Detection method capable of being used for surface microdefect imaging of stamping parts

The invention discloses a detection method capable of being used for surface micro-defect imaging of stamping parts. The detection method comprises the following steps: S1, collecting generalized phase shift dual-wavelength interferograms of a plurality of micro-defect stamping parts and correspondi...

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Hauptverfasser: XU XIAOQING, HUANG WENBO, BO KANGYING, WANG TING, MENG YUHAN
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creator XU XIAOQING
HUANG WENBO
BO KANGYING
WANG TING
MENG YUHAN
description The invention discloses a detection method capable of being used for surface micro-defect imaging of stamping parts. The detection method comprises the following steps: S1, collecting generalized phase shift dual-wavelength interferograms of a plurality of micro-defect stamping parts and corresponding single-wavelength interferograms of the micro-defect stamping parts; S2, after the collected generalized phase-shift dual-wavelength interferograms of the micro-defect stamping part and the corresponding single-wavelength interferograms of the micro-defect stamping part are cut, an interferogram data set of the micro-defect stamping part is constructed; S3, designing a micro-defect stamping part dual-wavelength interference diagram decoupling convolutional neural network based on deep learning; and S4, using the microdefect stamping part to interfere the pattern data set. The invention provides a detection method capable of being used for stamping part surface microdefect imaging, so that the method can quickly
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
title Detection method capable of being used for surface microdefect imaging of stamping parts
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