What is second-order vision for? Discriminating illumination versus material changes.

Abstract:

:The human visual system is sensitive to second-order modulations of the local contrast (CM) or amplitude (AM) of a carrier signal. Second-order cues are detected independently of first-order luminance signals; however, it is not clear why vision should benefit from second-order sensitivity. Analysis of the first- and second-order contents of natural images suggests that these cues tend to occur together, but their phase relationship varies. We have shown that in-phase combinations of LM and AM are perceived as a shaded corrugated surface whereas the anti-phase combination can be seen as corrugated when presented alone or as a flat material change when presented in a plaid containing the in-phase cue. We now extend these findings using new stimulus types and a novel haptic matching task. We also introduce a computational model based on initially separate first- and second-order channels that are combined within orientation and subsequently across orientation to produce a shading signal. Contrast gain control allows the LM + AM cue to suppress responses to the LM - AM when presented in a plaid. Thus, the model sees LM - AM as flat in these circumstances. We conclude that second-order vision plays a key role in disambiguating the origin of luminance changes within an image.

journal_name

J Vis

journal_title

Journal of vision

authors

Schofield AJ,Rock PB,Sun P,Jiang X,Georgeson MA

doi

10.1167/10.9.2

subject

Has Abstract

pub_date

2010-07-16 00:00:00

pages

2

issue

9

issn

1534-7362

pii

10.9.2

journal_volume

10

pub_type

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