A Unified Framework for Retrieving Diverse Social Images

A Unified Framework for Retrieving Diverse Social Images

Abstract

In this paper we explore the performance of a generic, unified framework for the retrieval of relevant and diverse images from social photo collections. The approach allows for the easy evaluation of different visual and textual image descriptions, clustering algorithms, and similarity metrics. Preliminary results show strong dependance between the choice of underlying technology and similarity metric, and the achieved performance.

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Authors
  • Zaharieva, Maia
  • Schwab, Patrick
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Shortfacts
Category
Paper in Conference Proceedings or in Workshop Proceedings (Full Paper in Proceedings)
Event Title
MediaEval 2014 Workshop
Divisions
Multimedia Information Systems
Subjects
Multimedia
Event Location
Barcelona, Spain
Event Type
Workshop
Event Dates
October 16-17, 2014
Series Name
Proceedings of the MediaEval 2014 Workshop
ISSN/ISBN
1613-0073 (elektronisch)
Date
2014
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