主动结构照明单声道和立体相机系统的比较:在三维人脸采集中的应用

Da An, A. Woodward, P. Delmas, G. Gimel'farb, John Morris
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引用次数: 15

摘要

在本文中,我们比较了三种结构化照明技术(灰色编码,灰色编码移位和条纹边界)使用单声道或立体相机系统来评估人脸的3D重建。描述了每个系统特有的校准技术。根据高精度3D扫描仪获得的基准数据,对不同的算法进行了定量和定性评估。我们证明,虽然与LCD投影仪耦合的单声道摄像系统运行速度更快,成本更低,但由结构照明辅助的立体摄像系统产生的结果更准确
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Comparison of Active Structure Lighting Mono and Stereo Camera Systems: Application to 3D Face Acquisition
In this paper, we compare three structured lighting techniques (gray code, gray code shift and stripe boundary) using mono or stereo camera systems to assess 3D reconstruction for human faces. The calibration technique specific to each system is described. The different algorithms were assessed quantitatively and qualitatively with respect to benchmark data obtained from a high precision 3D scanner. We demonstrate that although a mono camera system coupled to a LCD projector runs faster and at lower cost, the stereo camera system aided by structure lighting generates more accurate results
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