PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Semantics extraction from images
Ioannis Pratikakis, Anastasia Bolovinou, Vassilios Gatos and Stavros Perantonis
In: Knowledge-Driven Multimedia Information Extraction and Ontology Evolution Lecture Notes in Computer Science , 6050 . (2011) Springer , pp. 50-88. ISBN 978-3-642-20794-5

Abstract

An overview of the state-of-the-art on semantics extraction from images is presented. In this survey, we present the relevant approaches in terms of content representation as well as in terms of knowledge representation. Knowledge can be represented in either implicior explicit fashion while the image is represented in di®erent levels namely, low-level, intermediate and semantic level. For each combination of knowledge and image representation, a detailed discussion is addressed that leads to fruitful conclusions for the impact of each approach.

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EPrint Type:Book Section
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
Information Retrieval & Textual Information Access
ID Code:9313
Deposited By:Anastasia Bolovinou
Deposited On:16 March 2012