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三维视觉中的深度传播与表面构建

Depth propagation and surface construction in 3-D vision.

作者信息

Georgeson Mark A, Yates Tim A, Schofield Andrew J

机构信息

School of Life & Health Sciences, Aston University, Birmingham B4 7ET, UK.

出版信息

Vision Res. 2009 Jan;49(1):84-95. doi: 10.1016/j.visres.2008.09.030. Epub 2008 Nov 21.

DOI:10.1016/j.visres.2008.09.030
PMID:18977239
Abstract

In stereo vision, regions with ambiguous or unspecified disparity can acquire perceived depth from unambiguous regions. This has been called stereo capture, depth interpolation or surface completion. We studied some striking induced depth effects suggesting that depth interpolation and surface completion are distinct stages of visual processing. An inducing texture (2-D Gaussian noise) had sinusoidal modulation of disparity, creating a smooth horizontal corrugation. The central region of this surface was replaced by various test patterns whose perceived corrugation was measured. When the test image was horizontal 1-D noise, shown to one eye or to both eyes without disparity, it appeared corrugated in much the same way as the disparity-modulated (DM) flanking regions. But when the test image was 2-D noise, or vertical 1-D noise, little or no depth was induced. This suggests that horizontal orientation was a key factor. For a horizontal sine-wave luminance grating, strong depth was induced, but for a square-wave grating, depth was induced only when its edges were aligned with the peaks and troughs of the DM flanking surface. These and related results suggest that disparity (or local depth) propagates along horizontal 1-D features, and then a 3-D surface is constructed from the depth samples acquired. The shape of the constructed surface can be different from the inducer, and so surface construction appears to operate on the results of a more local depth propagation process.

摘要

在立体视觉中,视差模糊或未明确的区域可以从明确的区域获取感知深度。这被称为立体捕捉、深度插值或表面完成。我们研究了一些显著的诱导深度效应,表明深度插值和表面完成是视觉处理的不同阶段。一个诱导纹理(二维高斯噪声)具有视差的正弦调制,产生平滑的水平波纹。该表面的中心区域被各种测试图案取代,并测量其感知到的波纹。当测试图像是水平一维噪声,单眼或双眼呈现且无视差时,它看起来与视差调制(DM)的侧翼区域一样有波纹。但当测试图像是二维噪声或垂直一维噪声时,几乎没有或没有诱导出深度。这表明水平方向是一个关键因素。对于水平正弦波亮度光栅,会诱导出强烈的深度,但对于方波光栅,只有当其边缘与DM侧翼表面的峰谷对齐时才会诱导出深度。这些以及相关结果表明,视差(或局部深度)沿着水平一维特征传播,然后根据获取的深度样本构建三维表面。构建表面的形状可能与诱导物不同,因此表面构建似乎是在更局部的深度传播过程的结果上进行操作。

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