Bag of soft biometrics for person identification View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2010-10-27

AUTHORS

Antitza Dantcheva, Carmelo Velardo, Angela D’Angelo, Jean-Luc Dugelay

ABSTRACT

In this work we seek to provide insight on the general topic of soft biometrics. We firstly present a new refined definition of soft biometrics, emphasizing on the aspect of human compliance, and then proceed to identify candidate traits that accept this novel definition. We then address relations between traits and discuss associated benefits and limitations of these traits. We also consider two novel soft biometric traits, namely weight and color of clothes and we analyze their reliability. Related promising results on the performance are provided. Finally, we consider a new application, namely human identification solely carried out by a bag of facial, body and accessory soft biometric traits, and as an evidence of its practicality, we provide preliminary promising results. More... »

PAGES

739-777

References to SciGraph publications

  • 1973-06. Visual perception of biological motion and a model for its analysis in ATTENTION, PERCEPTION, & PSYCHOPHYSICS
  • 2004. Extraction of Glasses in Human Face Images in BIOMETRIC AUTHENTICATION
  • 1998. Text categorization with Support Vector Machines: Learning with many relevant features in MACHINE LEARNING: ECML-98
  • 2006-06-01. Boosting Sex Identification Performance in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 1996. Biometrics, Personal Identification in Networked Society in NONE
  • 2004. Soft Biometric Traits for Personal Recognition Systems in BIOMETRIC AUTHENTICATION
  • 2000-11. Single View Metrology in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2000-02. Towards Detection of Glasses in Facial Images in PATTERN ANALYSIS AND APPLICATIONS
  • 2004. Human Detection Based on a Probabilistic Assembly of Robust Part Detectors in COMPUTER VISION - ECCV 2004
  • 1994-03. Structural aspects of face recognition and the other-race effect in MEMORY & COGNITION
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s11042-010-0635-7

    DOI

    http://dx.doi.org/10.1007/s11042-010-0635-7

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1051734895


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