Human Face Recognition Biometric Techniques: Analysis and Review

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 235)

Abstract

Biometrics is the study of methods for identifying a person based on one or more intrinsic physical or behavioral traits. After decades of research activities, biometrics has advanced to a great extent both in practical technology and theoretical discovery to meet the increasing need of biometric deployments. This paper depicts a detailed coverage on the research problems with their solutions in face recognition biometrics. The contributions also present the pioneering efforts and state-of-the-art results, with special concentration on practical issues concerning system development.

Keywords

Biometric Face Recognition Principal component analysis (PCA) Linear Discriminant Analysis (LDA) 3D Face recognition Convolutional Neural Network 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  1. 1.Department of Computer SciencePondicherry UniversityPuducherryIndia
  2. 2.Department of Information Science and Engg.K.L.E. Institute of TechnologyHubliIndia

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