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Measurement of facial dynamics for soft biometrics

  • Hamdi Dibeklioğlu
  • , Albert Ali Salah*
  • , Furkan Gürpınar
  • *Corresponding author for this work
  • Delft University of Technology
  • extern
  • Bogazici University

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

Facial dynamics contain idiosyncratic information that can help appearance-based systems in a number of tasks. This paper summarizes our research on using facial dynamics as a soft biometric, in establishing the age and kinship similarity, as well as for assessing expression spontaneity. Our findings suggest that high-resolution and high frequency information gathered from the face can be very informative, and result in systems that go beyond human performance in a number of domains.

Original languageEnglish
Title of host publicationFace and Facial Expression Recognition from Real World Videos - International Workshop, Revised Selected Papers
EditorsGang Hua, Qiang Ji, Thomas B. Moeslund, Kamal Nasrollahi
PublisherSpringer
Pages69-84
Number of pages16
ISBN (Electronic)9783319137360
DOIs
Publication statusPublished - 1 Jan 2015
Externally publishedYes
EventInternational Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2014 held in conjunction with 22nd International Conference on Pattern Recognition, 2014 - Stockholm, Sweden
Duration: 24 Aug 201424 Aug 2014

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8912
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2014 held in conjunction with 22nd International Conference on Pattern Recognition, 2014
Country/TerritorySweden
CityStockholm
Period24/08/1424/08/14

Keywords

  • Affective computing
  • Age estimation
  • Face analysis
  • Facial dynamics
  • Kinship estimation
  • Smile classification
  • Soft biometrics

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