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A statistical analysis of natural images matches psychophysically derived orientation tuning curves

1991; Royal Society; Volume: 246; Issue: 1317 Linguagem: Inglês

10.1098/rspb.1991.0147

1471-2954

Roland Baddeley, Peter Hancock,

Infrared Target Detection Methodologies

Restricted accessMoreSectionsView PDF ToolsAdd to favoritesDownload CitationsTrack Citations ShareShare onFacebookTwitterLinked InRedditEmail Cite this article Baddeley Roland J. and Hancock Peter J. B. 1991A statistical analysis of natural images matches psychophysically derived orientation tuning curvesProc. R. Soc. Lond. B.246219–223http://doi.org/10.1098/rspb.1991.0147SectionRestricted accessArticleA statistical analysis of natural images matches psychophysically derived orientation tuning curves Roland J. Baddeley Google Scholar Find this author on PubMed Search for more papers by this author and Peter J. B. Hancock Google Scholar Find this author on PubMed Search for more papers by this author Roland J. Baddeley Google Scholar Find this author on PubMed and Peter J. B. Hancock Google Scholar Find this author on PubMed Published:23 December 1991https://doi.org/10.1098/rspb.1991.0147AbstractA neural net method is used to extract principal components from real-world images. The initial components are a Gaussian followed by horizontal and vertical operators, starting with the first derivative and moving to successively higher orders. Two of the components are 'bar-detectors'. Their measured orientation selectivity is similar to that suggested by Foster & Ward (Proc. R. Soc. Lond. B 243, 75 (1991)) to account for brief-exposure psychophysical data. In tests with noise images, the ratio of sensitivity between the two components is controlled by the degree of anisotropy in the image.FootnotesThis text was harvested from a scanned image of the original document using optical character recognition (OCR) software. As such, it may contain errors. Please contact the Royal Society if you find an error you would like to see corrected. Mathematical notations produced through Infty OCR. 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