Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets

• Main Authors: WANG, Wen., WANG, Ruiping., HUANG, Zhiwu, SHAN, Shiguang., CHEN, Xilin.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Gaussian distribution; graph embedding; kernel discriminative learning; statistical manifold; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/6391; https://ink.library.smu.edu.sg/context/sis_research/article/7394/viewcontent/Discriminant_analysis_on_Riemannian_manifold_of_Gaussian_distributions_for_face_recognition_with_image_sets__1_.pdf
• Institution: Singapore Management University

This paper presents a method named Discriminant Analysis on Riemannian manifold of Gaussian distributions (DARG) to solve the problem of face recognition with image sets. Our goal is to capture the underlying data distribution in each set and thus facilitate more robust classification. To this end,...