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Proceedings Paper

Sensitivity of face recognition performance to eye location accuracy
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Paper Abstract

Face recognition systems generally require location of face landmarks (often eyes) as an essential preprocessing step. Eye location estimates can be assessed in absolute terms (e.g., proximity to known eye location) and also in application-specific terms (e.g., performance of a system that employs the location). This paper assesses an automatic commercial eye-finding system in absolute and application-specific terms, using two face recognition systems and a database of thousands of images. Experimental results highlight the sensitivity of both systems to accurate eye location estimation as well as quality face lighting and time lapse.

Paper Details

Date Published: 28 March 2005
PDF: 10 pages
Proc. SPIE 5779, Biometric Technology for Human Identification II, (28 March 2005); doi: 10.1117/12.602571
Show Author Affiliations
Haoshu Wang, Univ. of Notre Dame (United States)
Patrick J. Flynn, Univ. of Notre Dame (United States)


Published in SPIE Proceedings Vol. 5779:
Biometric Technology for Human Identification II
Anil K. Jain; Nalini K. Ratha, Editor(s)

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