Combining text/image in WikipediaMM task 2009
|Combining text/image in WikipediaMM task 2009|
|Author(s)||Moulin C., Barat C., Lemaitre C., Gery M., Ducottet C., Largeron C.|
|Published in||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Keyword(s)||Unknown (Extra: Bag of words, Image descriptors, ImageCLEF, Multimedia information retrieval, Multimedia models, Textual information, Texture features, Visual information, Wikipedia, Feature extraction, Information retrieval, Linguistics, Image processing)|
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Combining text/image in WikipediaMM task 2009 is a 2010 conference paper written in English by Moulin C., Barat C., Lemaitre C., Gery M., Ducottet C., Largeron C. and published in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
This paper reports our multimedia information retrieval experiments carried out for the ImageCLEF Wikipedia task 2009. We extend our previous multimedia model defined as a vector of textual and visual information based on a bag of words approach . We extract additional textual information from the original Wikipedia articles and we compute several image descriptors (local colour and texture features). We show that combining linearly textual and visual information significantly improves the results.
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