Georgeson M A
Vision Sciences, Aston University, Birmingham, U.K.
Proc Biol Sci. 1992 Sep 22;249(1326):235-45. doi: 10.1098/rspb.1992.0110.
The experiments examined the perceived spatial structure of plaid patterns, composed of two or three sinusoidal gratings of the same spatial frequency, superimposed at different orientations. Perceived structure corresponded well with the pattern of zero crossings in the output of a circular spatial filter applied to the image. This lends some support to Marr & Hildreth's (Proc. R. Soc. Lond. B 207, 187 (1980)) theory of edge detection as a model for human vision, but with a very different implementation. The perceived structure of two-component plaids was distorted by prior exposure to a masking or adapting grating, in a way that was perceptually equivalent to reducing the contrast of one of the plaid components. This was confirmed by finding that the plaid distortion could be nulled by increasing the contrast of the masked or adapted component. A corresponding reduction of perceived contrast for single gratings was observed after adaptation and in some masking conditions. I propose the outlines of a model for edge finding in human vision. The plaid components are processed through cortical, orientation-selective filters that are subject to attenuation by forward masking and adaptation. The outputs of these oriented filters are then linearly summed to emulate circular filtering, and zero crossings (zcs) in the combined output are used to determine edge locations. Masking or adapting to a grating attenuates some oriented filters more than others, and although this changes only the effective contrast of the components, it results in a geometric distortion at the zc level after different filters have been combined. The orientation of zcs may not correspond at all with the orientation of Fourier components, but they are correctly predicted by this two-stage model. The oriented filters are not 'orientation detectors', but are precursors to a more subtle stage that locates and represents spatial features.
这些实验研究了由两三个具有相同空间频率、以不同方向叠加的正弦光栅组成的格子图案的感知空间结构。感知结构与应用于图像的圆形空间滤波器输出中的零交叉图案非常吻合。这为马尔和希尔德雷思(《伦敦皇家学会学报》B辑207卷,第187页(1980年))作为人类视觉模型的边缘检测理论提供了一些支持,但实现方式非常不同。预先暴露于掩蔽或适应光栅会使双成分格子图案的感知结构发生扭曲,其方式在感知上等同于降低格子图案其中一个成分的对比度。通过发现增加被掩蔽或适应成分的对比度可以消除格子图案的扭曲,这一点得到了证实。在适应后以及某些掩蔽条件下,观察到单光栅的感知对比度相应降低。我提出了一个人类视觉中边缘检测模型的轮廓。格子图案的成分通过皮层方向选择性滤波器进行处理,这些滤波器会受到前向掩蔽和适应的衰减。然后将这些方向滤波器的输出进行线性求和以模拟圆形滤波,并使用组合输出中的零交叉点来确定边缘位置。对光栅进行掩蔽或适应会使某些方向滤波器的衰减程度超过其他滤波器,尽管这仅改变了成分的有效对比度,但在不同滤波器组合后,会在零交叉点水平导致几何扭曲。零交叉点的方向可能与傅里叶成分的方向完全不对应,但该两阶段模型能够正确预测它们。这些方向滤波器不是“方向探测器”,而是一个更精细阶段的前身,该阶段定位并表示空间特征。