Amir Ori, Biederman Irving, Hayworth Kenneth J
Department of Psychology, University of Southern California-United States, 3620 South McClintock Ave., Los Angeles, CA 90089-1061, United States.
Vision Res. 2012 Jun 1;62:35-43. doi: 10.1016/j.visres.2012.03.020. Epub 2012 Apr 2.
Nonaccidental properties (NAPs) are image properties that are invariant over orientation in depth and are distinguished from metric properties (MPs) that can change continuously with variations over depth orientation. To a large extent NAPs allow facile recognition of objects at novel viewpoints. Two match-to-sample experiments with 2D or 3D appearing geons assessed sensitivity to NAP vs. MP differences. A matching geon was always identical to the sample and the distractor differed from the matching geon in either a NAP or an MP on a single generalized cone dimension. For example, if the sample was a cylinder with a slightly curved axis, the NAP distractor would have a straight axis and the MP distractor would have an axis of greater curvature than the sample. Critically, the NAP and MP differences were scaled so that the MP differences were slightly greater according to pixel energy and Gabor wavelet measures of dissimilarity. Exp. 1 used a staircase procedure to determine the threshold presentation time required to achieve 75% accuracy. Exp. 2 used a constant, brief display presentation time with reaction times and error rates as dependent measures. Both experiments revealed markedly greater sensitivity to NAP over MP differences, and this was generally true for the individual dimensions. The NAP advantage was not reflected in the similarity computations of the C2 stage of HMAX, a widely cited model of later stage cortical ventral stream processing.
非偶然属性(NAPs)是在深度方向上的方向不变的图像属性,与可以随着深度方向变化而连续改变的度量属性(MPs)不同。在很大程度上,NAPs允许在新视角下轻松识别物体。两个使用二维或三维呈现的几何子进行的匹配样本实验评估了对NAP与MP差异的敏感性。匹配的几何子总是与样本相同,而干扰项在单个广义锥体维度上的NAP或MP方面与匹配的几何子不同。例如,如果样本是一个轴略有弯曲的圆柱体,NAP干扰项将有一个直轴,而MP干扰项将有一个比样本曲率更大的轴。关键的是,对NAP和MP差异进行了缩放,以便根据像素能量和Gabor小波差异度量,MP差异略大。实验1使用阶梯程序来确定达到75%准确率所需的阈值呈现时间。实验2使用恒定的简短显示呈现时间,将反应时间和错误率作为因变量。两个实验都表明,对NAP差异的敏感性明显高于MP差异,并且在各个维度上通常都是如此。NAP优势在广泛引用的后期皮质腹侧流处理模型HMAX的C2阶段的相似性计算中并未体现出来。