Mach edges: local features predicted by 3rd derivative spatial filtering.

Abstract:

:Edges are key points of information in visual scenes. One important class of models supposes that edges correspond to the steepest parts of the luminance profile, implying that they can be found as peaks and troughs in the response of a gradient (1st derivative) filter, or as zero-crossings in the 2nd derivative (ZCs). We tested those ideas using a stimulus that has no local peaks of gradient and no ZCs, at any scale. The stimulus profile is analogous to the Mach ramp, but it is the luminance gradient (not the absolute luminance) that increases as a linear ramp between two plateaux; the luminance profile is a blurred triangle-wave. For all image-blurs tested, observers marked edges at or close to the corner points in the gradient profile, even though these were not gradient maxima. These Mach edges correspond to peaks and troughs in the 3rd derivative. Thus Mach edges are inconsistent with many standard edge-detection schemes, but are nicely predicted by a recent model that finds edge points with a 2-stage sequence of 1st then 2nd derivative operators, each followed by a half-wave rectifier.

journal_name

Vision Res

journal_title

Vision research

authors

Wallis SA,Georgeson MA

doi

10.1016/j.visres.2009.04.026

subject

Has Abstract

pub_date

2009-07-01 00:00:00

pages

1886-93

issue

14

eissn

0042-6989

issn

1878-5646

pii

S0042-6989(09)00214-4

journal_volume

49

pub_type

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