Multimedia Database Retrieval

A Human-Centered Approach

By: Paisarn Muneesawang, Ling Guan

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Hardcover | 29 September 2006

At a Glance

Hardcover
196 Pages

Dimensions(cm)
24.13 x 15.88 x 1.27

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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.

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Information Retrieval Graphical & Digital Media Applications Computer Science Human-Computer Interaction Digital Signal Processing (DSP)Engineering & Technology Electronics & Communications Engineering Electronics Engineering Energy Technology & Engineering

Electrical Engineering Data Warehousing Artificial Intelligence Computer Vision

Acknowledgments	p. vii
Introduction	p. 1
The Human Factor in Multimedia Search and Retrieval	p. 2
Human-Centered Search and Retrieval Techniques	p. 3
Techniques Presented in This Book	p. 6
Applications Included in This Book	p. 9
Organization of This Book	p. 10
Interactive Content-Based Image Retrieval	p. 11
Introduction	p. 11
Interactive Framework	p. 13
Radial Basis Function (RBF)-Based Relevance Feedback (RF)	p. 17
Learning and Characterization	p. 19
Application to Texture Image Retrieval	p. 25
Application to Digital Photograph Collection	p. 31
A Computer Aided Referral (CAR) System for Mine Target Detection in Side-Scan Sonar Images	p. 42
High Performance Retrieval: A New Machine Learning Approach	p. 47
Introduction	p. 47
Local Model Networks (LMN)	p. 48
Learning via Local Model Network	p. 51
Machine Learning-Based Interactive Retrieval	p. 54
Adaptive Local Model Network	p. 55
Application to Corel's Photograph Collection	p. 59
Chapter Summary	p. 66
Automatic Relevance Feedback	p. 75
Introduction	p. 75
Automatic Interaction by Self-Organizing Neural Network	p. 77
Descriptors in JPEG and Wavelet Transform (WT) Domains	p. 84
Visual Descriptor for Relevance Classification	p. 88
Retrieval of JPEG and Texture Images in Compressed Domain	p. 90
Chapter Summary	p. 99
Automatic Retrieval on P2P Network and Knowledge-Based Databases	p. 107
Introduction	p. 107
Image Retrieval in Distributed Digital Libraries	p. 107
Peer-to-Peer (P2P) Retrieval System	p. 109
Knowledge-Based Image Retrieval	p. 116
Relevance Feedback with Region of Interest	p. 121
Adaptive Video Indexing and Retrieval	p. 127
Introduction	p. 127
Framework of Adaptive Video Indexing (AVI)	p. 131
Adaptive Video Indexing	p. 132
Application to CNN News Video Retrieval	p. 140
Automatic Reclusive Video Retrieval	p. 147
Chapter Summary	p. 156
Movie Retrieval Using Audio-Visual Fusion	p. 159
Intoduction	p. 159
Interactive System for Movie Retrieval	p. 159
Audio-Visual Cue	p. 163
Chapter Summary	p. 172
References	p. 173
Index	p. 185
Table of Contents provided by Ingram. All Rights Reserved.

Multimedia Database Retrieval

A Human-Centered Approach

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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