Evaluating feature extractors and dimension reduction methods for near infrared face recognition systems

• Main Authors: Sheikh, Usman Ullah, Farokhi, Sajad, Flusser, Jan, Shamsuddin, Siti Mariyam, Hashemi, Hossein
• Format: Article
• Language: English
• Published: Penerbit UTM 2014
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/52749/1/UsmanUllahSheikh2014_Evaluatingfeatureextractors.pdf; http://eprints.utm.my/id/eprint/52749/; https://dx.doi.org/10.11113/jt.v70.2459

This study evaluates the performance of global and local feature extractors as well as dimension reduction methods in NIR domain. Zernike moments (ZMs), Independent Component Analysis (ICA), Radon Transform + Discrete Cosine Transform (RDCT), Radon Transform + Discrete Wavelet Transform (RDWT) are e...