An analytic gabor feedforward network for single-sample and pose-invariant face recognition

• Main Authors: Oh, Beom-Seok, Toh, Kar-Ann, Teoh, Andrew Beng Jin, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering; Face Recognition Across Pose; Gabor Filtering
• Online Access: https://hdl.handle.net/10356/86017; http://hdl.handle.net/10220/48271
• Institution: Nanyang Technological University

Gabor magnitude is known to be among the most discriminative representations for face images due to its space- frequency co-localization property. However, such property causes adverse effects even when the images are acquired under moderate head pose variations. To address this pose sensitivity iss...