Searching through photographic databases with QuickLook

Gianluigi Ciocca; Claudio Cusano; Raimondo Schettini; Simone Santini; Andrea De Polo; Francesca Tavanti

doi:10.1117/12.911976

9 February 2012 Searching through photographic databases with QuickLook

Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini, Simone Santini, Andrea De Polo, Francesca Tavanti

Author Affiliations +

Proceedings Volume 8304, Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI; 83040V (2012) https://doi.org/10.1117/12.911976
Event: IS&T/SPIE Electronic Imaging, 2012, Burlingame, California, United States

Abstract

We present here the results obtained by including a new image descriptor, that we called prosemantic feature vector, within the framework of QuickLook² image retrieval system. By coupling the prosemantic features and the relevance feedback mechanism provided by QuickLook², the user can move in a more rapid and precise way through the feature space toward the intended goal. The prosemantic features are obtained by a two-step feature extraction process. At the first step, low level features related to image structure and color distribution are extracted from the images. At the second step, these features are used as input to a bank of classifiers, each one trained to recognize a given semantic category, to produce score vectors. We evaluated the efficacy of the prosemantic features under search tasks on a dataset provided by Fratelli Alinari Photo Archive.

Citation Download Citation

Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini, Simone Santini, Andrea De Polo, and Francesca Tavanti "Searching through photographic databases with QuickLook", Proc. SPIE 8304, Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 83040V (9 February 2012); https://doi.org/10.1117/12.911976

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