CNRS - Centre National de la Recherche Scientifique : UMR8548, Inria Paris-Rocquencourt, DI-ENS - Département d'informatique de l'École normale supérieure
Abstract : Are smart glasses the new high-tech device that will guide you through a museum? In this report, we describe a system that runs "on device" on Google Glass and retrieves the painting you're looking at among a set of paintings in a database. We perform an experimental comparison of the accuracy and speed of different feature detectors and descriptors on a realistic dataset of paintings from Musée du Louvre. Based on this analysis we design an algorithm for fast and accurate image matching using bags of binary features. We develop an application that runs directly on Google Glass without sending images to external servers for processing and recognizes a query painting in a database of 100 paintings in one second. The code is available online.
https://hal.inria.fr/hal-01062126
Contributeur : Théophile Dalens
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Soumis le : mardi 9 septembre 2014 - 11:27:35
Dernière modification le : vendredi 25 mai 2018 - 12:02:06
Document(s) archivé(s) le : mercredi 10 décembre 2014 - 11:40:56
