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A text-based approach to the ImageCLEF 2010 photo annotation task

Li, Wei and Min, Jinming and Jones, Gareth J.F. (2010) A text-based approach to the ImageCLEF 2010 photo annotation task. In: ImageCLEF 2010 - Image Retrieval in CLEF, 20-23 September 2010, Padua, Italy.

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Abstract

The challenges of searching the increasingly large collections of digital images which are appearing in many places mean that automated annotation of images is becoming an important task. We describe our participation in the ImageCLEF 2010 Visual Concept Detection and Annotation Task. Our approach used only the textual features (Flickr user tags and EXIF information) to perform the automatic annotation. Our approach was to explore the use of different techniques to improve the results of textual annotation. We identify the drawbacks of our approach and how these might be addressed and optimized in further work.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Subjects:Computer Science > Information storage and retrieval systems
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Next Generation Localisation (CNGL)
Official URL:http://www.clef2010.org/index.php?page=pages/proceedings.php
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland
ID Code:15857
Deposited On:12 Nov 2010 15:49 by Shane Harper. Last Modified 30 Jun 2011 12:06

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