Multispectral Periocular Classification With Multimodal Compact Multi-Linear Pooling

Multispectral Periocular Classification With Multimodal Compact Multi-Linear Pooling

Feature-level fusion approaches for multispectral biometrics are mainly grouped into two categories: 1) concatenation and 2) elementwise multiplication. While concatenation of feature vectors has benefits in allowing all elements to interact, it is difficult to learn output classification. Different...

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Bibliographic Details
Main Authors: Faisal M. Algashaam, Kien Nguyen, Mohamed Alkanhal, Vinod Chandran, Wageeh Boles, Jasmine Banks
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Periocular recognition
multispectral biometrics
feature-level fusion
higher order spectra
bilinear pooling
Online Access:https://ieeexplore.ieee.org/document/7990127/

Internet

https://ieeexplore.ieee.org/document/7990127/

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