一种基于双重对称的伪随机彩色图案特征检测方法

Haitao Lin, Zhan Song
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引用次数: 2

摘要

空间编码结构光技术是实现动态三维重建的重要手段。本文首先提出了一种新的设计模式,该模式采用了四种颜色元素,并获得了2×2独特的窗口属性。为了检测图案特征,即网格点,研究了一种基于双重对称的特征检测方法。首先分别在R、G、B通道中计算每个像素的值。选择最大的一个来表示像素。通过选取局部极大值点作为特征候选点,提出了一种二次旋转对称测量方法来精确定位网格点。通过与经典人脸检测器的比较和人脸实验,验证了该检测器的鲁棒性和准确性。
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A twofold symmetry based approach for the feature detection of pseudorandom color pattern
Spatially encoded structured light technique is an important means for the dynamic 3D reconstruction. This paper first present a novel designed pattern, which adopts four color elements and get a 2×2 unique window property. To detect the pattern features, i.e. the grid points, a twofold symmetry based feature detection method is investigated. The value of each pixel is firstly computed in R, G, B channels respectively. And the largest one is select to represent the pixel. By selecting the local maximum points as feature candidate, a measurement of twofold rotation symmetry is proposed to localize the grid point precisely. With comparison with some classical detectors and experiment with real human face, the robustness and accuracy of the proposed detector is demonstrated.
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