Phase Map Generation for Phase Shift Moire Using CUDA

Sudhakar Sah, Y. Roh, KyoungSeop Chang, DaeHwa Jeong
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引用次数: 1

Abstract

Phase shift Moiré is a very popular and one of the most successful techniques for shape measurement of 3-D objects such as PCB (printed circuit board), TFT (thin film transistor), LCD (Liquid crystal display) etc. Various implementations of phase shift moiré are available for improving accuracy and/or speed. Although, these methods contribute a lot in reducing the computation with some compromise in accuracy, there is a lot of scope of improving the performance of these algorithms with increased accuracy, especially when specialized hardware like GPU is available. GPU contains many core or processing elements that can process the same work concurrently resulting in dramatic increase in performance. In this paper, we propose the parallel implementation of the phase shift moiré method on CUDA. A novel method called image stacking method is proposed that can also be used for CUDA implementation of similar algorithms to improve performance. Using this technique, we are able to execute the application 180 times faster compared to the CPU implementation.
基于CUDA的相移云纹相图生成
相移成像是一种非常流行的、也是最成功的三维物体形状测量技术之一,如PCB(印刷电路板)、TFT(薄膜晶体管)、LCD(液晶显示器)等。相移监控的各种实现可用于提高精度和/或速度。虽然这些方法在减少计算量方面做出了很大的贡献,但在精度方面做出了一些妥协,但这些算法的性能在提高精度的同时还有很大的提升空间,尤其是在GPU等专用硬件可用的情况下。GPU包含许多核心或处理元素,可以同时处理相同的工作,从而大大提高性能。在本文中,我们提出了在CUDA上并行实现相移监控方法。提出了一种称为图像叠加法的新方法,该方法也可用于CUDA实现类似算法以提高性能。使用这种技术,我们能够以比CPU实现快180倍的速度执行应用程序。
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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