Appearance-Based Tracking and Face Identification in Video Sequences.

Buenaposada Biencinto, José Miguel and Bekios, Juan and Baumela Molina, Luis (2008). Appearance-Based Tracking and Face Identification in Video Sequences.. In: "V Conferencia de movimiento articulado y objetos deformables, AMDO 2008", 09/07/2008-11/07/2008, Mallorca, España. ISBN 978-3-540-70516-1. https://doi.org/10.1007/978-3-540-70517-8_34.

Description

Title: Appearance-Based Tracking and Face Identification in Video Sequences.
Author/s:
  • Buenaposada Biencinto, José Miguel
  • Bekios, Juan
  • Baumela Molina, Luis
Item Type: Presentation at Congress or Conference (Article)
Event Title: V Conferencia de movimiento articulado y objetos deformables, AMDO 2008
Event Dates: 09/07/2008-11/07/2008
Event Location: Mallorca, España
Title of Book: Proceedings of the 5th International Conference on Articulated Motion and Deformable Objects, AMDO 2008
Date: 2008
ISBN: 978-3-540-70516-1
Subjects:
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

We present a technique for face recognition in videos. We are able to recognise a face in a video sequence, given a single gallery image. By assuming that the face is in an approximately frontal position, we jointly model changes in facial appearance caused by identity and illumination. The identity of a face is described by a vector of appearance parameters. We use an angular distance to measure the similarity of faces and a probabilistic procedure to accumulate evidence for recognition along the sequence. We achieve 93.8% recognition success in a set of 65 sequences of 6 subjects from the La Cascia and Sclaroff database.

Funding Projects

TypeCodeAcronymLeaderTitle
UnspecifiedTRA2005-08529-C02-02UnspecifiedUnspecifiedUnspecified

More information

Item ID: 4887
DC Identifier: http://oa.upm.es/4887/
OAI Identifier: oai:oa.upm.es:4887
DOI: 10.1007/978-3-540-70517-8_34
Official URL: http://dmi.uib.es/~ugiv/AMDO2008/photos.htm
Deposited by: Memoria Investigacion
Deposited on: 18 Nov 2010 09:28
Last Modified: 25 Nov 2015 08:52
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