eBook - ePub

Intelligent Big Multimedia Databases

Name: Intelligent Big Multimedia Databases
ISBN: 9789814696661

Andreas Wichert,

324 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Intelligent Big Multimedia Databases

Andreas Wichert,

About this book

Multimedia databases address a growing number of commercially important applications such as media on demand, surveillance systems and medical systems. The book presents essential and relevant techniques and algorithms to develop and implement large multimedia database systems.

The traditional relational database model is based on a relational algebra that is an offshoot of first-order logic and of the algebra of sets. The simple relational model is not powerful enough to address multimedia data. Because of this, multimedia databases are categorized into many major areas. Each of these areas are now so extensive that a major understanding of the mathematical core concepts requires the study of different fields such as information retrieval, digital image processing, feature extraction, fractals, machine learning, neuronal networks and high-dimensional indexing. This book unifies the essential concepts and recent algorithms into a single comprehensive volume.

Contents:

Introduction
Multimedia Databases
Transform Functions
Compression
Feature Extraction
Low Dimensional Indexing
Approximative Indexing
High Dimensional Indexing
Dealing with Text Databases
Statistical Supervised Machine Learning
Multimodal Fusion
Software Architecture
Multimedia Databases in Medicine

Readership: Professionals, academics, researchers and graduate students in databases, artificial intelligence, pattern recognition and neural networks.

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Yes, you can access Intelligent Big Multimedia Databases by Andreas Wichert in PDF and/or ePUB format, as well as other popular books in Sciences biologiques & Science générale. We have over one million books available in our catalogue for you to explore.