首页> 外文会议>Mexican International Conference on Artificial Intelligence(MICAI 2007); 20071104-10; Aguascalientes(MX) >Image Processing for 3D Reconstruction Using a Modified Fourier Transform Profilometry Method
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Image Processing for 3D Reconstruction Using a Modified Fourier Transform Profilometry Method

机译:使用改进的傅里叶变换轮廓仪方法进行3D重建的图像处理

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摘要

An image processing algorithm based on the Fourier Transform Profilometry (FTP) method for 3D reconstruction purposes is presented. This method uses a global and local analysis for the phase unwrapping stage and obtains better results than using a simple unwrapping algorithm in the normal FTP method. A sinusoidal fringe pattern of known spatial frequency is firstly projected on a reference frame and an image is acquired. Then, the object of the shape to know is placed in front of the reference frame, and the same fringe pattern is projected. Once again another image is acquired. The projected pattern is distorted according to the shape of the object. Later, the modified Fourier Transform Profilometry method is applied to the acquired images. The digitized images contains the (x,y) pixels of the object including the fringe pattern, and the phase difference between the acquired images contains the z (height or depth) information. The novelty in the proposed method comes in the part of the unwrapping algorithm at the moment of obtaining the depth information by using the above mentioned combined analysis.
机译:提出了一种基于傅立叶变换轮廓仪(FTP)的图像处理算法,用于3D重建。该方法在相位展开阶段使用了全局和局部分析,并且比在常规FTP方法中使用简单的展开算法获得了更好的结果。首先将已知空间频率的正弦条纹图案投影到参考帧上,并获取图像。然后,将形状已知的对象放置在参考框架的前面,并投影相同的条纹图案。再次获取另一个图像。投影的图案会根据对象的形状而变形。后来,将改进的傅里叶变换轮廓分析方法应用于所获取的图像。数字化图像包含包括条纹图案的对象的(x,y)像素,并且所获取图像之间的相位差包含z(高度或深度)信息。所提出的方法的新颖性在于通过使用上述组合分析获得深度信息时的展开算法的一部分。

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