Face recognition with perspective transformation.

Abstract:

:The effect of perspective transformation on transfer of face training was investigated in a yes/no recognition task using face stimuli with 42 degrees, 10 degrees, or no perspective convergence. A strong dependence of recognition performance on the magnitude of perspective transformation was found, with large perspective changes such as from 42 degrees at learning to orthogonal at test producing the strongest impairment and small perspective changes such as from 10 degrees at learning to orthogonal at test the least. In a second experiment, the internal and external features of a face from different perspective convergence were artificially combined to produce identical local features between this composite image and the original but producing an impossible perspective transformation from either. The results of transfer between the composite and untouched images showed face recognition to be strongly affected by local featural similarities and relatively insensitive to global coherence of perspective transformation.

journal_name

Vision Res

journal_title

Vision research

authors

Liu CH,Chaudhuri A

doi

10.1016/s0042-6989(03)00429-2

subject

Has Abstract

pub_date

2003-10-01 00:00:00

pages

2393-402

issue

23

eissn

0042-6989

issn

1878-5646

pii

S0042698903004292

journal_volume

43

pub_type

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