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First eye movement verification and identification competition at BTAS 2012

  • Texas State University

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

48 Citations (Scopus)

Abstract

This paper presents the results of the first eye movement verification and identification competition. The work provides background, discusses previous research, and describes the datasets and methods used in the competition. The results highlight the importance of very careful eye positional data capture to ensure meaningfulness of identification outcomes. The discussion about the metrics and scores that can assist in evaluation of the captured data quality is provided. Best identification results varied in the range from 58.6% to 97.7% depending on the dataset and methods employed for the identification. Additionally, this work discusses possible future directions of research in the eye movement-based biometrics domain.

Original languageEnglish
Title of host publication2012 IEEE 5th International Conference on Biometrics
Subtitle of host publicationTheory, Applications and Systems, BTAS 2012
PublisherIEEE Computer Society
Pages195-202
Number of pages8
ISBN (Print)9781467313841
DOIs
Publication statusPublished - 2012
Event5th IEEE International Conference on Biometrics: Theory, Applications and Systems, BTAS 2012 - Arlington, VA, United States
Duration: 23 Sept 201227 Sept 2012

Publication series

Name2012 IEEE 5th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2012

Conference

Conference5th IEEE International Conference on Biometrics: Theory, Applications and Systems, BTAS 2012
Country/TerritoryUnited States
CityArlington, VA
Period23/09/1227/09/12

Keywords

  • biometrics
  • competition
  • eye movements

ASJC Scopus subject areas

  • Computer Science Applications
  • Biomedical Engineering

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