in-depth discussions of the entire range of crucial image database architecture, indexing and retrieval, transmission, display, and user interface issues. And, using examples from an array of disciplines, the authors present cutting-edge applications in medical imagery, multimedia communications, earth science, remote sensing, and other major application areas.
Digital Imagery: Fundamentals (V. Castelli & L. Bergman).
Visible Image Retrieval (C. Colombo & A. Del Bimbo).
Satellite Imagery in Earth Science Applications (H. Ramapriyan).
Medical Imagery (S. Wong & K. Hoo).
Images in the Exploration for Oil and Gas (P. Tilke).
STORAGE AND SYSTEM ARCHITECTURE.
Storage Architectures for Digital Imagery (H. Vin).
Database Support for Multimedia Applications (M. Ortega-Binderberger and K. Chakrabarti).
Image Compression--A Review (S. Hemami).
Transmission of Digital Imagery (J. Percival).
INDEXING AND RETRIEVAL.
Introduction to Content-Based Image Retrieval-Overview of Key Techniques (Y. Li and C. Kuo).
Color for Image Retrieval (J. Smith).
Texture Features for Image Retreival (B. Manjunath & W. Ma).
Shape Representation for Image Retrieval (B. Kimia).
Multidimensional Indexing Structures for Content-Based Retrieval (V. Castelli).
Multimedia Indexing (C. Faloutsos).
Compressed or Progressive Image Search (S. Panchanathan).
Concepts and Techniques for Indexing Visual Semantics (A. Jaimes & S. Chang).
Vittorio Castelli IBM T.J. Watson Research Center.
Lawrence D. Bergman IBM T.J. Watson Research Center.