Title :
Demo: Robust face recognition via sparse representation
Author :
Wright, John ; Ganesh, Arvind ; Zhou, Zihan ; Wagner, Andrew ; Ma, Yi
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL
Abstract :
This work builds on the method of to create a prototype access control system, capable of handling variations in illumination and expression, as well as significant occlusion or disguise. Our demonstration will allow participants to interact with the algorithm, gaining a better understanding strengths and limitations of sparse representation as a tool for robust recognition.
Keywords :
biometrics (access control); face recognition; access control system; automatic face recognition; nonintrusive biometric; robust face recognition; sparse representation; Access control; Cameras; Computer vision; Face detection; Face recognition; Image recognition; Lighting; Prototypes; Robustness; Training data;
Conference_Titel :
Automatic Face & Gesture Recognition, 2008. FG '08. 8th IEEE International Conference on
Conference_Location :
Amsterdam
Print_ISBN :
978-1-4244-2153-4
Electronic_ISBN :
978-1-4244-2154-1
DOI :
10.1109/AFGR.2008.4813404
