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

被引:51
作者
Billock, VA [1 ]
机构
[1] Florida Atlantic Univ, Ctr Complex Syst & Brain Sci, Boca Raton, FL USA
关键词
1/f natural image statistics; correlational structure; spatial frequency channels; human spatial vision; visual development; motion blur;
D O I
10.1016/S0167-2789(99)00197-9
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Most natural images, although apparently diverse, have surprisingly regular 1/f(beta) Fourier amplitude spectra (average beta: 1.05-1.20). If the visual system evolved and develops in this spectral environment, is there a sense in which human vision displays commensurate fractal properties? Correlation analysis was applied to human spatial frequency contrast sensitivity. Adults - 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 like contrast control and motion deblurring. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:379 / 391
页数:13
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