Multimedia Database Retrieval: A Human-Centered Approach / Edition 1

Multimedia Database Retrieval: A Human-Centered Approach / Edition 1

by Paisarn Muneesawang, Ling Guan
     
 

ISBN-10: 038725627X

ISBN-13: 9780387256276

Pub. Date: 09/06/2006

Publisher: Springer US

Multimedia Database Retrieval: A Human-Centered Approach presents the latest development in user-centered methods and the state-of-the-art in visual media retrieval. It includes discussion on perceptually inspired non-linear paradigm in user-controlled interactive retrieval (UCIR)
systems. It also features a coherent approach which focuses on specific topics

Overview

Multimedia Database Retrieval: A Human-Centered Approach presents the latest development in user-centered methods and the state-of-the-art in visual media retrieval. It includes discussion on perceptually inspired non-linear paradigm in user-controlled interactive retrieval (UCIR)
systems. It also features a coherent approach which focuses on specific topics within content/concept-based retrievals via audio-visual information modeling of multimedia.

Highlights include:

* Exploring an adaptive machine that can learn from its environment

* Optimizing the learning system by incorporating self-organizing adaptation into the retrieval process

* Demonstrating state-of-the-art applications within small,
medium, and large databases

The authors also include applications related to Digital Asset Management (DAM), Computer Aided Referral (CAR) System, Geographical Database Retrieval, retrieval of Art Documents, and Films and Video Retrieval.

Multimedia Database Retrieval: A Human-Centered Approach presents the fundamental and advanced aspects of these topics, as well as the philosophical directions in the field. The methods detailed in this book possess broad applications which will advance the technology in this fast developing topical area.

Product Details

ISBN-13:
9780387256276
Publisher:
Springer US
Publication date:
09/06/2006
Series:
Signals and Communication Technology Series
Edition description:
2006
Pages:
188
Product dimensions:
9.21(w) x 6.14(h) x 0.50(d)

Table of Contents

Introduction.- Interactive Content-Based Image Retrieval.- High Performance Retrieval: A New Machine Learning Approach.- Automatic Relevance Feedback.- Automatic Retrieval on P2P Network and Knowledge-Based Databases.- Adaptive Video Indexing and Retrieval.- Movie Retrieval Using Audio-Visual Fusion.

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