Neural acclimation to 1/f spatial frequency spectra in natural images transduced by the human visual system

Authors
Citation
Va. Billock, Neural acclimation to 1/f spatial frequency spectra in natural images transduced by the human visual system, PHYSICA D, 137(3-4), 2000, pp. 379-391
Citations number
75
Categorie Soggetti
Physics
Journal title
PHYSICA D
ISSN journal
01672789 → ACNP
Volume
137
Issue
3-4
Year of publication
2000
Pages
379 - 391
Database
ISI
SICI code
0167-2789(20000315)137:3-4<379:NAT1SF>2.0.ZU;2-D
Abstract
Most natural images, although apparently diverse, have surprisingly regular 1/f(beta) Fourier amplitude spectra (average beta: 1.05-1.20). If the visu al system evolved and develops in this spectral environment, is there a sen se in which human vision displays commensurate fractal properties? Correlat ion analysis was applied to human spatial frequency contrast sensitivity. A dults - but not infants - show power law correlational structure consistent with a beta of 1.09-1.20 (closely matched to that of natural images). This result provides insights into multi-scale spatial frequency processing in human vision and provides a basis for understanding perceptual phenomena li ke contrast control and motion deblurring. (C) 2000 Elsevier Science B.V. A ll rights reserved.