Department of Psychology, New York University, New York, NY, USA.
Division of Arts & Sciences, New York University Shanghai, Shanghai, China.
J Vis. 2024 Nov 4;24(12):4. doi: 10.1167/jov.24.12.4.
Contrast sensitivity, the amount of contrast required to discriminate an object, depends on spatial frequency (SF). The contrast sensitivity function (CSF) peaks at intermediate SFs and drops at other SFs. The CSF varies from foveal to peripheral vision, but only a couple of studies have assessed how the CSF changes with polar angle of the visual field. For many visual dimensions, sensitivity is better along the horizontal than the vertical meridian and at the lower than the upper vertical meridian, yielding polar angle asymmetries. Here, for the first time, to our knowledge, we investigate CSF attributes around polar angle at both group and individual levels and examine the relations in CSFs across locations and individual observers. To do so, we used hierarchical Bayesian modeling, which enables precise estimation of CSF parameters. At the group level, maximum contrast sensitivity and the SF at which the sensitivity peaks are higher at the horizontal than vertical meridian and at the lower than the upper vertical meridian. By analyzing the covariance across observers (n = 28), we found that, at the individual level, CSF attributes (e.g., maximum sensitivity) across locations are highly correlated. This correlation indicates that, although the CSFs differ across locations, the CSF at one location is predictive of that at another location. Within each location, the CSF attributes covary, indicating that CSFs across individuals vary in a consistent manner (e.g., as maximum sensitivity increases, so does the corresponding SF), but more so at the horizontal than the vertical meridian locations. These results show similarities and uncover some critical polar angle differences across locations and individuals, suggesting that the CSF should not be generalized across isoeccentric locations around the visual field.
对比敏感度是辨别物体所需的对比度,取决于空间频率(SF)。对比敏感度函数(CSF)在中频 SF 处达到峰值,在其他 SF 处下降。CSF 随注视点向周边视野变化而变化,但只有少数研究评估了 CSF 如何随视野的极角而变化。对于许多视觉维度,敏感性在水平方向上优于垂直子午线,在下垂直子午线优于上垂直子午线,产生极角不对称性。在这里,据我们所知,我们首次在群体和个体水平上研究了极角周围 CSF 属性,并研究了跨位置和个体观察者的 CSFs 之间的关系。为此,我们使用了分层贝叶斯建模,这使得 CSF 参数的精确估计成为可能。在群体水平上,最大对比敏感度和敏感度峰值的 SF 在水平子午线处高于垂直子午线,在下垂直子午线处高于上垂直子午线。通过分析观察者之间的协方差(n=28),我们发现,在个体水平上,跨位置的 CSF 属性(例如最大敏感性)高度相关。这种相关性表明,尽管 CSFs 在不同位置有所不同,但一个位置的 CSF 可以预测另一个位置的 CSF。在每个位置内,CSF 属性相互关联,表明个体之间的 CSF 以一致的方式变化(例如,随着最大敏感性的增加,相应的 SF 也会增加),但在水平子午线位置比在垂直子午线位置更明显。这些结果显示了相似性,并揭示了跨位置和个体的一些关键极角差异,表明 CSF 不应在视野周围的等偏心位置上推广。