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Access control based on visual face recognition using depth spatiograms of local quantized patterns
Citation
Mantecón del Valle, Tomás and Blanco Adán, Carlos Roberto del and Jaureguizar Núñez, Fernando and García Santos, Narciso (2015). Access control based on visual face recognition using depth spatiograms of local quantized patterns. In: "IEEE International Conference on Consumer Electronics (ICCE)", 09/01/2015 - 12/01/2015, Las Vegas, Nevada, USA. pp. 530-531.
Description
| Title: | Access control based on visual face recognition using depth spatiograms of local quantized patterns |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Unspecified) |
| Event Title: | IEEE International Conference on Consumer Electronics (ICCE) |
| Event Dates: | 09/01/2015 - 12/01/2015 |
| Event Location: | Las Vegas, Nevada, USA |
| Title of Book: | IEEE International Conference on Consumer Electronics (ICCE 2015) |
| Título de Revista/Publicación: | 2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE) |
| Date: | 2015 |
| ISSN: | 2158-3994 |
| Subjects: | |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Señales, Sistemas y Radiocomunicaciones |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
A novel and robust biometric face identification algorithm for access control applications is proposed. The key contribution is the design of a high discriminative feature descriptor for depth imagery, called Depth Spatiogram of Local Quantized Patterns, which is used as input of a bank of Support Vector Machine classifiers.
Funding Projects
| Type | Code | Acronym | Leader | Title |
|---|---|---|---|---|
| Government of Spain | TEC2010- 20412 | Enhanced 3DTV | Ministerio de Economía y Competitividad | Unspecified |
| Government of Spain | TEC2013-48453 | MR-UHDTV | Ministerio de Economía y Competitividad | Unspecified |
More information
| Item ID: | 41373 |
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| DC Identifier: | https://oa.upm.es/41373/ |
| OAI Identifier: | oai:oa.upm.es:41373 |
| Official URL: | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7066512&tag=1 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 06 Jul 2016 16:42 |
| Last Modified: | 06 Jul 2016 16:42 |
