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Publications:Retinal vision applied to facial features detection and face authentication
Abstract <p>Retinotopic sampling and the Gabo<p>Retinotopic sampling and the Gabor decomposition have a well-established role in computer vision in general as well as in face authentication. The concept of Retinal Vision we introduce aims at complementing these biologically inspired tools with models of higher-order visual process, specifically the Human Saccadic System. We discuss the Saccadic Search strategy, a general purpose attentional mechanism that identifies semantically meaningful structures in images by performing "jumps" (saccades) between relevant locations. Saccade planning relies on a priori knowledge encoded by SVM classifiers. The raw visual input is analysed by means of a log-polar retinotopic sensor, whose receptive fields consist in a vector of modified Gabor filters designed in the log-polar frequency plane. Applicability to complex cognitive tasks is demonstrated by facial landmark detection and authentication experiments over the M2VTS and Extended M2VTS (XM2VTS) databases.</p>tended M2VTS (XM2VTS) databases.</p>
Author F. Smeraldi + , Josef Bigun +
DOI http://dx.doi.org/10.1016/S0167-8655(01)00178-7  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:290961
EndPage 475  +
Issue 4  +
Journal Pattern Recognition Letters  +
PublicationType Journal Paper  +
Publisher North-Holland Publishing  +
StartPage 463  +
Title Retinal vision applied to facial features detection and face authentication  +
Volume 23  +
Year 2002  +
Has queryThis property is a special property in this wiki. Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication + , Publications:Retinal vision applied to facial features detection and face authentication +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 20 June 2017 20:21:57  +
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