Koenderink J J, van Doorn A J
Biol Cybern. 1978 Sep 21;30(3):157-67. doi: 10.1007/BF00337144.
A model is proposed that permits the prediction of contrast detection thresholds for arbitrary spatial patterns. The influence of the inhomogeneous structure of the visual field and a form of spatial integration are incorporated in the model. A hypothetical density function for the spatial sampling units, which specifies the distribution of these units with respect to both size and location, is described. The density function is compared with anatomical and electrophysiological knowledge of the density of retinal and cortical receptive fields. This density function permits a particularly lucid interpretation in terms of pattern processing. It can be considered as a system that permits simultaneous global and focal views of the surroundings. Thedensity function, together with a schematized adaptation behaviour of single units, and an incoherent summation rule permit us to calculate a measure of the mass response, and consequently the threshold function. Predictions of the model are compared with recently obtained psychophysical data. In particular an explanation is offered for certain invariance properties of spatial contrast detection that seems to possess promising generality.
提出了一个模型,该模型可以预测任意空间模式的对比度检测阈值。模型中纳入了视野非均匀结构的影响和一种空间整合形式。描述了空间采样单元的假设密度函数,该函数指定了这些单元在大小和位置方面的分布。将该密度函数与视网膜和皮质感受野密度的解剖学和电生理学知识进行了比较。这个密度函数在模式处理方面允许一种特别清晰的解释。它可以被视为一个允许同时对周围环境进行全局和局部观察的系统。密度函数与单个单元的简化适应行为以及非相干求和规则一起,使我们能够计算质量响应的度量,进而计算阈值函数。将模型的预测与最近获得的心理物理学数据进行了比较。特别是对空间对比度检测的某些不变性特性提供了一种解释,这种解释似乎具有很有前景的普遍性。