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Lessons from biological processing of image texture

Maddess, Ted; Nagai, Yoshinori

Description

When designing artificial vision systems, it may be useful to examine the solutions 0.5 billion years of biological evolution have produced. Recent studies of human vision; studies of macaque visual cortical function; and behavioural studies of bee vision, all indicate that different species have evolved related approaches for discriminating image textures. This common strategy uses short-range 4th-order spatial correlations. Isotrigon textures, ensemble averages of which have 3rd-order...[Show more]

CollectionsANU Research Publications
Type: Journal article
URI: http://hdl.handle.net/1885/45288
Source: International Congress Series
DOI: 10.1016/j.ics.2004.04.100

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