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Fast 3D Reconstruction of Tool Wear Based on Monocular Vision and multi-color Structured Light Illuminator

机译:基于单目视觉和多色结构光照明器的刀具磨损的快速3D重建

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摘要

Fast 3D reconstruction of tool wear from 2D images has great importance to 3D measuring and objective evaluating tool wear condition, determining accurate tool change and insuring machined part's quality. Extracting 3D information of tool wear zone based on monocular multi-color structured light can realize fast recovery of surface topography of tool wear, which overcomes the problems of traditional methods such as solution diversity and slow convergence when using SFS method and stereo match when using 3D reconstruction from multiple images. In this paper, a kind of new multi-color structured light illuminator was put forward. An information mapping model was established among illuminator's structure parameters, surface morphology and color images. The mathematical model to reconstruct 3D morphology based on monocular multi-color structured light was presented. Experimental results show that this method is effective and efficient to reconstruct the surface morphology of tool wear zone.
机译:从2D图像进行3D快速刀具磨损重建对于3D测量和客观评估刀具磨损状况,确定准确的刀具更换并确保加工零件的质量非常重要。基于单目多色结构光提取刀具磨损区域的3D信息,可以实现刀具磨损表面形貌的快速恢复,克服了传统方法如SFS方法时溶液多样性,收敛速度慢以及3D时立体匹配等传统方法的问题。从多个图像重建。本文提出了一种新型的多色结构照明器。建立了照明器结构参数,表面形貌和彩色图像之间的信息映射模型。提出了基于单眼多色结构光重建3D形态的数学模型。实验结果表明,该方法能有效地重建刀具磨损区的表面形态。

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