An Improved SVM with Earth Mover’s Distance Regularization and Its Application in Pattern Recognition

An Improved SVM with Earth Mover’s Distance Regularization and Its Application in Pattern Recognition

A support vector machine (SVM) aims to achieve an optimal hyperplane with a maximum interclass margin and has been widely utilized in pattern recognition. Traditionally, a SVM mainly considers the separability of boundary points (i.e., support vectors), while the underlying data structure informatio...

Full description

Bibliographic Details
Main Authors: Rui Feng, Haitao Dong, Xuri Li, Zhaochuang Gu, Runyang Tian, Houde Li
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Electronics
Subjects:
support vector machine
structural information
Earth mover’s distance
deep convolutional feature
pattern recognition
Online Access:https://www.mdpi.com/2079-9292/12/3/645

Internet

https://www.mdpi.com/2079-9292/12/3/645

Similar Items