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ShanghaiTech University Knowledge Management System
High-precision 3D Shape Measurement Based on Time-resolved VCSEL | |
2018-11-08 | |
会议录名称 | HOLOGRAPHY, DIFFRACTIVE OPTICS, AND APPLICATIONS VIII |
期号 | 10818 |
发表状态 | 已发表 |
DOI | 10.1117/12.2502417 |
摘要 | High-speed and high-precision human face 3D shape measurement plays a very important role in diverse applications such as human-computer interaction, 3D face recognition, Virtual Reality. This paper introduces a structured light system based on VCSEL(Vertical Cavity Surface Emitting Laser) with one simulated projectors and two camera for human face 3D shape measurement. Large-scale production cost of VCSEL is low, because of the manufacturing process compatible with LED. VCSEL has the advantages of projecting a large area of diffractive structure light and easy to integrate into lens array internally. The process of VCSEL projecting the structural light that changes over time to human face is simulated by computer. The ICP algorithm is used to match the image of single frame structure light from the right camera to the left camera. A single frame image of three-dimensional face point cloud is obtained by using binocular stereo vision principle. The multi-frame images of point cloud that change along time series are superposed to obtain higher density point cloud data and improve the measurement accuracy. This 3D measurement based on VCSEL has advantages of low cost, high precision, and small size and should be useful for practical applications. |
关键词 | 3d Measurement Vcsel Time-resolved Structured Light Projection Binocular Vision |
会议名称 | SPIE / COS Photonics Asia |
会议地点 | Bei jing |
会议日期 | 2018-10-10 |
收录类别 | EI |
引用统计 | 正在获取...
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文献类型 | 会议论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/28225 |
专题 | 个人在本单位外知识产出 |
作者单位 | 1.Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences,University of Chinese Academy of Sciences 2.University of Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Jing Ye,Chao Li,Chaofeng Miao. High-precision 3D Shape Measurement Based on Time-resolved VCSEL[C],2018. |
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