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早期视觉中的水平-垂直滤波器可预测异常线方向识别频率。

Horizontal-vertical filters in early vision predict anomalous line-orientation identification frequencies.

作者信息

Foster D H, Ward P A

机构信息

Department of Communication and Neuroscience, University of Keele, Staffordshire, U.K.

出版信息

Proc Biol Sci. 1991 Jan 22;243(1306):83-6. doi: 10.1098/rspb.1991.0014.

Abstract

A characteristic of early visual processing is a reduction in the effective number of filter mechanisms acting in parallel over the visual field. In the detection of a line target differing in orientation from a background of lines, performance with brief displays appears to be determined by just two classes of orientation-sensitive filter, with preferred orientations close to the vertical and horizontal. An orientation signal represented as a linear combination of responses from such filters is shown to provide a quantitative prediction of the probability density function for identifying the perceived orientation of a target line. This prediction was confirmed in an orientation-matching experiment, which showed that the precision of orientation estimates was worst near the vertical and horizontal and best at about 30 degrees each side of the vertical, a result that contrasts with the classical oblique effect in vision, when scrutiny of the image is allowed. A comparison of predicted and observed frequency distributions showed that the hypothesized orientation signal was formed as an opponent combination and horizontal and vertical filter responses.

摘要

早期视觉处理的一个特点是,在视野中并行作用的滤波机制的有效数量减少。在检测与线条背景方向不同的线条目标时,短暂显示的性能似乎仅由两类方向敏感滤波器决定,其偏好方向接近垂直和水平方向。由这些滤波器的响应线性组合表示的方向信号被证明可以对用于识别目标线条感知方向的概率密度函数进行定量预测。这一预测在方向匹配实验中得到了证实,该实验表明,方向估计的精度在垂直和水平方向附近最差,在垂直方向两侧约30度处最佳,这一结果与在允许仔细观察图像时视觉中的经典倾斜效应形成对比。预测频率分布与观察频率分布的比较表明,假设的方向信号是由对立的水平和垂直滤波器响应组合形成的。

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