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情境中的对称性:自然图案中镜像对称的显著性

Symmetry in context: salience of mirror symmetry in natural patterns.

作者信息

Cohen Elias H, Zaidi Qasim

机构信息

Psychology Department and Vanderbilt Vision Research Center, Vanderbilt University, Nashville, TN, USA.

出版信息

J Vis. 2013 May 31;13(6):22. doi: 10.1167/13.6.22.

Abstract

Symmetry is a biologically relevant, mathematically involving, and aesthetically compelling visual phenomenon. Mirror symmetry detection is considered particularly rapid and efficient, based on experiments with random noise. Symmetry detection in natural settings, however, is often accomplished against structured backgrounds. To measure salience of symmetry in diverse contexts, we assembled mirror symmetric patterns from 101 natural textures. Temporal thresholds for detecting the symmetry axis ranged from 28 to 568 ms indicating a wide range of salience (1/Threshold). We built a model for estimating symmetry-energy by connecting pairs of mirror-symmetric filters that simulated cortical receptive fields. The model easily identified the axis of symmetry for all patterns. However, symmetry-energy quantified at this axis correlated weakly with salience. To examine context effects on symmetry detection, we used the same model to estimate approximate symmetry resulting from the underlying texture throughout the image. Magnitudes of approximate symmetry at flanking and orthogonal axes showed strong negative correlations with salience, revealing context interference with symmetry detection. A regression model that included the context-based measures explained the salience results, and revealed why perceptual symmetry can differ from mathematical characterizations. Using natural patterns thus produces new insights into symmetry perception and its possible neural circuits.

摘要

对称性是一种与生物学相关、涉及数学且具有美学吸引力的视觉现象。基于对随机噪声的实验,镜像对称检测被认为特别快速且高效。然而,在自然环境中的对称检测通常是在结构化背景下完成的。为了测量不同背景下对称性的显著性,我们从101种自然纹理中组装了镜像对称图案。检测对称轴的时间阈值范围为28至568毫秒,表明显著性范围很广(1/阈值)。我们通过连接模拟皮质感受野的镜像对称滤波器对构建了一个估计对称能量的模型。该模型能轻松识别所有图案的对称轴。然而,在此轴上量化的对称能量与显著性的相关性较弱。为了研究背景对对称检测的影响,我们使用相同的模型来估计整个图像中由底层纹理产生的近似对称性。侧翼轴和正交轴上的近似对称幅度与显著性呈现出强烈的负相关,揭示了背景对对称检测的干扰。一个包含基于背景测量的回归模型解释了显著性结果,并揭示了为什么感知对称性可能与数学表征不同。使用自然图案因此为对称感知及其可能的神经回路带来了新的见解。

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