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LAI, K. KANICH, O. DVOŘÁK, M. DRAHANSKÝ, M. YANUSHKEVICH, S. SHMERKO, V.
Original Title
Biometric-Enabled Watchlists Technology
Type
journal article in Web of Science
Language
English
Original Abstract
For Entry-Exit technologies, such as US VISIT and Smart Borders (e-borders), a watchlist normally contains high-quality biometric traits and is checked only against visitors. The situation can change drastically if low-quality images are added into the watchlist. Motivated by this fact, we introduce a systematic approach to assessing the risk of travellers using a biometric-enabled watchlist where some latency of the biometric traits is allowed. The main results presented herein include: (1) a taxonomical view of the watchlist technology, and (2) a novel risk assessment technique. For modelling the watchlist landscape, we propose a risk categorisation using the Doddington metric. We evaluate via experimental study on large-scale facial and fingerprint databases, the risks of impersonation and mis-identification in various screening scenarios. Other contributions include a study of approaches to designing a biometric-enabled watchlist for e-borders: a) risk control and b) improving performance of the e-border via integrating the interview supporting machines.
Keywords
biometrics (access control), risk management, face recognition, fingerprint identification, Doddington metric, e-borders, risk assessment technique, risk control, risk categorisation, systematic approach, watchlist landscape modelling, fingerprint databases, entry-exit technologies, biometric-enabled watchlists technology, high-quality biometric traits, large-scale facial databases
Authors
LAI, K.; KANICH, O.; DVOŘÁK, M.; DRAHANSKÝ, M.; YANUSHKEVICH, S.; SHMERKO, V.
Released
1. 3. 2018
ISBN
2047-4938
Periodical
IET Biometrics
Year of study
7
Number
2
State
United Kingdom of Great Britain and Northern Ireland
Pages from
163
Pages to
172
Pages count
10
URL
https://www.researchgate.net/publication/318705359_Biometric-Enabled_Watchlists_Technology
BibTex
@article{BUT144416, author="Kenneth {Lai} and Ondřej {Kanich} and Michal {Dvořák} and Martin {Drahanský} and Svetlana {Yanushkevich} and Vlad. {Shmerko}", title="Biometric-Enabled Watchlists Technology", journal="IET Biometrics", year="2018", volume="7", number="2", pages="163--172", doi="10.1049/iet-bmt.2017.0036", issn="2047-4938", url="https://www.researchgate.net/publication/318705359_Biometric-Enabled_Watchlists_Technology" }