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
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.