基于结构光模式的三维建模新方法

M. A. Tehrani, A. Saghaeian, O.R. Mohajerani
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引用次数: 24

摘要

由于其广泛的应用,对使用和发展三维曲面建模的需求日益增长,新的技术被开发和优化以满足需求。两种主要的图像测距技术分别是主动测距和被动测距。在主动投影仪测距技术中,采用单相机和高聚焦性能的模式投影仪对所拍摄的图像进行可靠测量。无源投影仪测距技术是基于寻找从同一物体表面拍摄的立体图像之间的对应关系。这两种技术都使用光投影仪,投射出结构光模式。使用结构光的优点之一是为物体添加一些额外的特征,这些特征可以包括以这种方式重建的固有无特征的物体。在本研究中,结合这两种技术的显著优势来实现一种实用的3D建模技术。首先,设计了彩色狭缝图案,对狭缝边缘的图像点进行唯一标记和精确提取;任何图像点的标签都是根据相邻狭缝中颜色序列色相值差异最大的下一狭缝和前一狭缝的色相值来分配的。然后,沿着立体图像的极线提取裂缝边缘点并同时标记;同时应用两种策略,我们增强了狭缝的独特和精确出现。第一种策略是消除背景,从而减少了表面颜色的影响。第二种策略是光狭缝的颜色排序,简化了相应极点之间正确点的匹配。最后,设计的狭缝图案被应用于平面墙、工业零件和人脸。计算了三种不同表面的颜色点云,计算出的平面上的点代表了设计图案的可接受精度。在一个工业零件上测试了点提取和标记算法的稳定性,人脸的点云显示了该算法获取和分配场景真实颜色的能力。因此,所提出的狭缝模式降低了成像噪声和点提取噪声的影响。
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A New Approach to 3D Modeling Using Structured Light Pattern
As the need for using and developing three dimensional (3D) surface modeling grows increasingly due to its wide range of applications, new techniques are developed and optimized to fulfill the requirements. The two main image ranging techniques refer to the active and passive approaches. In the active projector ranging technique, a single camera and a pattern projector with high focusing performance are used to obtain reliable measurement on the images taken. The passive projector ranging technique is based on finding correspondence between stereo images taken from the same object surface. Both techniques use a light projector which projects a structured light pattern. One of the advantages of using structured light is adding some extra features to the object which can include inherently featureless objects to be reconstructed in this way. In this study, the significant advantages of the two techniques are combined to implement a practical 3D modeling technique. First, a color slit pattern has been designed to uniquely labeling and precisely extracting the image points along slits edges. The label of any image points is assigned according to hue value of next and previous slits where the sequence of colors has maximum hue value differences on adjacent slits. Then, edge points of slits are extracted along the epipolar lines of stereo images and labeled simultaneously.Applying two strategies together, we've enhanced the unique and precise occurrences of the slits. The first strategy was background elimination which reduced the effects of surface color as a result. The second strategy was a color ordering for light slits which simplified matching of a correct point among corresponding epipolar points. Finally, the designed slit pattern has been applied using a flat wall, an industrial part and a human face. The color point clouds of the three different surfaces have been calculated and the calculated points on the flat wall have represented an acceptable accuracy of the designed pattern. The stability of the point extraction and labeling algorithm has been tested for an industrial part and the point cloud of the human face shows the capability of the proposed algorithm to get and assign the true color of the scene to the point cloud. Therefore, the proposed slit pattern has reduced the effects of imaging and point extraction noises.
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