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Encoding and estimation of first- and second-order binocular disparity in natural images

机译:自然图像中一阶和二阶双目视差的编码和估计

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摘要

The first stage of processing of binocular information in the visual cortex is performed by mechanisms that are bandpass-tuned for spatial frequency and orientation. Psychophysical and physiological evidence have also demonstrated the existence of second-order mechanisms in binocular processing, which can encode disparities that are not directly accessible to first-order mechanisms. We compared the responses of first- and second-order binocular filters to natural images. We found that the responses of the second-order mechanisms are to some extent correlated with the responses of the first-order mechanisms, and that they can contribute to increasing both the accuracy, and depth range, of binocular stereopsis.
机译:视觉皮层中双目信息处理的第一阶段是通过针对空间频率和方向进行带通调整的机制执行的。心理和生理证据还证明了双目加工中存在二阶机制,该机制可以编码一阶机制无法直接访问的差异。我们比较了一阶和二阶双目滤镜对自然图像的响应。我们发现,二阶机制的响应在某种程度上与一阶机制的响应相关,并且它们可以有助于增加双眼立体视的准确性和深度范围。

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