Robust 3D Shape Reconstruction from a Single Image Based on Color Structured Light

被引:4
|
作者
Hu, Zhengzhou [1 ]
Guan, Qiu [1 ]
Liu, Sheng [1 ]
Chen, S. Y. [1 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou, Zhejiang, Peoples R China
来源
2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS | 2009年
关键词
shape reconstruction; color classification; shifted one-shot patter; color structured light; PATTERNS;
D O I
10.1109/AICI.2009.332
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Reconstructing 3D shapes from 2D images based on structured light is becoming an increasingly important topic in computer vision. However, low resolution and sensitive to environment illumination are the main restriction of this technology for practical application. This paper proposes a new color coded structured light technique for reconstructing object shape from a single image. This technique works by projecting a pattern of color stripes with white gaps and assigning the projected stripe color by color classification. The method can enhance the robustness with respect to uncontrolled environment illumination and color cross-talk. The stripe boundary is located accurately by local searching method. Additionally, we propose a technique to achieve dense shape reconstruction by shifting the same patterns. Practical experimental results are provided to demonstrate the performance of the proposed methods. Furthermore, 3D models with high quality and resolution were produced under uncontrolled light condition.
引用
收藏
页码:168 / 172
页数:5
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