---
_id: '2129'
abstract:
- lang: eng
text: Maintaining confidence in security documents, especially banknotes, is and
remains a major concern for the central banks in order to maintain the stability
of the economy around the world. In this paper we describe an image processing
and pattern recognition approach which is based on the Sound-of-Intaglio principle
for the usage in smart devices such as smartphones. Today, in many world regions
smartphones are in use. These devices become more and more computing units, equipped
with resource-limited, but effective CPUs, cameras with illumination, and flexible
operating systems. Hence, it is obvious to apply smartphones for banknote authentication,
especially for visually impaired persons. Our approach shows that those devices
are capable of processing data under the constraints of image quality and processing
power. Strictly a mobile device as such is not an industrial product for harsh
environments, but it is possible to use mobile devices for banknote authentication.
The concept is based on a new strategy for constructing adaptive Wavelets for
the analysis of different print patterns on a banknote. Furthermore, a banknote
specific feature vector is generated which describes an authentic banknote effectively
under various illumination conditions. A multi-stage Lineardiscriminant- analysis
classifier generates stable and reliable output.
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Jan Leif
full_name: Hoffmann, Jan Leif
id: '46243'
last_name: Hoffmann
- first_name: Roland
full_name: Hildebrand, Roland
id: '1639'
last_name: Hildebrand
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Jürg
full_name: Hofmann, Jürg
last_name: Hofmann
citation:
ama: 'Lohweg V, Dörksen H, Hoffmann JL, et al. Banknote authentication with mobile
devices. In: Media Watermarking, Security, and Forensics 2013. San Francisco,
USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013; 2013. doi:https://doi.org/10.1117/12.2001444'
apa: 'Lohweg, V., Dörksen, H., Hoffmann, J. L., Hildebrand, R., Gillich, E., Schaede,
J., & Hofmann, J. (2013). Banknote authentication with mobile devices. In
Media Watermarking, Security, and Forensics 2013. San Francisco, USA: (03-07.02.2013)
IST/SPIE Electronic Imaging 2013. https://doi.org/10.1117/12.2001444'
bjps: 'Lohweg V et al. (2013) Banknote Authentication with Mobile
Devices. Media Watermarking, Security, and Forensics 2013. San Francisco,
USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013.'
chicago: 'Lohweg, Volker, Helene Dörksen, Jan Leif Hoffmann, Roland Hildebrand,
Eugen Gillich, Johannes Schaede, and Jürg Hofmann. “Banknote Authentication with
Mobile Devices.” In Media Watermarking, Security, and Forensics 2013. San
Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013, 2013. https://doi.org/10.1117/12.2001444.'
chicago-de: 'Lohweg, Volker, Helene Dörksen, Jan Leif Hoffmann, Roland Hildebrand,
Eugen Gillich, Johannes Schaede und Jürg Hofmann. 2013. Banknote authentication
with mobile devices. In: Media Watermarking, Security, and Forensics 2013.
San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging 2013. doi:https://doi.org/10.1117/12.2001444,
.'
din1505-2-1: 'Lohweg, Volker ; Dörksen, Helene ; Hoffmann,
Jan Leif ; Hildebrand, Roland
; Gillich, Eugen ; Schaede,
Johannes ; Hofmann, Jürg:
Banknote authentication with mobile devices. In: Media Watermarking, Security,
and Forensics 2013. San Francisco, USA : (03-07.02.2013) IST/SPIE Electronic
Imaging 2013, 2013'
havard: 'V. Lohweg, H. Dörksen, J.L. Hoffmann, R. Hildebrand, E. Gillich, J. Schaede,
J. Hofmann, Banknote authentication with mobile devices, in: Media Watermarking,
Security, and Forensics 2013, (03-07.02.2013) IST/SPIE Electronic Imaging 2013,
San Francisco, USA, 2013.'
ieee: V. Lohweg et al., “Banknote authentication with mobile devices,” in
Media Watermarking, Security, and Forensics 2013, 2013.
mla: Lohweg, Volker, et al. “Banknote Authentication with Mobile Devices.” Media
Watermarking, Security, and Forensics 2013, (03-07.02.2013) IST/SPIE Electronic
Imaging 2013, 2013, doi:https://doi.org/10.1117/12.2001444.
short: 'V. Lohweg, H. Dörksen, J.L. Hoffmann, R. Hildebrand, E. Gillich, J. Schaede,
J. Hofmann, in: Media Watermarking, Security, and Forensics 2013, (03-07.02.2013)
IST/SPIE Electronic Imaging 2013, San Francisco, USA, 2013.'
ufg: 'Lohweg, Volker et. al. (2013): Banknote authentication with mobile
devices, in: Media Watermarking, Security, and Forensics 2013, San Francisco,
USA.'
van: 'Lohweg V, Dörksen H, Hoffmann JL, Hildebrand R, Gillich E, Schaede J, et al.
