Steel surface defect classification using multi-resolution empirical mode decomposition and LBP

• Main Authors: Samsudin, Siti Salbiah, Arof, Hamzah, Harun, Sulaiman Wadi, Wahab, Ainuddin Wahid Abdul, Idris, Mohamad Yamani Idna
• Format: Article
• Published: IOP Publishing 2021
• Subjects: QA75 Electronic computers. Computer science; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/28103/

In this work we introduce Multi-Resolution Empirical Mode Decomposition (MREMD) as an image decomposition method that simplifies the implementation of Empirical Mode Decomposition (EMD) for bidimensional data. The proposed method is used in conjunction with the local binary pattern (LBP) to classify...