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Appearance-Based Tracking and Face Identification in Video Sequences.
Citation
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. |
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| Author/s: |
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| 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 |
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
Type
Code
Acronym
Leader
Title
Unspecified
TRA2005-08529-C02-02
Unspecified
Unspecified
Unspecified
More information
| Item ID: | 4887 |
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| DC Identifier: | https://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 |