Banknote authentication with mobile devices. In: Media Watermarking, Security,
and Forensics 2013. San Francisco, USA: (03-07.02.2013) IST/SPIE Electronic Imaging
2013; 2013.'
date_created: 2019-12-04T09:08:30Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1117/12.2001444
language:
- iso: eng
place: San Francisco, USA
publication: Media Watermarking, Security, and Forensics 2013
publication_status: published
publisher: (03-07.02.2013) IST/SPIE Electronic Imaging 2013
status: public
title: Banknote authentication with mobile devices
type: conference
user_id: '45673'
year: 2013
...
---
_id: '2104'
abstract:
- lang: eng
text: Maintaining confidence in security documents, especially banknotes, is and remains a major concern for the central banks
in order to maintain the stability of the economy around the world. In this paper
we describe an image processing and pattern recognition approach which is based on the Sound-of-Intaglio concept [1] for the usage in smart devices such as smartphones. Today, in many world regions smartphones are in use. These devices become more and more computing
units, equipped with resource-limited but effective CPUs, cameras with illumination,
and flexible operating systems. Hence, it appears to be obvious, to apply those smartphones for banknote authentication, especially for visually
impaired persons. However, it has to be researched, whether those devices are
capable of processing the data under the constraints of image quality and processing
power. Our results show that it is in general possible to use such devices for
banknote authentication applications.
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Roland
full_name: Hildebrand, Roland
id: '1639'
last_name: Hildebrand
- first_name: Jan Leif
full_name: Hoffmann, Jan Leif
id: '46243'
last_name: Hoffmann
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
citation:
ama: 'Lohweg V, Dörksen H, Gillich E, Hildebrand R, Hoffmann JL, Schaede J. Mobile
Devices for Banknote Authentication – is it possible? In: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection III, San Francisco,
CA, USA, January 18-20, 2012. . Optical Document Security - The Conference
on Optical Security and Counterfeit Detection III. 2012.'
apa: 'Lohweg, V., Dörksen, H., Gillich, E., Hildebrand, R., Hoffmann, J. L., &
Schaede, J. (2012). Mobile Devices for Banknote Authentication – is it possible?
In: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III, San Francisco, CA, USA, January 18-20, 2012. . Optical Document
Security - The Conference on Optical Security and Counterfeit Detection III.'
bjps: 'Lohweg V et al. (2012) Mobile Devices for Banknote Authentication
– Is It Possible? In: Optical Document Security - The Conference on Optical Security
and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III.'
chicago: 'Lohweg, Volker, Helene Dörksen, Eugen Gillich, Roland Hildebrand, Jan
Leif Hoffmann, and Johannes Schaede. “Mobile Devices for Banknote Authentication
– Is It Possible? In: Optical Document Security - The Conference on Optical Security
and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .”
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III, 2012.'
chicago-de: 'Lohweg, Volker, Helene Dörksen, Eugen Gillich, Roland Hildebrand, Jan
Leif Hoffmann und Johannes Schaede. 2012. Mobile Devices for Banknote Authentication
– is it possible? In: Optical Document Security - The Conference on Optical Security
and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III.'
din1505-2-1: 'Lohweg, Volker ; Dörksen, Helene ; Gillich,
Eugen ; Hildebrand, Roland
; Hoffmann, Jan Leif ; Schaede,
Johannes: Mobile Devices for Banknote Authentication – is it possible?
In: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III, San Francisco, CA, USA, January 18-20, 2012. . In: Optical Document
Security - The Conference on Optical Security and Counterfeit Detection III
(2012)'
havard: 'V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J.L. Hoffmann, J. Schaede,
Mobile Devices for Banknote Authentication – is it possible? In: Optical Document
Security - The Conference on Optical Security and Counterfeit Detection III, San
Francisco, CA, USA, January 18-20, 2012. , Optical Document Security - The Conference
on Optical Security and Counterfeit Detection III. (2012).'
ieee: 'V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J. L. Hoffmann, and J.
Schaede, “Mobile Devices for Banknote Authentication – is it possible? In: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
III, San Francisco, CA, USA, January 18-20, 2012. ,” Optical Document Security
- The Conference on Optical Security and Counterfeit Detection III, 2012.'
mla: 'Lohweg, Volker, et al. “Mobile Devices for Banknote Authentication – Is It
Possible? In: Optical Document Security - The Conference on Optical Security and
Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. .” Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
III, 2012.'
short: V. Lohweg, H. Dörksen, E. Gillich, R. Hildebrand, J.L. Hoffmann, J. Schaede,
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III (2012).
ufg: 'Lohweg, Volker et. al. (2012): Mobile Devices for Banknote Authentication
– is it possible? In: Optical Document Security - The Conference on Optical Security
and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. ,
in: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III.'
van: 'Lohweg V, Dörksen H, Gillich E, Hildebrand R, Hoffmann JL, Schaede J. Mobile
Devices for Banknote Authentication – is it possible? In: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection III, San Francisco,
CA, USA, January 18-20, 2012. . Optical Document Security - The Conference on
Optical Security and Counterfeit Detection III. 2012;'
date_created: 2019-12-03T06:34:28Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- authentication
- anti-counterfeit features
- mobile device
- smartphone
- wavelet transform
- pattern recognition
- Sound-of-Intaglio
language:
- iso: eng
publication: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection III
status: public
title: 'Mobile Devices for Banknote Authentication – is it possible? In: Optical Document
Security - The Conference on Optical Security and Counterfeit Detection III, San
Francisco, CA, USA, January 18-20, 2012. '
type: journal_article
user_id: '45673'
year: 2012
...
