Russell Richard, Biederman Irving, Nederhouser Marissa, Sinha Pawan
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Vision Res. 2007 Jan;47(2):157-65. doi: 10.1016/j.visres.2006.11.002. Epub 2006 Dec 15.
The variation among faces can be partitioned into two sources: (a) shape and (b) surface reflectance. To compare the utility of shape and reflectance for face recognition, we created two sets of faces, with individual exemplars differing only by shape in one set and only by reflectance in the other set. Grayscale and full color versions of the stimuli were used in separate experiments; the physical variation between exemplars was equated across the two sets with the grayscale but not the full color stimuli. Subjects performed a matching task in which both the target and distractor were drawn from the same set, so that only shape or only reflectance information could be used to perform the task. With the grayscale stimuli, performance was better in the shape condition, but with the color stimuli, performance was better in the reflectance condition. Inversion of the faces disrupted performance with the shape and reflectance sets about equally, suggesting that the inversion effect is not caused specifically by the spacing of facial features, or even by shape information more generally. These results provide evidence that facial identity is a function of reflectance as well as shape, and place important constraints on explanations of why inversion impairs face recognition.
(a)形状和(b)表面反射率。为了比较形状和反射率在人脸识别中的效用,我们创建了两组面部,一组中的个体样本仅在形状上不同,另一组仅在反射率上不同。在单独的实验中使用了刺激物的灰度和全彩版本;两组样本之间的物理差异在灰度刺激物中是相等的,但在全彩刺激物中并非如此。受试者执行了一项匹配任务,其中目标和干扰项都来自同一组,因此只能使用形状或反射率信息来执行任务。对于灰度刺激物,在形状条件下表现更好,但对于彩色刺激物,在反射率条件下表现更好。面部倒置对形状组和反射率组的表现干扰程度大致相同,这表明倒置效应并非特别由面部特征的间距甚至更一般的形状信息所导致。这些结果提供了证据,证明面部识别是反射率和形状共同作用的结果,并对解释倒置为何会损害人脸识别施加了重要限制。