Henriksson Linda, Hyvärinen Aapo, Vanni Simo
Brain Research Unit, Low Temperature Laboratory, Helsinki University of Technology, FI-02015 TKK, Espoo, Finland.
J Neurosci. 2009 Nov 11;29(45):14342-51. doi: 10.1523/JNEUROSCI.3136-09.2009.
An image patch can be locally decomposed into sinusoidal waves of different orientations, spatial frequencies, amplitudes, and phases. The local phase information is essential for perception, because important visual features like edges emerge at locations of maximal local phase coherence. Detection of phase coherence requires integration of spatial frequency information across multiple spatial scales. Models of early visual processing suggest that the visual system should implement phase-sensitive pooling of spatial frequency information in the identification of broadband edges. We used functional magnetic resonance imaging (fMRI) adaptation to look for phase-sensitive neural responses in the human visual cortex. We found sensitivity to the phase difference between spatial frequency components in all studied visual areas, including the primary visual cortex (V1). Control experiments demonstrated that these results were not explained by differences in contrast or position. Next, we compared fMRI responses for broadband compound grating stimuli with congruent and random phase structures. All studied visual areas showed stronger responses for the stimuli with congruent phase structure. In addition, selectivity to phase congruency increased from V1 to higher-level visual areas along both the ventral and dorsal streams. We conclude that human V1 already shows phase-sensitive pooling of spatial frequencies, but only higher-level visual areas might be capable of pooling spatial frequency information across spatial scales typical for broadband natural images.
图像块可以在局部被分解为具有不同方向、空间频率、振幅和相位的正弦波。局部相位信息对于感知至关重要,因为诸如边缘等重要视觉特征出现在局部相位相干性最大的位置。相位相干性的检测需要跨多个空间尺度整合空间频率信息。早期视觉处理模型表明,视觉系统在识别宽带边缘时应实现对空间频率信息的相位敏感池化。我们使用功能磁共振成像(fMRI)适应性来寻找人类视觉皮层中的相位敏感神经反应。我们发现在所有研究的视觉区域,包括初级视觉皮层(V1),对空间频率成分之间的相位差都有敏感性。对照实验表明,这些结果不能用对比度或位置的差异来解释。接下来,我们比较了具有一致相位结构和随机相位结构的宽带复合光栅刺激的fMRI反应。所有研究的视觉区域对具有一致相位结构的刺激表现出更强的反应。此外,沿着腹侧和背侧通路,从V1到更高层次的视觉区域,对相位一致性的选择性增加。我们得出结论,人类V1已经表现出对空间频率的相位敏感池化,但只有更高层次的视觉区域可能能够跨宽带自然图像典型的空间尺度池化空间频率信息。