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SIGIR
2010
ACM

Spatial relationships in visual graph modeling for image categorization

11 years 3 months ago
Spatial relationships in visual graph modeling for image categorization
In this paper, a language model adapted to graph-based representation of image content is proposed and assessed. The full indexing and retrieval processes are evaluated on two different image corpora. We show that using the spatial relationships with graph model has a positive impact on the results of standard Language Model (LM) and outperforms the baseline built upon the current state-of-the-art Support Vector Machine (SVM) classification method. Categories and Subject Descriptors H.4 [Information Systems Applications]: Miscellaneous General Terms Algorithms, Experimentation Keywords Graph theory, language model, image categorization
Trong-Ton Pham, Philippe Mulhem, Loïc Maisonn
Added 31 Aug 2010
Updated 31 Aug 2010
Type Conference
Year 2010
Where SIGIR
Authors Trong-Ton Pham, Philippe Mulhem, Loïc Maisonnasse
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