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Image Face Recognition Through Somatology: Design, analysis and verification of the system through Neural Network Tool in MATLAB - Couverture souple

Dubey, Sipi

 
9783639340488: Image Face Recognition Through Somatology: Design, analysis and verification of the system through Neural Network Tool in MATLAB
Couverture souple
ISBN 10 : 3639340485 ISBN 13 : 9783639340488
Editeur : VDM Verlag Dr. Müller, 2011

Synopsis

Our system is a feature based face recognition system; a successful face recognition system depends heavily on the particular choice of the features used by the recognition system. We have selected features through Somatology which are the divisions of anthropology. chapter1: covers background and Introduction. Chapter2: explains how to extract the features for the database through a mouse click in the form of digital values of coordinates, for the purpose of further calculations. Chapter:3 The purpose is to enroll all the subjects(20) with their authentic indices. Chapter4: tells for recognizing a face we have used Neural Network tool of Mat Lab. The database of indices will work as input for Feed forward back propagation network [Newff].Chapter:5&6 is verification through various methods Selection of the proper threshold value for the distance with the different subjects provided us the number of FAR cases and on the other hand Selection of the proper threshold value for the distance with the same subjects provided us the number of FRR cases. Chapter7: Comparison of all the three accuracies with each other, concludes the book.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Our system is a feature based face recognition system; a successful face recognition system depends heavily on the particular choice of the features used by the recognition system. We have selected features through Somatology which are the divisions of anthropology. chapter1: covers background and Introduction. Chapter2: explains how to extract the features for the database through a mouse click in the form of digital values of coordinates, for the purpose of further calculations. Chapter:3 The purpose is to enroll all the subjects(20) with their authentic indices. Chapter4: tells for recognizing a face we have used Neural Network tool of Mat Lab. The database of indices will work as input for Feed forward back propagation network [Newff].Chapter:5&6 is verification through various methods Selection of the proper threshold value for the distance with the different subjects provided us the number of FAR cases and on the other hand Selection of the proper threshold value for the distance with the same subjects provided us the number of FRR cases. Chapter7: Comparison of all the three accuracies with each other, concludes the book.

Biographie de l'auteur

Appointed as Chairperson, Board of Studies, CSE,CSVTU, Bhilai(CG) India. Presently working as Professor CSE in Chhatrapati Shivaji Institute of Technology, Durg(CG)India Qualification is B.Tech(Comp.Tech),M.Tech.(Comp.Tech),Ph.d. in CSE,from Pt.RSSU,Raipur(CG)India, in Year 2010,in Image Processing Experience in teaching is 14 years.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
VDM Verlag Dr. Müller
Date d'édition
2011
Langue
anglais
ISBN 10 
3639340485
ISBN 13 
9783639340488
Reliure
Broché
Nombre de pages
192
Coordonnées du fabricant
non disponible
Personne responsable
non disponible