Texture classification of machined surfaces using image processing and machine learning techniques

Texture classification of machined surfaces using image processing and machine learning techniques

The identification of surface texture images from machining surfaces using image processing techniques has been a prominent research area in the recent decades. The aim of this paper is to identify various machined surface texture images using machine learning techniques. Charge coupled device is us...

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Bibliographic Details
Main Authors: Patel Dhiren R., Vakharia Vinay, Kiran Mysore B.
Format: Article
Language:English
Published: University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2019-01-01
Series:FME Transactions
Subjects:
surface texture
grey level co-occurrence matrix
feature extraction
classification
ten-fold cross validation
Online Access:https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2019/1451-20921904865P.pdf

Internet

https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2019/1451-20921904865P.pdf

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