Comparing Features Extraction Methods for Person Authentication Using EEG Signals

• Main Authors: Liew, Siaw Hong, Choo, Yun Huoy, Low, Yin Fen, Zeratul Izzah, Mohd Yusoh, Yap, Tian Bee, Azah Kamilah, Mudah
• Other Authors: Ajith, Abraham
• Format: Book Chapter
• Language: English
• Published: Springer Cham 2015
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://ir.unimas.my/id/eprint/40693/3/Book%20Chapter%20%28Comparing%20Feature%20Extraction%20Methods%29.pdf; http://ir.unimas.my/id/eprint/40693/; https://link.springer.com/chapter/10.1007/978-3-319-17398-6_21
• Institution: Universiti Malaysia Sarawak

This chapter presents a comparison and analysis of six feature extraction methods which were often cited in the literature, namely wavelet packet decomposition (WPD), Hjorth parameter, mean, coherence, cross-correlation and mutual information for the purpose of person authentication using EEG signal...