The 4-source photometric stereo technique for three-dimensional surfaces in the presence of highlights and shadows

被引:233
作者
Barsky, S [1 ]
Petrou, M [1 ]
机构
[1] Univ Surrey, Ctr Vis Speech & Signal Proc, Sch Elect & Phys Sci, Guildford GU2 7XH, Surrey, England
基金
英国工程与自然科学研究理事会;
关键词
photometric stereo; surface orientation and color recovery; highlights; shadows;
D O I
10.1109/TPAMI.2003.1233898
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present an algorithm for separating the local gradient information and Lambertian color by using 4-source color photometric stereo in the presence of highlights and shadows. We assume that the surface reflectance can be approximated by the sum of a Lambertian and a specular component. The conventional photometric method is generalized for color images. Shadows and highlights in the input images are detected using either spectral or directional cues and excluded from the recovery process, thus giving more reliable estimates of local surface parameters.
引用
收藏
页码:1239 / 1252
页数:14
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