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Periocular authentication based on FEM

Periocular authentication based on FEM

von Ambika Dasa Ravindranath und Radhika K. R
Softcover - 9786139910045
39,90 €
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Beschreibung

Periocular structure, a sub-region of face is characterized by spatial content with an ability to authenticate in non-intrusive civic E/M commerce surveillance applications. The current paper proposes a novel biometric authentication technique by utilizing geometric properties enduring periocular region. Major portion of existing periocular pattern recognition methods is based on skin texture global information. The proposed approach quanti¿es periocular shape in ways that e¿ectively ¿nd perceptually similar images in the database. The proposed work is an enhancement over state-of-art method which achieves low dimensional local periocular pattern data preserved on high dimensional non-linear plane. Periocular surface is discretized by triangular mesh cornered on natural edges. Laplace-Beltrami eigen spectrum derived over the mesh using cotangent weighted Finite Element Method (FEM) implementation is implicitly compared to achieve periocular region shape based authentication.

using Laplace-Beltrami eigen values

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 30. Mai 2019
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 96 Gramm
Format Softcover
ISBN-13 9786139910045
Seiten 52

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