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不过是一对曲率:检测径向和非径向频率模式的共同机制。

Nothing more than a pair of curvatures: A common mechanism for the detection of both radial and non-radial frequency patterns.

作者信息

Schmidtmann Gunnar, Kingdom Frederick A A

机构信息

McGill Vision Research, Department of Ophthalmology, McGill University, Canada.

出版信息

Vision Res. 2017 May;134:18-25. doi: 10.1016/j.visres.2017.03.005. Epub 2017 Apr 12.

Abstract

Radial frequency (RF) patterns, which are sinusoidal modulations of a radius in polar coordinates, are commonly used to study shape perception. Previous studies have argued that the detection of RF patterns is either achieved globally by a specialized global shape mechanism, or locally using as cue the maximum tangent orientation difference between the RF pattern and the circle. Here we challenge both ideas and suggest instead a model that accounts not only for the detection of RF patterns but also for line frequency patterns (LF), i.e. contours sinusoidally modulated around a straight line. The model has two features. The first is that the detection of both RF and LF patterns is based on curvature differences along the contour. The second is that this curvature metric is subject to what we term the Curve Frequency Sensitivity Function, or CFSF, which is characterized by a flat followed by declining response to curvature as a function of modulation frequency, analogous to the modulation transfer function of the eye. The evidence that curvature forms the basis for detection is that at very low modulation frequencies (1-3 cycles for the RF pattern) there is a dramatic difference in thresholds between the RF and LF patterns, a difference however that disappears at medium and high modulation frequencies. The CFSF feature on the other hand explains why thresholds, rather than continuously declining with modulation frequency, asymptote at medium and high modulation frequencies. In summary, our analysis suggests that the detection of shape modulations is processed by a common curvature-sensitive mechanism that is subject to a shape-frequency-dependent transfer function. This mechanism is independent of whether the modulation is applied to a circle or a straight line.

摘要

径向频率(RF)模式是极坐标中半径的正弦调制,常用于研究形状感知。以往的研究认为,RF模式的检测要么通过专门的全局形状机制全局实现,要么局部地将RF模式与圆之间的最大切线方向差异用作线索。在这里,我们对这两种观点都提出了质疑,并提出了一种模型,该模型不仅可以解释RF模式的检测,还可以解释线频率模式(LF),即围绕直线进行正弦调制的轮廓。该模型有两个特点。第一个特点是,RF和LF模式的检测都基于轮廓上的曲率差异。第二个特点是,这种曲率度量受我们称为曲线频率敏感度函数(CFSF)的影响,该函数的特征是对曲率的响应先平坦后随着调制频率下降,类似于眼睛的调制传递函数。曲率构成检测基础的证据是,在非常低的调制频率下(RF模式为1 - 3个周期),RF和LF模式之间的阈值存在显著差异,但在中高频调制频率下这种差异消失了。另一方面,CFSF特征解释了为什么阈值不是随着调制频率持续下降,而是在中高频调制频率下趋于平稳。总之,我们的分析表明,形状调制的检测是由一种常见的曲率敏感机制处理的,该机制受形状频率依赖的传递函数影响。这种机制与调制是应用于圆还是直线无关。

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