Arcizet F, Jouffrais C, Girard P
Faculté de Médecine de Rangueil, Université de Toulouse, CerCo, UPS, CNRS, UMR5549, 31062 Toulouse, France.
Exp Brain Res. 2008 Jul;189(1):109-20. doi: 10.1007/s00221-008-1406-9. Epub 2008 May 28.
Natural texture of an object is an important cue for recognition. In real conditions, the incidence angle of light on natural textures leads to a complex pattern of micro-shading that modifies 3D rendering of surfaces. Little is known about visual processing of material properties. The present work aims to study the coding of natural textures by the neurons of area V4 of the awake macaque monkey. We used patches of natural textures issued from the CURET database and illuminated with two or three different angles with their corresponding controls (scrambled Fourier phase). We recorded the responses of V4 neurons to stimuli flashed in their receptive fields (RFs) while the macaques performed a simple fixation task. We show that a large majority of V4 neurons responded to texture patches with a strong modulation across stimuli. The analysis of those responses indicate that V4 neurons integrate first and second order parameters in the image (mean luminance, SNR, and energy), which may be used to achieve texture clustering in a multidimensional space. This clustering was comparable to that of a pyramid of Gabor filters and was not affected by illumination angles. Altogether, these results suggest that the V4 neuronal population acts as a set of filters able to classify textures independently of illumination angle. We conclude that area V4 contains mechanisms that are sensitive to the aspect of textured surfaces, even in an environment where illumination changes continuously.
物体的自然纹理是识别的重要线索。在实际情况下,光线照射在自然纹理上的入射角会导致复杂的微阴影图案,从而改变表面的三维呈现。目前对于材料属性的视觉处理了解甚少。本研究旨在探究清醒猕猴V4区神经元对自然纹理的编码。我们使用了来自CURET数据库的自然纹理斑块,并以两个或三个不同角度照亮它们及其相应的对照(傅里叶相位打乱)。在猕猴执行简单的注视任务时,我们记录了V4神经元对其感受野(RFs)中闪现的刺激的反应。我们发现,绝大多数V4神经元对纹理斑块有强烈的跨刺激调制反应。对这些反应的分析表明,V4神经元整合了图像中的一阶和二阶参数(平均亮度、信噪比和能量),这些参数可用于在多维空间中实现纹理聚类。这种聚类与Gabor滤波器金字塔的聚类相当,并且不受光照角度的影响。总之,这些结果表明V4神经元群体起到了一组滤波器的作用,能够独立于光照角度对纹理进行分类。我们得出结论,即使在光照不断变化的环境中,V4区也包含对有纹理表面特征敏感的机制。