PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Amato G., Magionami V., Savino P. Region Based Image Similarity Search Inspired by Text Search. In: IRCDL - Third Italian Research Conference on Digital Library Systems (Padova, 29-30, January 2007). Atti, pp. 78 - 85. DELOS A Network of Excellence on Digital Libraries, 2007.
 
 
Abstract
(English)
We present a novel technique for processing image similarity search by using an approach that takes inspiration from text retrieval techniques. In our approach images are indexed by using visual terms taken from a visual lexicon obtained clustering regions of images in the dataset. A weighting and matching schema is defined that allow effective image retrieval to be performed by using inverted files, thus requiring reduced storage space and achieving high efficiency.
Subject Content based image retrieval
H.3.3 Information Search and Retrieval


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