---
_id: '2116'
abstract:
- lang: eng
text: Favored by hardware development, since the mid-2000s, cameras can be found
in mobile phones. With the advent of the Apple iPhonethey are equipped with a
multi-touch high-resolution display. Their included battery and low costs make them attractive for smart cameraapplications. This paper shows several scenarios, in which advantagesand
disadvantages of smartphones are inspected. A real-life applicationis given, which shows that a phone of this kind can be used for printinspection
and banknote authentication
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Roland
full_name: Hildebrand, Roland
id: '1639'
last_name: Hildebrand
- first_name: Jan Leif
full_name: Hoffmann, Jan Leif
id: '46243'
last_name: Hoffmann
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Gillich E, Hildebrand R, Hoffmann JL, Dörksen H, Lohweg V. Smartphones as
Smart Cameras – Is It Possible? In: BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung
in Der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle
Informationstechnik; 2012.'
apa: Gillich, E., Hildebrand, R., Hoffmann, J. L., Dörksen, H., & Lohweg, V.
(2012). Smartphones as Smart Cameras – Is It Possible? In BVAu 2012 - 3. Jahreskolloquium
“Bildverarbeitung in der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut
für industrielle Informationstechnik.
bjps: Gillich E et al. (2012) Smartphones as Smart Cameras – Is It
Possible? BVAu 2012 - 3. Jahreskolloquium ‘Bildverarbeitung in Der Automation’
Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik.
chicago: Gillich, Eugen, Roland Hildebrand, Jan Leif Hoffmann, Helene Dörksen, and
Volker Lohweg. “Smartphones as Smart Cameras – Is It Possible?” In BVAu 2012
- 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial
IT, Lemgo,. inIT-Institut für industrielle Informationstechnik, 2012.
chicago-de: 'Gillich, Eugen, Roland Hildebrand, Jan Leif Hoffmann, Helene Dörksen
und Volker Lohweg. 2012. Smartphones as Smart Cameras – Is It Possible? In: BVAu
2012 - 3. Jahreskolloquium „Bildverarbeitung in der Automation“ Centrum Industrial
IT, Lemgo,. inIT-Institut für industrielle Informationstechnik.'
din1505-2-1: 'Gillich, Eugen ; Hildebrand, Roland ; Hoffmann,
Jan Leif ; Dörksen, Helene
; Lohweg, Volker: Smartphones as
Smart Cameras – Is It Possible? In: BVAu 2012 - 3. Jahreskolloquium „Bildverarbeitung
in der Automation“ Centrum Industrial IT, Lemgo, : inIT-Institut für industrielle
Informationstechnik, 2012'
havard: 'E. Gillich, R. Hildebrand, J.L. Hoffmann, H. Dörksen, V. Lohweg, Smartphones
as Smart Cameras – Is It Possible?, in: BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung
in Der Automation” Centrum Industrial IT, Lemgo, inIT-Institut für industrielle
Informationstechnik, 2012.'
ieee: E. Gillich, R. Hildebrand, J. L. Hoffmann, H. Dörksen, and V. Lohweg, “Smartphones
as Smart Cameras – Is It Possible?,” in BVAu 2012 - 3. Jahreskolloquium “Bildverarbeitung
in der Automation” Centrum Industrial IT, Lemgo, 2012.
mla: Gillich, Eugen, et al. “Smartphones as Smart Cameras – Is It Possible?” BVAu
2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial
IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.
short: 'E. Gillich, R. Hildebrand, J.L. Hoffmann, H. Dörksen, V. Lohweg, in: BVAu
2012 - 3. Jahreskolloquium “Bildverarbeitung in Der Automation” Centrum Industrial
IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.'
ufg: 'Gillich, Eugen et. al. (2012): Smartphones as Smart Cameras – Is It
Possible?, in: BVAu 2012 - 3. Jahreskolloquium „Bildverarbeitung in der Automation“
Centrum Industrial IT, Lemgo,.'
van: 'Gillich E, Hildebrand R, Hoffmann JL, Dörksen H, Lohweg V. Smartphones as
Smart Cameras – Is It Possible? In: BVAu 2012 - 3 Jahreskolloquium “Bildverarbeitung
in der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle
Informationstechnik; 2012.'
date_created: 2019-12-03T06:56:37Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- smart camera
- smartphones
- banknotes
- authentication
language:
- iso: eng
publication: BVAu 2012 - 3. Jahreskolloquium "Bildverarbeitung in der Automation"
Centrum Industrial IT, Lemgo,
publication_status: published
publisher: inIT-Institut für industrielle Informationstechnik
status: public
title: Smartphones as Smart Cameras – Is It Possible?
type: conference
user_id: '45673'
year: 2012
...