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瞬态视觉系统线性模型中随背景的变化

Changes with background in the linear model of the transient visual system.

作者信息

den Brinker A C

机构信息

EE Department, Eindhoven University of Technology, The Netherlands.

出版信息

Biol Cybern. 1990;62(5):441-51. doi: 10.1007/BF00197650.

Abstract

There is evidence that the transient channel of temporal human vision behaves as a linear filter for small excursions around a steady background level. The linear filter characteristics depend on the background level. From experimentally obtained impulse responses of the transient channel the linear filter can be modelled and parametrized. This has been done for two different background levels. The two sets of estimated parameters at these two levels show a shift in the parameters which can be described by a single multiplication factor. This result was extrapolated to arbitrary background levels by postulating that each change in background level can be described by a multiplication factor. This leads to an assumption on the variation of the parameters of the linear filter of the transient channel with changes in the background level. This assumption is tested by simulating the system for different parameter sets of the linear filter. The simulations give a good agreement with experimental data on threshold-versus-duration curves and de Lange curves. The (minor) quantitative differences in simulations and experimental data can be explained.

摘要

有证据表明,人类视觉暂态通道在稳定背景水平附近的小幅度变化中表现为线性滤波器。线性滤波器特性取决于背景水平。根据实验获得的暂态通道脉冲响应,可以对线性滤波器进行建模和参数化。这已经针对两种不同的背景水平完成。这两个水平下的两组估计参数显示出参数的偏移,该偏移可以用单个乘法因子来描述。通过假设背景水平的每次变化都可以用一个乘法因子来描述,这个结果被外推到任意背景水平。这导致了关于暂态通道线性滤波器参数随背景水平变化的假设。通过针对线性滤波器的不同参数集对系统进行模拟来检验这个假设。模拟结果与阈值-持续时间曲线和德朗热曲线的实验数据吻合良好。模拟和实验数据中的(微小)定量差异可以得到解释。

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