Machining process classification using PCA reduced histogram features and the support vector machine

Being able to identify machining processes that produce specific machined surfaces is crucial in modern manufacturing production. Image processing and computer vision technologies have become indispensable tools for automated identification with benefits such as reduction in inspection time and avoi...

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Autori principali: Ashour, Mohammed Waleed, Khalid, Fatimah, Abdul Halin, Alfian, Abdullah, Lili Nurliyana
Natura: Conference or Workshop Item
Lingua:English
Pubblicazione: IEEE 2015
Accesso online:http://psasir.upm.edu.my/id/eprint/48220/1/Machining%20process%20classification%20using%20PCA%20reduced%20histogram%20features%20and%20the%20support%20vector%20machine.pdf