Can contact-free measurement of heartbeat signal be used in forensics?

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

6 Citationer (Scopus)
323 Downloads (Pure)

Resumé

Biometrics and soft biometrics characteristics are of great
importance in forensics applications for identifying criminals
and law enforcement. Developing new biometrics and
soft biometrics are therefore of interest of many applications,
among them forensics. Heartbeat signals have been
previously used as biometrics, but they have been measured
using contact-based sensors. This paper extracts heartbeat
signals, using a contact-free method by a simple webcam.
The extracted signals in this case are not as precise as those
that can be extracted using contact-based sensors. However,
the contact-free extracted heartbeat signals are shown in this
paper to have some potentials to be used as soft biometrics.
Promising experimental results on a public database, have
shown that utilizing these signals can improve the accuracy
of spoofing detection in a face recognition system.
OriginalsprogEngelsk
Titel23rd European Signal Processing Conference (EUSIPCO), 2015
ForlagIEEE
Publikationsdato2015
Sider769-773
ISBN (Trykt)978-0-9928626-3-3
DOI
StatusUdgivet - 2015
BegivenhedEuropean Signal Processing Conference - Nice, Frankrig
Varighed: 31 aug. 20154 sep. 2015

Konference

KonferenceEuropean Signal Processing Conference
LandFrankrig
ByNice
Periode31/08/201504/09/2015
NavnProceedings of the European Signal Processing Conference
ISSN2076-1465

Fingerprint

Biometrics
Sensors
Law enforcement
Face recognition

Citer dette

Haque, M. A., Nasrollahi, K., & Moeslund, T. B. (2015). Can contact-free measurement of heartbeat signal be used in forensics? I 23rd European Signal Processing Conference (EUSIPCO), 2015 (s. 769-773). IEEE. Proceedings of the European Signal Processing Conference https://doi.org/10.1109/EUSIPCO.2015.7362487
Haque, Mohammad Ahsanul ; Nasrollahi, Kamal ; Moeslund, Thomas B. / Can contact-free measurement of heartbeat signal be used in forensics?. 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, 2015. s. 769-773 (Proceedings of the European Signal Processing Conference).
@inproceedings{5961bdf3860949ccbc107edc5b2a9a65,
title = "Can contact-free measurement of heartbeat signal be used in forensics?",
abstract = "Biometrics and soft biometrics characteristics are of greatimportance in forensics applications for identifying criminalsand law enforcement. Developing new biometrics andsoft biometrics are therefore of interest of many applications,among them forensics. Heartbeat signals have beenpreviously used as biometrics, but they have been measuredusing contact-based sensors. This paper extracts heartbeatsignals, using a contact-free method by a simple webcam.The extracted signals in this case are not as precise as thosethat can be extracted using contact-based sensors. However,the contact-free extracted heartbeat signals are shown in thispaper to have some potentials to be used as soft biometrics.Promising experimental results on a public database, haveshown that utilizing these signals can improve the accuracyof spoofing detection in a face recognition system.",
keywords = "Forensics, biometrics, soft biometrics, heartbeat signals",
author = "Haque, {Mohammad Ahsanul} and Kamal Nasrollahi and Moeslund, {Thomas B.}",
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Haque, MA, Nasrollahi, K & Moeslund, TB 2015, Can contact-free measurement of heartbeat signal be used in forensics? i 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, Proceedings of the European Signal Processing Conference, s. 769-773, European Signal Processing Conference, Nice, Frankrig, 31/08/2015. https://doi.org/10.1109/EUSIPCO.2015.7362487

Can contact-free measurement of heartbeat signal be used in forensics? / Haque, Mohammad Ahsanul; Nasrollahi, Kamal; Moeslund, Thomas B.

23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, 2015. s. 769-773 (Proceedings of the European Signal Processing Conference).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

TY - GEN

T1 - Can contact-free measurement of heartbeat signal be used in forensics?

AU - Haque, Mohammad Ahsanul

AU - Nasrollahi, Kamal

AU - Moeslund, Thomas B.

PY - 2015

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N2 - Biometrics and soft biometrics characteristics are of greatimportance in forensics applications for identifying criminalsand law enforcement. Developing new biometrics andsoft biometrics are therefore of interest of many applications,among them forensics. Heartbeat signals have beenpreviously used as biometrics, but they have been measuredusing contact-based sensors. This paper extracts heartbeatsignals, using a contact-free method by a simple webcam.The extracted signals in this case are not as precise as thosethat can be extracted using contact-based sensors. However,the contact-free extracted heartbeat signals are shown in thispaper to have some potentials to be used as soft biometrics.Promising experimental results on a public database, haveshown that utilizing these signals can improve the accuracyof spoofing detection in a face recognition system.

AB - Biometrics and soft biometrics characteristics are of greatimportance in forensics applications for identifying criminalsand law enforcement. Developing new biometrics andsoft biometrics are therefore of interest of many applications,among them forensics. Heartbeat signals have beenpreviously used as biometrics, but they have been measuredusing contact-based sensors. This paper extracts heartbeatsignals, using a contact-free method by a simple webcam.The extracted signals in this case are not as precise as thosethat can be extracted using contact-based sensors. However,the contact-free extracted heartbeat signals are shown in thispaper to have some potentials to be used as soft biometrics.Promising experimental results on a public database, haveshown that utilizing these signals can improve the accuracyof spoofing detection in a face recognition system.

KW - Forensics

KW - biometrics

KW - soft biometrics

KW - heartbeat signals

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DO - 10.1109/EUSIPCO.2015.7362487

M3 - Article in proceeding

SN - 978-0-9928626-3-3

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Haque MA, Nasrollahi K, Moeslund TB. Can contact-free measurement of heartbeat signal be used in forensics? I 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE. 2015. s. 769-773. (Proceedings of the European Signal Processing Conference). https://doi.org/10.1109/EUSIPCO.2015.7362487