DocumentCode :
2687711
Title :
Low-cost face biometry for visually impaired users
Author :
Balduzzi, L. ; Fusco, G. ; Odone, F. ; Dini, S. ; Mesiti, M. ; Destrero, A. ; Lovato, A.
Author_Institution :
DISI, Univ. di Genova, Genova, Italy
fYear :
2010
fDate :
9-9 Sept. 2010
Firstpage :
45
Lastpage :
52
Abstract :
We present a work in progress on a face biometry system for visually impaired users - the result of a very close interaction among scientists, engineers, and a users group formed by visually impaired and social assistants. The prototype under development implements recent trends of video analysis and follows closely the suggestions given by the working group, with the ambitious goal of developing a device easy to use that can be an effective help to improve communication and inclusion of visually impaired population. The prototype works real-time processing the incoming video stream to the purpose of locating the presence of people and spotting known faces. Each event of interest produces a simple audio feedback to the user, allowing him or her to locate the presence of people before they start talking or highlighting known faces in noisy environments. So far the prototype has been quantitatively validated through a set of experiments carried out in lab; also a qualitative evaluation by a heterogeneous group of perspective users, users´ relatives, social workers, and experts gave us many positive comments and useful feedbacks for future work.
Keywords :
biometrics (access control); face recognition; handicapped aids; video signal processing; video streaming; vision defects; audio feedback; face biometry system; face spotting; low-cost face biometry; noisy environment; people location; real-time processing; video analysis; video stream; visually impaired population; visually impaired user; Cameras; Face; Face detection; Face recognition; Feature extraction; Lighting; Prototypes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometric Measurements and Systems for Security and Medical Applications (BIOMS), 2010 IEEE Workshop on
Conference_Location :
Taranto
Print_ISBN :
978-1-4244-6302-2
Type :
conf
DOI :
10.1109/BIOMS.2010.5610444
Filename :
5610444
Link To Document :
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