3D digitization methods based on laser excitation and active triangulation: a comparison

O. Aubreton, F. Mériaudeau, F. Truchetet
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引用次数: 1

Abstract

3D reconstruction of surfaces is an important topic in computer vision and corresponds to a large field of applications: industrial inspection, reverse engineering, object recognition, biometry, archeology… Because of the large varieties of applications, one can find in the literature a lot of approaches which can be classified into two families: passive and active [1]. Certainly because of their reliability, active approaches, using imaging system with an additional controlled light source, seem to be the most commonly used in the industrial field. In this domain, the 3D digitization approach based on active 3D triangulation has had important developments during the last ten years [2] and seems to be mature today if considering the important number of systems proposed by manufacturers. Unfortunately, the performances of active 3D scanners depend on the optical properties of the surface to digitize. As an example, on Fig 1.a, a 3D shape with a diffuse surface has been digitized with Comet V scanner (Steinbichler). The 3D reconstruction is presented on Fig 1.b. The same experiment was carried out on a similar object (same shape) but presenting a specular surface (Fig 1.c and Fig 1.d) ; it can clearly be observed, that the specularity influences of the performance of the digitization.
基于激光激励和主动三角测量的三维数字化方法比较
表面的三维重建是计算机视觉中的一个重要课题,它的应用领域非常广泛:工业检测、逆向工程、物体识别、生物识别、考古……由于应用的种类繁多,人们可以在文献中找到很多方法,可以分为两大类:被动和主动bbb。当然,由于它们的可靠性,主动方法,使用带有额外可控光源的成像系统,似乎是工业领域最常用的方法。在这个领域,基于主动3D三角测量的3D数字化方法在过去十年中有了重要的发展,如果考虑到制造商提出的大量系统,今天似乎已经成熟。不幸的是,有源三维扫描仪的性能依赖于数字化表面的光学特性。例如,在图1中。a,使用彗星V扫描仪(Steinbichler)对具有漫射表面的3D形状进行数字化处理。三维重建如图1.b所示。同样的实验在相似的物体(相同形状)上进行,但呈现镜面(图1.c和图1.d);可以清楚地观察到,镜面性对数字化性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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