Wilson H R
Biol Cybern. 1980;38(3):171-8. doi: 10.1007/BF00337406.
A nonlinear function is derived to describe the contrast transduction process for human visual mechanisms. This function is sigmoid in form, having an accelerating nonlinearity at low contrasts and a compressive nonlinearity at high contrasts. The resulting formulation is consistent with both signal detection theory and with Quick's (1974) equation for probability summation. Similarities between the present description of human vision and properties of complex cells in cat visual cortex are noted.
推导了一个非线性函数来描述人类视觉机制的对比度转换过程。该函数呈S形,在低对比度时具有加速非线性,在高对比度时具有压缩非线性。所得公式与信号检测理论以及奎克(1974年)的概率求和方程均一致。文中指出了人类视觉的当前描述与猫视觉皮层中复杂细胞特性之间的相似性。