Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Prakash, Surya
Titre(s) : Ear Biometrics in 2D and 3D [Texte électronique] : Localization and Recognition
Titre d'ensemble : Ear biometrics in 2d and 3d / Prakash, Surya.
Édition : Online-Ausg
Publication : Singapore : Springer Singapore, 2015
Description matérielle : Online-Ressource (1 online resource (129 p.))
Collection : Augmented Vision and Reality ; v.10
EBL-Schweitzer
Note(s) : Description based upon print version of record
Preface; Contents; Abbreviations; 1 Introduction; 1.1 Biometric Properties; 1.2 Operational
Modes of a Biometric System; 1.2.1 Enrollment; 1.2.2 Verification; 1.2.3 Identification;
1.3 Performance Measures; 1.3.1 ROI Detection; 1.3.2 Verification Accuracy; 1.3.3
Identification Accuracy; 1.4 Biometric Traits; 1.4.1 Physiological Traits; 1.4.2 Behavioral
Traits; 1.5 Motivation; 1.6 Popular Ear Databases; 1.6.1 IITK Database; 1.6.2 University
of Notre Dame-Collection E (UND-E) Database [2]; 1.6.3 University of Notre Dame-Collection
J2 (UND-J2) Database [5]; References; 2 Ear Detection in 2D ; 2.1 Introduction2.2
Preliminaries; 2.2.1 Color Based Skin Segmentation; 2.2.2 Speeded Up Robust Feature
Transform; 2.3 Ear Detection Technique; 2.3.1 Preprocessing; 2.3.2 Ear Candidate Set
Generation; 2.3.3 Ear Localization; 2.4 Scale, Rotation and Shape Invariance; 2.5
Experimental Results; 2.5.1 Estimation of Parameters; 2.5.2 Results; References; 3
Ear Recognition in 2D; 3.1 Introduction; 3.2 Preliminaries; 3.2.1 Adaptive Histogram
Equalization; 3.2.2 Non-local Means Filter; 3.2.3 Steerable Filter; 3.3 Ear Recognition
Technique; 3.3.1 Image Enhancement; 3.3.2 Feature Extraction ; 3.3.3 Classification
and Fusion3.4 Experimental Results; 3.4.1 Ear Extraction from the Background; 3.4.2
Parameters Tuning; 3.4.3 Results; References; 4 Ear Detection in 3D; 4.1 Introduction;
4.2 3D Ear Detection Technique; 4.2.1 Preprocessing; 4.2.2 Ear Candidate Set Computation;
4.2.3 Ear Localization; 4.3 Scale and Rotation Invariance; 4.3.1 Invariance to Scale;
4.3.2 Invariance to Rotation; 4.4 Experimental Results; 4.4.1 Performance Evaluation;
4.4.2 Comparison with Other Techniques; References; 5 Ear Recognition in 3D; 5.1 Introduction;
5.2 Generalized Procrustes Analysis ; 5.2.1 GPA-ICP: Integration of GPA with ICP5.3
3D Ear Recognition Technique Based on Local 2D Features and GPA-ICP (LFGPA-ICP); 5.3.1
Local 2D Feature Points Based Coarse Alignment; 5.3.2 Final Alignment Using GPA-ICP
Technique; 5.4 Experimental Results; 5.4.1 Preprocessing of Data; 5.4.2 Results; 5.4.3
Comparison with Other Techniques; References; 6 Fusion of Ear with Other Traits; 6.1
Fusion in 2D; 6.2 Fusion in 3D; References ; This book presents the state-of-the-art
techniques and recent research progress on Ear Biometrics. Among the various physiological
traits, the reasons for the ear to gain much attention in recent years are many folds.
It has been found to be a reliable biometrics for human verification and identification.
Ears are remarkably consistent and unlike face, it does not change shape with different
expressions or age, and remain fixed in the middle of the side of the head against
a predictable background. The book contains figures, tables and plots to illustrate
the techniques in an easy and lucid ma
Autre(s) auteur(s) : Gupta, Phalguni. Fonction indéterminée
Sujet(s) : Ingénierie
Indice(s) Dewey :
570.151 95 (23e éd.) = Biologie - Statistique mathématique ; 621.382 (23e éd.) = Technologie des communications
Identifiants, prix et caractéristiques : ISBN 9789812873750
Identifiant de la notice : ark:/12148/cb44724001z
Notice n° :
FRBNF44724001
(notice reprise d'un réservoir extérieur)
