首页> 外文会议>International Conference on Computational Science and Its Applications(ICCSA 2006) pt.2; 20060508-11; Glasgow(GB) >Robust 3D Face Data Acquisition Using a Sequential Color-Coded Pattern and Stereo Camera System
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Robust 3D Face Data Acquisition Using a Sequential Color-Coded Pattern and Stereo Camera System

机译:使用顺序颜色编码图案和立体相机系统进行稳定的3D人脸数据采集

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摘要

This paper presents a robust 3D data acquisition method that uses a sequential color-coded pattern and a stereo camera system. In this system, one projector projects a pattern on an object and two cameras capture two images. We then solved the correspondence problem between the two images by using epipolar constraint and a sequential color-coded pattern based on the YCbCr coordinate. The proposed sequential color encoding strategy not only increased the speed of 3D reconstruction but also increased the robustness to the illumination variation. The proposed method was applied to 3D face data acquisition and robustness for the illumination variation was compared with the previous method. Because the suggested pattern can generate twice of the coded pixels per frame than binary coded pattern, even though four coded colors were used, the time efficiency of the suggested method was improved by about 50%. The experimental results also show that the robustness to the illumination variation was improved compare to the binary coded method.
机译:本文提出了一种稳健的3D数据采集方法,该方法使用顺序的颜色编码图案和立体相机系统。在该系统中,一台投影仪在物体上投影图案,而两台摄像机捕获两幅图像。然后,我们使用对极约束和基于YCbCr坐标的顺序颜色编码图案,解决了两个图像之间的对应问题。所提出的顺序颜色编码策略不仅提高了3D重建的速度,而且提高了对照明变化的鲁棒性。将该方法应用于3D人脸数据采集中,并将照度变化的鲁棒性与以前的方法进行了比较。因为建议的模式每帧可生成的编码像素是二进制编码模式的两倍,所以即使使用了四种编码颜色,建议的方法的时间效率也提高了约50%。实验结果还表明,与二进制编码方法相比,提高了对照明变化的鲁棒性。

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