Calculation of phase fraction in steel microstructure images using random forest classifier.

Angshuman Paul,Abhinandan Gangopadhyay,Appa Rao Chintha,Dipti Prasad Mukherjee,Prasun Das,Saurabh Kundu

IET Image Processing（2018）

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摘要

Proportions of different phases (phase fraction) in the microstructures determine the quality of dual phase (DP) steel. So, calculation of phase fraction in the microstructures of steel samples is important for quality assurance. Manual calculation of phase fraction involves Le Pera etching of steel which is time consuming and dependent on operator efficiency. Calculation of phase fraction from Le...

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关键词

etching,feature extraction,image classification,learning (artificial intelligence),steel

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