谷歌浏览器插件
订阅小程序
在清言上使用

GCPU_OpticalFlow: A GPU accelerated Python software for strain measurement

Ahmed Chabib,Jean-François Witz, Pierre Gosselet,Vincent Magnier

SoftwareX(2024)

引用 0|浏览2
暂无评分
摘要
This paper introduces an open-source pixel-wise Digital Image Correlation tool written in Python and targeting graphics processing units (GPUs) with the help of Cupy and Rapids-cuCim libraries. It is capable of computing the kinematic fields that transform an image into another in an efficient and quick way and it allows to treat large images in the GPU. Even if GCPU_OpticalFlow can be easily used by communities concerned by the estimation of displacement, it is particularly tuned to estimate consistent strain (gradient) field. The detection of a crack in a material is presented in this work as a demonstration.
更多
查看译文
关键词
DIC,Optical flow,Python,GPU,Mechanics,Strain,Measurement,CUDA
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要