论文标题

Vis-CRF,视觉的经典接受场模型

Vis-CRF, A Classical Receptive Field Model for VISION

论文作者

Nematzadeh, Nasim, Powers, David MW, Lewis, Trent

论文摘要

在过去的十年中,各种新的神经生理实验导致了有关视网膜处理的方式,何时何地进行的新见解,以及编码发送到皮层进行进一步处理的视网膜表示的性质。基于这些神经生物学发现,在我们以前的工作中,我们提供了计算机模拟证据,以表明几何幻象是通过视网膜中进行的多尺度视觉处理的相互作用来部分解释的。此处介绍了视网膜阶段模型的输出,称为Vis-Crf,以示例自然图像和几种类型的倾斜幻觉,其中最终的倾斜感受是由高斯(Dog)(狗)差异的多个量表处理以及前景和背景元素的感知相互作用(Nematzadeh and Powers,nematzadeh and Powers,2019; Nematzadeh,2018; nematz and powers; nemats; nemats; nemats; nematz; nematz; nematz; nematz; Nematzadeh,Lewis and Powers,2015年)。

Over the last decade, a variety of new neurophysiological experiments have led to new insights as to how, when and where retinal processing takes place, and the nature of the retinal representation encoding sent to the cortex for further processing. Based on these neurobiological discoveries, in our previous work, we provided computer simulation evidence to suggest that Geometrical illusions are explained in part, by the interaction of multiscale visual processing performed in the retina. The output of our retinal stage model, named Vis-CRF, is presented here for a sample of natural image and for several types of Tilt Illusion, in which the final tilt percept arises from multiple scale processing of Difference of Gaussians (DoG) and the perceptual interaction of foreground and background elements (Nematzadeh and Powers, 2019; Nematzadeh, 2018; Nematzadeh, Powers and Lewis, 2017; Nematzadeh, Lewis and Powers, 2015).

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