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Relating visual and semantic image descriptors

Stauder, Jurgen and Sirot, Joel and Le Borgne, Hervé and Cooke, Eddie and O'Connor, Noel E. (2004) Relating visual and semantic image descriptors. In: EWIMT 2004 - European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, 25-26 November 2004, London, UK.

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Abstract

This paper addresses the automatic analysis of visual content and extraction of metadata beyond pure visual descriptors. Two approaches are described: Automatic Image Annotation (AIA) and Confidence Clustering (CC). AIA attempts to automatically classify images based on two binary classifiers and is designed for the consumer electronics domain. Contrastingly, the CC approach does not attempt to assign a unique label to images but rather to organise the database based on concepts.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Subjects:Computer Science > Image processing
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
Official URL:http://ewimt.qmul.net/
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:European Commission FP6-001765
ID Code:390
Deposited On:01 Apr 2008 by DORAS Administrator. Last Modified 06 May 2010 11:04

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