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双眼视差的神经编码:能量模型、位置偏移和相位偏移。

Neural encoding of binocular disparity: energy models, position shifts and phase shifts.

作者信息

Fleet D J, Wagner H, Heeger D J

机构信息

Dept of Computing Information Science, Queen's University, Kingston, Canada.

出版信息

Vision Res. 1996 Jun;36(12):1839-57. doi: 10.1016/0042-6989(95)00313-4.

Abstract

Neurophysiological data support two models for the disparity selectivity of binocular simple and complex cells in primary visual cortex. These involve binocular combinations of monocular receptive fields that are shifted in retinal position (the position-shift model) or in phase (the phase-shift model) between the two eyes. This article presents a formal description and analysis of a binocular energy model with these forms of disparity selectivity. We propose how one might measure the relative contributions of phase and position shifts in simple and complex cells. The analysis also reveals ambiguities in disparity encoding that are inherent in these model neurons, suggesting a need for a second stage of processing. We propose that linear pooling of the binocular responses across orientations and scales (spatial frequency) is capable of producing an unambiguous representation of disparity.

摘要

神经生理学数据支持两种关于初级视觉皮层中双眼简单细胞和复杂细胞视差选择性的模型。这两种模型涉及单眼感受野在双眼视网膜位置上发生偏移(位置偏移模型)或相位上发生偏移(相位偏移模型)的双眼组合。本文给出了具有这些视差选择性形式的双眼能量模型的形式化描述与分析。我们提出了一种方法来测量简单细胞和复杂细胞中相位和位置偏移的相对贡献。分析还揭示了这些模型神经元中固有的视差编码模糊性,这表明需要第二阶段的处理。我们提出,跨方向和尺度(空间频率)对双眼响应进行线性合并能够产生清晰明确的视差表征。

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