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The perceptual representation of 3D shape

机译:3D形状的感性表示

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One of the fundamental issues in the study of 3D surface perception is to identify the specific aspects of an object's structure that form the primitive components of an observer's perceptual knowledge. After all, in order to understand shape perception, it is first necessary to define what a??shapea?? is. In this presentation, I will assess several types of data structures that have been proposed for representing 3D surfaces. One of the most common data structures employed for this purpose involves a map of the geometric properties in each local neighborhood, such as depth, orientation or curvature. Numerous experiments have been performed in which observers have been required to make judgments of local surface properties, but the results reveal that these judgments are most often systematically distorted relative to the ground truth and surprisingly imprecise, thus suggesting that local property maps may not be the foundation of our perceptual knowledge about 3D shape. An alternative type of data structure for representing 3D shape involves a graph of the configural relationships among qualitatively distinct surface features, such as edges and vertices. The psychological validity of this type of representation has been supported by numerous psychophysical experiments, and by electrophysiological studies of macaque IT. A third type of data structure will also be considered in which surfaces are represented as a tiling of qualitatively distinct regions based on their patterns of curvature, and there is some neurophysiological evidence to suggest that this type of representation occurs in several areas of the primate cortex.
机译:3D表面感知研究的基本问题之一是确定对象结构的特定方面,这些方面构成了观察者感知知识的原始组成部分。毕竟,为了理解形状感知,首先必须定义一个“形状”。是。在本演示中,我将评估已提出的几种表示3D表面的数据结构类型。为此目的使用的最常见的数据结构之一涉及每个局部邻域中的几何特性图,例如深度,方向或曲率。已经进行了许多实验,其中要求观察者做出局部表面性质的判断,但是结果表明,这些判断通常相对于地面真实情况系统地失真并且令人惊讶地不精确,因此表明局部性质图可能不是我们对3D形状的感知知识的基础。用于表示3D形状的数据类型的另一种类型涉及定性不同的表面特征(如边缘和顶点)之间的配置关系图。大量的心理物理实验和猕猴IT的电生理研究都支持了这种表示形式的心理有效性。还将考虑第三种数据结构,其中基于曲面的曲率模式将表面表示为定性不同区域的平铺,并且有一些神经生理学证据表明这种类型的表示发生在灵长类皮层的多个区域中。

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