Istituto di Scienza e Tecnologie dell'Informazione     
Amato G., Bolettieri P., Falchi F., Gennaro C. Large scale image retrieval using vector of locally aggregated descriptors. In: ERCIM NEWS, vol. 2013 (95) pp. 36 - 37. ERCIM EEIG, 2013.
We propose using vectors of locally aggregated descriptors (VLAD) to address the problem of image search on a very large scale. We expect that this technique will overcome the quantization error problem faced in Bag-of-Words (BoW) representations.
URL: http://ercim-news.ercim.eu/images/stories/EN95/EN95-web.pdf
Subject Bag of Features
Content based Image Retrieval
H.3.3 Information Search and Retrieval

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