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

• Main Authors: Ashour, Mohammed Waleed, Khalid, Fatimah, Abdul Halin, Alfian, Abdullah, Lili Nurliyana
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2015
• Online Access: http://psasir.upm.edu.my/id/eprint/48220/1/Machining%20process%20classification%20using%20PCA%20reduced%20histogram%20features%20and%20the%20support%20vector%20machine.pdf; http://psasir.upm.edu.my/id/eprint/48220/
• Institution: Universiti Putra Malaysia

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...