Title :
Access control based on visual face recognition using Depth Spatiograms of Local Quantized Patterns
Author :
Mantecon, Tomas ; del-Blanco, Carlos R. ; Jaureguizar, Fernando ; Garcia, Narciso
Author_Institution :
Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain
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.
Keywords :
authorisation; face recognition; image classification; support vector machines; access control applications; depth imagery; depth spatiogram; high discriminative feature descriptor; local quantized pattern; robust biometric face identification algorithm; support vector machine classifier; visual face recognition; Access control; Face; Face recognition; Histograms; Robustness; Sensors; Support vector machines;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066512
