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立体视觉中的线性和非线性滤波

Linear and non-linear filtering in stereopsis.

作者信息

Hess R F, Wilcox L M

机构信息

McGill Vision Research, Department of Opthalmology, McGill University, Montreal, Quebec, Canada.

出版信息

Vision Res. 1994 Sep;34(18):2431-8. doi: 10.1016/0042-6989(94)90287-9.

Abstract

To better understand the spatial filtering operations underlying stereopsis, and their relationship to those underlying monocular localization of the same stimuli, we examined the dependence of stereoacuity on carrier and envelope size of Gabor patches. For stimuli of broad spatial bandwidth, stereoacuity depends on the carrier spatial frequency whereas for stimuli of narrow bandwidth, stereoacuity depends on the modulation frequency. The dependence of stereoacuity on the separation of the reference elements differs for stimuli of broad and narrow spatial frequency bandwidths. These relationships suggests that stereopsis has access to two different types of information from the early filters which we term, linear and non-linear. This distinction is important not only for understanding the relationship between monocular and stereoscopic localization, but also for understanding the different filter operations underlying stereopsis.

摘要

为了更好地理解立体视觉背后的空间滤波操作,以及它们与相同刺激的单眼定位背后的操作之间的关系,我们研究了立体视敏度对Gabor斑块载体和包络大小的依赖性。对于具有宽空间带宽的刺激,立体视敏度取决于载体空间频率,而对于窄带宽刺激,立体视敏度取决于调制频率。对于宽空间频率带宽和窄空间频率带宽的刺激,立体视敏度对参考元素间距的依赖性有所不同。这些关系表明,立体视觉可以从我们称为线性和非线性的早期滤波器中获取两种不同类型的信息。这种区分不仅对于理解单眼和立体定位之间的关系很重要,而且对于理解立体视觉背后的不同滤波操作也很重要。

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