High precision post-processing framework for industrial computed tomography detection

作者:

Highlights:

• High-precision parameterless framework for industrial computed tomography detection.

• Adaptive pixel local window size calculation algorithm for contour extraction.

• Genetic algorithm-based optimal multi-method combination for contour extraction.

• Multi-resolution transformation for point cloud breakpoint inhibition.

• Experimental evaluation of framework detection accuracy on industrial workpieces.

摘要

•High-precision parameterless framework for industrial computed tomography detection.•Adaptive pixel local window size calculation algorithm for contour extraction.•Genetic algorithm-based optimal multi-method combination for contour extraction.•Multi-resolution transformation for point cloud breakpoint inhibition.•Experimental evaluation of framework detection accuracy on industrial workpieces.

论文关键词:ICT detection,Contour extraction,Segmentation,Point cloud

论文评审过程:Received 10 April 2021, Revised 7 September 2021, Accepted 11 December 2021, Available online 25 December 2021, Version of Record 29 December 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.116401