This article describes a new dataset under construction at the Media Integration and Communication Center and the University of Florence. The dataset consists of high-resolution 3D scans of human faces along with several video sequences of varying resolution and zoom level. Each subject is recorded under various scenarios, settings and conditions. This dataset is being constructed specifically to support research on techniques that bridge the gap between 2D, appearance-based recognition techniques, and fully 3D approaches. It is designed to simulate, in a controlled fashion, realistic surveillance conditions and to probe the efficacy of exploiting 3D models in real scenarios.

Florence faces: A dataset supporting 2D/3D face recognition / Bagdanov Andrew, D; DEL BIMBO, Alberto; Masi, Iacopo. - (2012), pp. 1-6. ((Intervento presentato al convegno 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 tenutosi a Rome, ita [10.1109/ISCCSP.2012.6217829].

Florence faces: A dataset supporting 2D/3D face recognition

Del Bimbo Alberto;Masi Iacopo
2012

Abstract

This article describes a new dataset under construction at the Media Integration and Communication Center and the University of Florence. The dataset consists of high-resolution 3D scans of human faces along with several video sequences of varying resolution and zoom level. Each subject is recorded under various scenarios, settings and conditions. This dataset is being constructed specifically to support research on techniques that bridge the gap between 2D, appearance-based recognition techniques, and fully 3D approaches. It is designed to simulate, in a controlled fashion, realistic surveillance conditions and to probe the efficacy of exploiting 3D models in real scenarios.
5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012
3D; datasets; face recognition; face retrieval; Facial analysis; Computer Networks and Communications; Signal Processing
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Florence faces: A dataset supporting 2D/3D face recognition / Bagdanov Andrew, D; DEL BIMBO, Alberto; Masi, Iacopo. - (2012), pp. 1-6. ((Intervento presentato al convegno 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 tenutosi a Rome, ita [10.1109/ISCCSP.2012.6217829].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1458948
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