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Updated: Aug 15, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Detection of orientationally multimodal textures
D R Keeble1, F A Kingdom, B Moulden
1Department of Pharmacology, University of Edinburgh, Scotland.
Abstract:
Oriented textures were produced with the use of probability density functions modulated sinusoidally over orientation. Orientational contrast sensitivity functions (OCSFs) for a task involving the discrimination of these patterns from orientationally-random textures were found for several human observers. An inverse Fourier transform of this OCSF yielded a weighting function, or filter, defined over orientation. The weighting function is broad, with a half-height full-width of 34 deg. This orientational filter was able to predict human performance in further discrimination tasks employing a variety of probability density functions over orientation.

