Multimedia Information Retrieval and Management: Technological Fundamentals and Applications

Pirmais vāks
Springer Science & Business Media, 2003. gada 21. janv. - 476 lappuses
Multimedia information technologies, which provide comprehensive and intuitive information for a broad range of applications, have a strong impact on modem life, and have changed our way of learning and thinking. Over the past two decades, there has been an explosive growth in the use of digital multimedia (including audio, video, images and graphics) over the Internet and wireless communication. As the use of digital multimedia increases, effective data storage and management become increasingly important. In fields which use large quantities of data (e. g. audio, video, image and digital libraries; geographical and medical image databases; etc), we need to minimize the volume of data stored while meeting the often conflicting demand for accurate data representation. In addition, the data need to be managed such that it facilitates efficient searching, browsing and cooperative work. This area has been a very active research area in recent years. This book will provide readers with an up-to-date and comprehensive picture of cutting edge technologies in multimedia information retrieval and management, which directly affect our industry, economy and social life The book is divided into two major parts: Technological Fundamentals which covers the core theories of the area; and Applications which describes the broad range of practical uses for this technology.

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Saturs

FUNDAMENTALS OF CONTENTBASED IMAGE RETRIEVAL
1
CONTENTBASED VIDEO ANALYSIS RETRIEVAL AND BROWSING
27
RELEVANCE FEEDBACK IN CONTENTBASED IMAGE RETRIEVAL
57
VIDEO ANALYSIS AND SUMMARIZATION AT STRUCTURAL AND SEMANTIC LEVELS
75
CONTENTBASED RETRIEVAL FOR DIGITAL AUDIO AND MUSIC
95
MPEG7 MULTIMEDIA CONTENT DESCRIPTION STANDARD
121
MULTIMEDIA AUTHENTICATION AND WATERMARKING
148
INDEXING AND RETRIEVING HIGH DIMENSIONAL VISUAL
178
SCALABLE STORAGE FOR DIGITAL LIBRARIES
265
OBJECT REPOSITORIES FOR DIGITAL LIBRARIES
289
INFORMATION DISCOVERY ON THE WORLDWIDEWEB
307
COOPERATIVE MULTIMEDIA INFORMATION SYSTEMS
326
PACS IMAGE MANAGEMENT AND IMAGING INFORMATICS
346
CONTENTBASED RETRIEVAL FOR MEDICAL DATA
366
BIOMETRICS FEATURE RETRIEVAL USING PALMPRINT IMAGES
385
FINDING HUMAN FACES IN A FACE DATABASE
405

A SEMANTIC DATA MODELING MECHANISM FOR A MULTIMEDIA DATABASE
204
FEATUREBASED RETRIEVAL IN VISUAL DATABASE SYSTEMS
226
DIGITAL LIBRARY
246
DATA MANAGEMENT FOR LIVE PLANT IDENTIFICATION
432
FAST STARTUP AND INTERACTIVE RETRIEVALS OF BROADCAST VIDEOS
458
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