Rainville S J, Kingdom F A
McGill Vision Research Unit, Montréal, Québec, Canada.
J Opt Soc Am A Opt Image Sci Vis. 1999 Sep;16(9):2112-23. doi: 10.1364/josaa.16.002112.
We investigated how the detection of mirror symmetry depends on the distribution of contrast energy across spatial scales. Stimuli consisted of vertically symmetric noise patterns with fractal power spectra defined by 1/f beta slopes (-2 < or = beta < or = 5). While overall rms contrast remained fixed at 25%, symmetry-detection thresholds were obtained by corrupting the signal with variable amounts of noise with identical spectral characteristics. A first experiment measured thresholds as a function of spectral slope, and performance was found to be substantially facilitated in images with power spectra that characterize natural scenes (1.2 < or = beta < or = 3.2). In a second experiment, symmetry was removed from randomly chosen octave bands and replaced by noise with the same spectral profile. Results revealed that only in images with 1/f2 spectra does performance decrease by constant amounts across all frequency bands. Together, the results imply that symmetry mechanisms extract equal amounts of information from constant-octave frequency bands but lack the ability to whiten stimuli whose spectral slopes differ from those of natural scenes. Results are qualitatively well predicted by a multichannel model that (1) relies on spatial filters with equal-volume point-spread functions and constant-octave frequency bandwidths and (2) restricts the computation of symmetry to spatial regions whose dimensions are proportional to the filters' spatial scale. These findings are also consistent with the notion that mechanisms that mediate the perception of form exploit the ability of early vision to reduce second-order redundancy in natural scenes.
我们研究了镜像对称性的检测如何依赖于跨空间尺度的对比度能量分布。刺激由具有分形功率谱的垂直对称噪声模式组成,分形功率谱由1/fβ斜率(-2≤β≤5)定义。虽然整体均方根对比度保持在25%不变,但通过用具有相同光谱特征的可变数量噪声破坏信号来获得对称性检测阈值。第一个实验测量了作为光谱斜率函数的阈值,发现在具有表征自然场景的功率谱(1.2≤β≤3.2)的图像中,性能得到了显著提升。在第二个实验中,从随机选择的倍频程带中去除对称性,并用具有相同光谱轮廓的噪声代替。结果表明,只有在具有1/f2光谱的图像中,所有频带的性能才会以恒定的量下降。总之,结果表明对称性机制从恒定倍频程频带中提取等量的信息,但缺乏使光谱斜率与自然场景不同的刺激白化的能力。一个多通道模型对结果进行了定性的良好预测,该模型(1)依赖于具有等体积点扩散函数和恒定倍频程频率带宽的空间滤波器,(2)将对称性的计算限制在其尺寸与滤波器空间尺度成比例的空间区域。这些发现也与这样一种观点一致,即介导形状感知的机制利用了早期视觉减少自然场景中二阶冗余的能力。