Illumination effects in face recognition

Citation
Wl. Braje et al., Illumination effects in face recognition, PSYCHOBIOLO, 26(4), 1998, pp. 371-380
Citations number
48
Categorie Soggetti
Neurosciences & Behavoir
Journal title
PSYCHOBIOLOGY
ISSN journal
08896313 → ACNP
Volume
26
Issue
4
Year of publication
1998
Pages
371 - 380
Database
ISI
SICI code
0889-6313(199812)26:4<371:IEIFR>2.0.ZU;2-7
Abstract
How do observers recognize faces despite dramatic image variations that ari se from changes in illumination? This paper examines (1) whether face recog nition is sensitive to illumination direction and (2) whether cast shadows improve performance by providing information about illumination or hinder p erformance by introducing spurious edges. In Experiment 1, observers judged whether two sequentially presented faces, illuminated from the same direct ion or different directions, were the same individual or not. Cast shadows were present for half of the observers. Performance was impaired by a chang e in the illumination direction and by the presence of shadows. In Experime nt 2, observers learned to name eight faces under one illumination directio n (left/right) and one cast-shadow condition (present/absent); they were la ter tested under novel illumination and shadow conditions. Performance decl ined for unfamiliar illumination directions, but not for unfamiliar shadow conditions. The finding that face recognition is illumination dependent is consistent with the use of image-based representations. The results indicat e that face recognition processes are sensitive to either the direction of Lighting or the resultant pattern of shading, and that cast shadows can kin der recognition, possibly by masking informative features or leading to spu rious contours.