Cross Euclidean-to-Riemannian metric learning with application to face recognition from video

• Main Authors: HUANG, Zhiwu, WANG, R., SHAN, S., VAN, Gool L
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Riemannian manifold; video-based face recognition; cross Euclidean-to-Riemannian metric learning; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6384; https://ink.library.smu.edu.sg/context/sis_research/article/7387/viewcontent/Cross_euclidean_to_riemannian_metric_learning_with_application_to_face_recognition_from_video.pdf
• Institution: Singapore Management University

Riemannian manifolds have been widely employed for video representations in visual classification tasks including video-based face recognition. The success mainly derives from learning a discriminant Riemannian metric which encodes the non-linear geometry of the underlying Riemannian manifolds. In t...