A single-shot structured light means by encoding both color and geometrical features
被引:43
作者:
Lin, Haibo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
Lin, Haibo
[1
]
Nie, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
Nie, Lei
[1
]
Song, Zhan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
Chinese Univ Hong Kong, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
Song, Zhan
[1
,2
]
机构:
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[2] Chinese Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
Structured light sensing;
Pseudo-random pattern;
Color decoding;
3D reconstruction;
ACQUISITION;
D O I:
10.1016/j.patcog.2015.12.013
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Color encoded structured light is an important means for single-shot 3D reconstruction. In this article, we present a pseudorandom array-based structured light method. The proposed pattern is composed with four colors, and one geometric shape is inlaid to the color elements to extend the coding element from four to eight. As a result, a relatively small coding window with the size of 2 x 2 can be obtained. Grid-point between each two adjacent pattern elements is defined as the pattern feature. And an improved feature detector is proposed for the robust and accurate grid-point localization. The grid-points are divided into two types and represented by a topological structure. The decoding procedure is performed in two steps, the shape decoding and color decoding. Finally, the epipolar constraint and neighboring constraint are introduced to improve the decoding reliability. Accuracy and robustness of the proposed method are evaluated in the experiments. Some real objects including human face are reconstructed to demonstrate the 3D reconstruction quality of the proposed structured light method. (C) 2016 Elsevier Ltd. All rights reserved.