Eigenspectrum Regularization on Grassmann Discriminant Analysis With Image Set Classification

Set-based image classification has become popular in recent years since it can provide a relatively large amount of within-set information that benefits classification. Grassmann Discriminant Analysis (GDA) models image sets as points (subspaces) on a Grassmann manifold and then explicitly maps them...

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Bibliographic Details
Main Authors: Hengliang Tan, Ying Gao, Jiao Du, Shuo Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8869890/