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局部与全局视觉分组:对空间频率和对比度的调谐

Local and global visual grouping: tuning for spatial frequency and contrast.

作者信息

Dakin S C, Bex P J

机构信息

Institute of Ophthalmology, University College London, London, United Kingdom.

出版信息

J Vis. 2001;1(2):99-111. doi: 10.1167/1.2.4.

Abstract

Glass patterns are visual textures composed of a field of dot pairs (dipoles) whose orientations are determined by a simple geometrical transformation, such as a rotation. Detection of structure in these patterns requires the observer to perform local grouping (to find dipoles) and global grouping to combine their orientations into a percept of overall shape. We estimated the spatial frequency tuning of these grouping processes by measuring signal-to-noise detection thresholds for Glass patterns composed of spatially narrow-band elements. Local tuning was probed by varying the spatial frequency difference between the two elements comprising each dipole. Global tuning was estimated using dipoles containing one spatial frequency and then estimating masking as a function of the spatial frequency of randomly positioned noise elements. We report that the tuning of local grouping is band-pass (ie, it is responsive to a narrow range of spatial frequencies), but that tuning of global grouping is broad and low-pass (ie, it integrates across a broader range of lower spatial frequencies). Control experiments examined how the contrast and visibility of elements might contribute to these findings. Local grouping proved to be more resistant to local contrast variation than global grouping. We conclude that local grouping is consistent with the use of simple-oriented filtering mechanisms. Global grouping seems to depend more on the visibility of elements that can be affected by both spatial frequency and contrast.

摘要

格拉斯图案是由点对(偶极子)场组成的视觉纹理,其方向由简单的几何变换(如旋转)确定。检测这些图案中的结构需要观察者进行局部分组(找到偶极子)和全局分组,以将它们的方向组合成整体形状的感知。我们通过测量由空间窄带元素组成的格拉斯图案的信噪比检测阈值,估计了这些分组过程的空间频率调谐。通过改变构成每个偶极子的两个元素之间的空间频率差异来探测局部调谐。使用包含一个空间频率的偶极子,然后根据随机定位的噪声元素的空间频率估计掩蔽,来估计全局调谐。我们报告说,局部分组的调谐是带通的(即,它对窄范围的空间频率有响应),但全局分组的调谐是宽的且是低通的(即,它在更宽范围的较低空间频率上进行整合)。对照实验研究了元素的对比度和可见性如何可能导致这些结果。事实证明,局部分组比全局分组对局部对比度变化更具抗性。我们得出结论,局部分组与使用简单方向滤波机制一致。全局分组似乎更多地取决于受空间频率和对比度影响的元素的可见性。

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