Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification

Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification

We propose novel multi-order statistical descriptors which can be used for high speed object classification or face recognition from videos or image sets. We represent each gallery set with a global second-order statistic which captures correlated global variations in all feature directions as well...

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Bibliographic Details
Main Authors: Arif Mahmood, Muhammad Uzair, Somaya Al-Maadeed
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Face recognition
image set classification
covariance features
dimensionality reduction
Online Access:https://ieeexplore.ieee.org/document/8271867/

Internet

https://ieeexplore.ieee.org/document/8271867/

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