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Semantic Mining Technologies for Multimedia Databases

by Dacheng Tao, Dong Xu and Xuelong Li

2009 (550 pages)

ISBN:9781605661889

An important reference for academicians, multimedia technologists and researchers, and academic libraries, this guide provides an introduction to the most recent techniques in multimedia semantic mining necessary to those new to the field.

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Semantic Mining Technologies for Multimedia Databases
Preface
Section I - Multimedia Information Representation
Chapter I	-	Video Representation and Processing for Multimedia Data Mining
Chapter II	-	Image Features from Morphological Scale-Spaces
Chapter III	-	Face Recognition and Semantic Features
Section II - Learning in Multimedia Information Organization
Chapter IV	-	Shape Matching for Foliage Database Retrieval
Chapter V	-	Similarity Learning for Motion Estimation
Chapter VI	-	Active Learning for Relevance Feedback in Image Retrieval
Chapter VII	-	Visual Data Mining Based on Partial Similarity Concepts
Section III - Semantic Analysis
Chapter VIII	-	Image/Video Semantic Analysis by Semi-Supervised Learning
Chapter IX	-	Content-Based Video Semantic Analysis
Chapter X	-	Applications of Semantic Mining on Biological Process Engineering
Chapter XI	-	Intuitive Image Database Navigation by Hue-Sphere Browsing
Section IV - Multimedia Resource Annotation
Chapter XII	-	Formal Models and Hybrid Approaches for Efficient Manual Image Annotation and Retrieval
Chapter XIII	-	Active Video Annotation—To Minimize Human Effort
Chapter XIV	-	Annotating Images by Mining Image Search
Chapter XV	-	Semantic Classification and Annotation of Images
Section V - Other Topics Related to Semantic Mining
Chapter XVI	-	Association-Based Image Retrieval
Chapter XVII	-	Compressed-Domain Image Retrieval Based on Colour Visual Patterns
Chapter XVIII	-	Resource Discovery Using Mobile Agents
Chapter XIX	-	Multimedia Data Indexing
Compilation of References