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Disparity processing in primary visual cortex

机译:主视皮层的视差处理

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摘要

The first step in binocular stereopsis is to match features on the left retina with the correct features on the right retina, discarding 'false' matches. The physiological processing of these signals starts in the primary visual cortex, where the binocular energy model has been a powerful framework for understanding the underlying computation. For this reason, it is often used when thinking about how binocular matching might be performed beyond striate cortex. But this step depends critically on the accuracy of the model, and real V1 neurons show several properties that suggest they may be less sensitive to false matches than the energy model predicts. Several recent studies provide empirical support for an extended version of the energy model, in which the same principles are used, but the responses of single neurons are described as the sum of several subunits, each of which follows the principles of the energy model. These studies have significantly improved our understanding of the role played by striate cortex in the stereo correspondence problem.
机译:双眼立体视觉的第一步是将左视网膜的特征与右视网膜的正确特征进行匹配,丢弃“假”匹配。这些信号的生理处理始于主要的视觉皮层,其中双眼能量模型已成为理解基础计算的强大框架。因此,在考虑如何在横纹皮层以外进行双眼匹配时,通常使用它。但是这一步骤关键取决于模型的准确性,真实的V1神经元显示出一些特性,表明它们对虚假匹配的敏感性可能不如能量模型所预测的敏感。最近的一些研究为能量模型的扩展版本提供了经验支持,其中使用了相同的原理,但是单个神经元的响应被描述为几个亚基的总和,每个亚基都遵循能量模型的原理。这些研究大大提高了我们对条纹状皮质在立体对应问题中所起的作用的理解。

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