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Comparing faces: a computational and perceptual study

Brodo, Linda and Bicego, Manuele and Brelstaff, Gavin and Lagorio, Andrea and Tistarelli, Massimo and Grosso, Enrico (2006) Comparing faces: a computational and perceptual study. In: Proceedings of International Conference on Computer Vision Theory and Application (VISAPP06), 25-28 February 2006, Setúbal, Portugal. p. 188-191. Conference or Workshop Item.

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Abstract

The problem of extracting distinctive parts from a face is addressed. Rather than examining a priori specified features such as nose, eyes, month or others, the aim here is to extract from a face the most distinguishing or dissimilar parts with respect to another given face, i.e. finding differences between faces. A computational approach, based on log polar patch sampling and evaluation, has been compared with results obtained from a newly designed perceptual test involving 45 people. The results of the comparison confirm the potential of the proposed computational method.

Item Type:Conference or Workshop Item (Paper)
ID Code:2230
Status:Published
Uncontrolled Keywords:Face differences, log polar mapping, psychophysical evaluation, difference maps
Subjects:Area 01 - Scienze matematiche e informatiche > INF/01 Informatica
Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Scienze dei linguaggi
001 Università di Sassari > 01 Dipartimenti > Economia, impresa, regolamentazione
002 Altri enti e centri di ricerca del Nord Sardegna > CRS4 Center for Advanced Studies, Research and Development in Sardinia, Pula
001 Università di Sassari > 01 Dipartimenti > Architettura e pianificazione
Deposited On:18 Aug 2009 10:07

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