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基于运动的三维结构的感知构建。

The perceptual buildup of three-dimensional structure from motion.

作者信息

Hildreth E C, Grzywacz N M, Adelson E H, Inada V K

机构信息

Massachusetts Institute of Technology, Cambridge.

出版信息

Percept Psychophys. 1990 Jul;48(1):19-36. doi: 10.3758/bf03205008.

DOI:10.3758/bf03205008
PMID:2377437
Abstract

We present a set of psychophysical experiments that measure the accuracy of perceived three-dimensional (3-D) structure derived from relative motion in the changing two-dimensional image. The experiments are motivated in part by a computational model proposed by Ullman (1984), called the incremental rigidity scheme, in which an accurate 3-D structure is built up incrementally, by considering images of moving objects over an extended time period. Our main conclusions are: First, the human visual system can derive an accurate model of the relative depths of moving points, even in the presence of noise in their image positions; second, the accuracy of the 3-D model improves with time, eventually reaching a plateau; and third, the 3-D structure currently perceived appears to depend on previous 3-D models. Through computer simulations, we relate the results of our psychophysical experiments with the predictions of Ullman's model.

摘要

我们展示了一组心理物理学实验,这些实验测量了从变化的二维图像中的相对运动得出的感知三维(3-D)结构的准确性。这些实验部分受到Ullman(1984年)提出的一种计算模型的启发,该模型称为增量刚性方案,其中通过在较长时间段内考虑移动物体的图像,逐步建立准确的3-D结构。我们的主要结论是:第一,即使在图像位置存在噪声的情况下,人类视觉系统也可以得出移动点相对深度的准确模型;第二,3-D模型的准确性会随着时间提高,最终达到平稳状态;第三,当前感知到的3-D结构似乎取决于先前的3-D模型。通过计算机模拟,我们将心理物理学实验的结果与Ullman模型的预测联系起来。

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