A Discriminative Model for Age Invariant Face Recognition - Couverture souple

Khan, Musharraf Hina; Jondhale, Kalpana

 
9786200003645: A Discriminative Model for Age Invariant Face Recognition
Couverture souple
ISBN 10 : 6200003645 ISBN 13 : 9786200003645
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

The discriminative model is developed to address face matching in the presence of age variation. In this approach, each face is represented by designing a densely sampled local feature description scheme, in which Scale Invariant Feature Transform (SIFT) and Multi-scale Local Binary Patterns (MLBP) serve as local descriptors. Since both SIFT-based local features and MLBP-based local features span a high- dimensional feature space, an algorithm called multi-feature discriminant analysis (MFDA) is used to process these two local feature spaces in a unified framework. The new proposed method is discriminative model with multi-scale robust local binary pattern (MRLBP). MLBP is not so robust to the noise present in the image. The proposed method uses MRLBP which serve as the local descriptor in the discriminative model to enhance the performance.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6200003645
ISBN 13 
9786200003645
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
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