Anisotropy of object non-rigidity: High-level perceptual consequences of cortical anisotropy

Akihito Maruya, Qasim Zaidi
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Abstract

This study presents instances where variations in a complex, higher-level perceptual phenomenon- an anisotropy in object non-rigidity is explained by the distribution of low-level neural properties in the primary visual cortex. Specifically, we examine the visual interpretation of two rigidly connected rotating circular rings. At speeds where observers predominantly perceive rigid rotation of the rings rotating horizontally, observers perceive only non-rigid wobbling when the image is rotated by 90°. Additionally, vertically rotating rings appear narrower and longer compared to their physically identical horizontally rotating counterparts. We show that these perceived shape changes can be decoded from V1 outputs by considering anisotropies in orientation-selective cells. We then empirically demonstrate that even when the vertically rotating ellipses are widened or the horizontally rotating ellipses are elongated so that the shapes match, the perceived difference in non-rigidity is reduced only by a small amount and increased non-rigidity persists in vertical rotations, suggesting that motion mechanisms also play a role. By incorporating cortical anisotropies into optic flow computations, we show that motion gradients for vertical rotations align more with physical non-rigidity, while horizontal rotations align closer to rigidity, indicating that cortical anisotropies contribute to the heightened perception of non-rigidity when orientation shifts from horizontal to vertical. The study underscores the importance of low-level anisotropies in shaping high-level percepts and raises questions about their evolutionary significance, particularly for shape constancy and motion perception.
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物体非刚性的各向异性:大脑皮层各向异性的高级感知后果
本研究通过初级视觉皮层中低级神经特性的分布来解释复杂的高级感知现象--物体非刚性的各向异性--的变化。具体来说,我们研究了两个刚性连接的旋转圆环的视觉解释。在观察者主要感知水平旋转圆环的刚性旋转的速度下,当图像旋转 90° 时,观察者仅感知到非刚性晃动。此外,垂直旋转的圆环与物理上完全相同的水平旋转圆环相比,显得更窄、更长。我们的研究表明,通过考虑方向选择性细胞的各向异性,可以从 V1 输出中解码这些感知到的形状变化。然后,我们通过经验证明,即使垂直旋转的椭圆被拉宽或水平旋转的椭圆被拉长,从而使形状相匹配,感知到的非刚性差异也只减少了很小一部分,而垂直旋转时的非刚性增加仍然存在,这表明运动机制也在发挥作用。通过将皮层各向异性纳入视流计算,我们发现垂直旋转的运动梯度更接近于物理非刚性,而水平旋转则更接近于刚性,这表明当方向从水平转向垂直时,皮层各向异性有助于提高非刚性感知。这项研究强调了低级各向异性在形成高级感知方面的重要性,并提出了有关其进化意义的问题,尤其是对形状恒定性和运动感知的意义。
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