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短程运动中的非线性预处理

Nonlinear preprocessing in short-range motion.

作者信息

Taub E, Victor J D, Conte M M

机构信息

Harvard Medical School, Cambridge, MA 02138, USA.

出版信息

Vision Res. 1997 Jun;37(11):1459-77. doi: 10.1016/s0042-6989(96)00305-7.

DOI:10.1016/s0042-6989(96)00305-7
PMID:9205709
Abstract

The phenomenon of non-Fourier motion (visually perceived motion that cannot be explained simply on the basis of the autocorrelation structure of the visual stimulus) is well recognized, and is generally considered to be due to nonlinear preprocessing of the visual stimulus prior to a stage of standard motion analysis. We devised a sequence of novel visual stimuli in which the availability of a motion stimulus depends on the nature of the nonlinear preprocessing: an nth order stimulus Pn will generate a perception of motion if it is preprocessed by a nonlinearity of polynomial order n or greater, but not if preprocessed by a nonlinearity of polynomial order less than n. We found that unambiguous motion direction was perceived for P2, P3, and P4, but not for higher-order stimuli, and we measured the contrast thresholds for direction discrimination with superimposed noise. We found that an asymmetric compressive nonlinearity can, in a unified fashion, account for these results, while a purely quadratic nonlinearity or a rectification of the form T(p) = magnitude of p cannot. We compared velocity discrimination judgements for second-order non-Fourier stimuli (P2) with standard drifting gratings. Although velocity comparisons were veridical, uncertainties were greater for the non-Fourier stimuli. This could be reproduced by substituting a Fourier grating with superimposed noise for the non-Fourier grating. These findings are consistent with a single pathway which processes both Fourier and non-Fourier short-range motion, and are discussed in the context of other investigations which have been interpreted as demonstrating separate pathways.

摘要

非傅里叶运动现象(即视觉上感知到的运动,无法仅基于视觉刺激的自相关结构来简单解释)已得到充分认识,并且通常被认为是由于在标准运动分析阶段之前对视觉刺激进行了非线性预处理。我们设计了一系列新颖的视觉刺激,其中运动刺激的可用性取决于非线性预处理的性质:第n阶刺激Pn如果由n阶或更高阶的多项式非线性进行预处理,就会产生运动感知,但若由低于n阶的多项式非线性进行预处理则不会。我们发现,对于P2、P3和P4能感知到明确的运动方向,但对于更高阶刺激则不然,并且我们测量了叠加噪声情况下方向辨别的对比度阈值。我们发现,一种不对称压缩非线性能够以统一的方式解释这些结果,而纯粹的二次非线性或T(p) = p的幅度形式的整流则不能。我们将二阶非傅里叶刺激(P2)的速度辨别判断与标准漂移光栅进行了比较。尽管速度比较是准确的,但非傅里叶刺激的不确定性更大。用叠加噪声的傅里叶光栅替代非傅里叶光栅可以重现这一情况。这些发现与处理傅里叶和非傅里叶短程运动的单一通路一致,并在其他被解释为表明存在单独通路的研究背景下进行了讨论。

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