Three-dimensional shape and two-dimensional surface reflectance contributions to face recognition: an application of three-dimensional morphing.

Abstract:

:We measured the three-dimensional shape and two-dimensional surface reflectance contributions to human recognition of faces across viewpoint. We first divided laser scans of human heads into their two- and three-dimensional components. Next, we created shape-normalized faces by morphing the two-dimensional surface reflectance maps of each face onto the average three-dimensional head shape and reflectance-normalized faces by morphing the average two-dimensional surface reflectance map onto each three-dimensional head shape. Observers learned frontal images of the original, shape-normalized, or reflectance-normalized faces, and were asked to recognize the faces from viewpoint changes of 0, 30 and 60 degrees. Both the three-dimensional shape and two-dimensional surface reflectance information contributed substantially to human recognition performance, thus constraining theories of face representation to include both types of information.

journal_name

Vision Res

journal_title

Vision research

authors

O'Toole AJ,Vetter T,Blanz V

doi

10.1016/s0042-6989(99)00034-6

subject

Has Abstract

pub_date

1999-09-01 00:00:00

pages

3145-55

issue

18

eissn

0042-6989

issn

1878-5646

pii

S0042-6989(99)00034-6

journal_volume

39

pub_type

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