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视觉系统中非均匀各向异性滤波器的性能。

Performance of inhomogeneous and anisotropic filters in the visual system.

作者信息

Hildebrand T

出版信息

Biol Cybern. 1980;36(4):235-41. doi: 10.1007/BF00344256.

Abstract

Inhomogeneous and anisotropic processing stages developed in the visual system during evolution in order to match a (certainly highly complex) biological optimality criterion. As the examples presented in this paper show, scenes viewed can be separated according to their information content with filter stages such as processing of the central area of the picture field in a wide band fashion, where each detail is perceived and the contrasts are amplified. This requires good illumination as the amplification is small. At the periphery the amplification is higher which favors twilight vision. Especially the sensitivity for moving patterns is highly developed and a band pass prefilter requires only spatially narrow band channels in the course of further processing. Direction specific filter stages make it possible to solve special problems such as the reconstruction of a form from an illuminance distribution.

摘要

在进化过程中,视觉系统中形成了非均匀和各向异性的处理阶段,以符合(无疑高度复杂的)生物学最优标准。正如本文所举的例子所示,所观察的场景可以根据其信息内容,通过诸如以宽带方式处理图像场中心区域等滤波阶段来分离,在此过程中每个细节都能被感知且对比度被放大。由于放大倍数较小,这需要良好的照明。在周边区域放大倍数较高,这有利于微光视觉。特别是对运动模式的敏感度得到了高度发展,并且在进一步处理过程中,带通预滤波器仅需要空间上的窄带通道。方向特异性滤波阶段使得解决诸如从照度分布重建形状等特殊问题成为可能。

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