Disguised face identification using multi-modal features in a quaternionic form

George Apostolopoulos, Vasileios Tzitzilonis, Vassilios Kappatos, Evangelos Dermatas

Publikation: Bidrag til bog/antologi/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Resumé

Disguised face recognition is considered as very challenging and important problem in the face recognition field. A disguised face recognition algorithm is proposed using quaternionic representation. The feature extraction module is accomplished with a new method, decomposing each face image into a linear decomposition of a set of localized basis functions. The feature sets, related to Shapelets and Gabor filters, are used to encode the image data. The coefficients of the integral transformations are fused and presented in quaternionic representation to the Classification module. This study shows that the proposed algorithm can achieve high recognition results under disguised conditions.
OriginalsprogEngelsk
TitelProceedings of the 7th International Conference on Imaging for Crime Prevention and Detection
Antal sider8
ForlagInstitution of Engineering and Technology
Publikationsdato2017
ISBN (Trykt)978-1-78561-400-2
DOI
StatusUdgivet - 2017
Begivenhed7th International Conference on Imaging for Crime Detection and Prevention: Vision and Imaging Network - Madrid, Spanien
Varighed: 23. nov. 201625. nov. 2016
Konferencens nummer: 7
http://www.icdp-conf.org/

Konference

Konference7th International Conference on Imaging for Crime Detection and Prevention
Nummer7
LandSpanien
ByMadrid
Periode23/11/201625/11/2016
Internetadresse

Fingeraftryk

Face recognition
Gabor filters
Feature extraction
Decomposition

Citer dette

Apostolopoulos, G., Tzitzilonis, V., Kappatos, V., & Dermatas, E. (2017). Disguised face identification using multi-modal features in a quaternionic form. I Proceedings of the 7th International Conference on Imaging for Crime Prevention and Detection Institution of Engineering and Technology. https://doi.org/10.1049/ic.2016.0074
Apostolopoulos, George ; Tzitzilonis, Vasileios ; Kappatos, Vassilios ; Dermatas, Evangelos. / Disguised face identification using multi-modal features in a quaternionic form. Proceedings of the 7th International Conference on Imaging for Crime Prevention and Detection. Institution of Engineering and Technology, 2017.
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Apostolopoulos, G, Tzitzilonis, V, Kappatos, V & Dermatas, E 2017, Disguised face identification using multi-modal features in a quaternionic form. i Proceedings of the 7th International Conference on Imaging for Crime Prevention and Detection. Institution of Engineering and Technology, 7th International Conference on Imaging for Crime Detection and Prevention, Madrid, Spanien, 23/11/2016. https://doi.org/10.1049/ic.2016.0074

Disguised face identification using multi-modal features in a quaternionic form. / Apostolopoulos, George ; Tzitzilonis, Vasileios; Kappatos, Vassilios; Dermatas, Evangelos.

Proceedings of the 7th International Conference on Imaging for Crime Prevention and Detection. Institution of Engineering and Technology, 2017.

Publikation: Bidrag til bog/antologi/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

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Apostolopoulos G, Tzitzilonis V, Kappatos V, Dermatas E. Disguised face identification using multi-modal features in a quaternionic form. I Proceedings of the 7th International Conference on Imaging for Crime Prevention and Detection. Institution of Engineering and Technology. 2017 https://doi.org/10.1049/ic.2016.0074