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Prediction of Dashed Café Wall illusion by the Classical Receptive Field Model

机译:用经典感受场模型预测咖啡厅壁的虚幻

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The Café Wall illusion is one of a class of tilt illusions where lines that are parallel appear to be tilted. We demonstrate that a simple Differences of Gaussian model provides an explanatory mechanism for the illusory tilt perceived in a family of Café Wall illusion generalizes to the dashed versions of Café Wall. Our explanation models the visual mechanisms in low-level stages and the lateral inhibition of simple cells that can reveal tilt cues in Geometrical distortion illusions such as Tile illusions particularly Café Wall illusions. For this, we simulate the activations of the retinal/cortical simple cells in responses to these patterns based on a Classical Receptive Field (CRF) model (referred to as Vis-CRF) to explain tilt effects in these illusions. Previously, it was assumed that all these visual experiences of tilt arise from the orientation selectivity properties described for more complex cortical cells. An estimation of an overall tilt angle perceived in these illusions is based on the integration of the local tilts detected by simple cells which is presumed to be a key mechanism utilized by the complex cells to create our final perception of tilt.
机译:CaféWall幻觉是一类倾斜幻觉中的一种,其中平行线似乎是倾斜的。我们证明,一个简单的高斯差异模型为CaféWall系列中的幻觉倾斜提供了一种解释机制,这种幻觉普遍适用于CaféWall的虚线版本。我们的解释模拟了低级阶段的视觉机制以及简单细胞的横向抑制,这些简单细胞可以揭示几何畸变幻觉中的倾斜提示,例如Tile幻觉,尤其是CaféWall幻觉。为此,我们基于经典感受野(CRF)模型(称为Vis-CRF)来模拟响应这些模式的视网膜/皮层简单细胞的激活,以解释这些错觉中的倾斜效应。以前,假设所有这些倾斜的视觉体验都来自针对更复杂的皮质细胞描述的方向选择性特性。在这些错觉中感知到的总体倾斜角度的估计是基于简单单元检测到的局部倾斜的积分,这被认为是复杂单元用来创建最终倾斜感的关键机制。

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