存在镜面反射时的双目立体匹配

卢思军、唐振民()、郭龙源、卢阿丽

中国工程科学 ›› 2010, Vol. 12 ›› Issue (1) : 56-60.

PDF(1523 KB)
PDF(1523 KB)
中国工程科学 ›› 2010, Vol. 12 ›› Issue (1) : 56-60.

存在镜面反射时的双目立体匹配

  • 卢思军、唐振民()、郭龙源、卢阿丽

作者信息 +

A algorithm for binocular stereo matching in the presence of specular reflections

  • Lu Sijun、Tang Zhenmin、Guo Longyuan、Lu Ali

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摘要

传统的立体匹配方法建立在Lambertian的漫反射模型之上,漫反射模型的立体匹配在一个图像的大多部分是有效的,但是在处理图像中包含镜面反射的部分时结果会产生严重的匹配错误。笔者利用漫反射和镜面反射在灰度和最大色度上的不同,分离出镜面反射的像素,然后采用一种针对镜面反射的匹配测度,在图像中漫反射部分和镜面反射部分都能匹配得到正确的视差。结果证明了方法的有效性。

Abstract

Traditional stereo correspondence algorithms rely heavily on the Lambertian model of diffuse reflectance. While this diffuse assumption is generally valid for most part of an image, processing of regions that contain specular reflections can result in severe matching errors. In this paper, we address the problem of binocular stereo dense matching in the presence of specular reflections by introducing a novel correspondence measurement which is robust to the specular reflections. Accurate depth can be estimated for both diffuse and specular regions. Unlike the previous works which seek to eliminate or avoid specular reflections using image preprocessing or multibaseline stereo, our approach works in its presence. Experiments demonstrate the effectiveness and robustness of our approach.

关键词

立体匹配 / 漫反射 / 镜面反射 / 色度

Keywords

stereo matching / diffuse reflection / specular reflection / chromaticity

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卢思军,唐振民,郭龙源,卢阿丽. 存在镜面反射时的双目立体匹配. 中国工程科学. 2010, 12(1): 56-60

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基金
国家部委基金资助项目(51316080101)
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