---
_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
...
---
_id: '2082'
abstract:
- lang: eng
text: A robust vision system for the counterfeit detection of bank ATM keyboards
is presented. The approach is based on the continuous inspection of a keyboard
surface by the authenticity verification of coded covert surface features. For
the surface coding suitable visual patterns on the keyboard are selected while
considering constraints from the visual imperceptibility, robustness and geometrical
disturbances to be encountered from the aging effects. The system’s robustness
against varying camera-keyboard distances, lighting conditions and dirt-and-scratches
effects is investigated. Finally, a demonstrator working in real-time is developed
in order to publicly demonstrate the surface authentication process.
author:
- first_name: Taswar
full_name: Iqbal, Taswar
last_name: Iqbal
- first_name: Dinh Khoi
full_name: Le, Dinh Khoi
last_name: Le
- first_name: Michael
full_name: Nolte, Michael
last_name: Nolte
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection
for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation
. In: 32nd Annual Conference on Artificial Intelligence Paderborn | September
15 – 18, 2009, Accepted for Publication. Vol 5803. Lecture Notes in Computer
Science. Berlin: Springer; 2009:347-354. doi:https://doi.org/10.1007/978-3-642-04617-9_44'
apa: 'Iqbal, T., Le, D. K., Nolte, M., & Lohweg, V. (2009). Human Perception
Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial
Intelligence and Automation . In 32nd Annual Conference on Artificial Intelligence
Paderborn | September 15 – 18, 2009, accepted for Publication (Vol. 5803,
pp. 347–354). Berlin: Springer. https://doi.org/10.1007/978-3-642-04617-9_44'
bjps: 'Iqbal T et al. (2009) Human Perception Based Counterfeit Detection
for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation
. 32nd Annual Conference on Artificial Intelligence Paderborn | September 15
– 18, 2009, Accepted for Publication, vol. 5803. Berlin: Springer, pp. 347–354.'
chicago: 'Iqbal, Taswar, Dinh Khoi Le, Michael Nolte, and Volker Lohweg. “Human
Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009,
Artificial Intelligence and Automation .” In 32nd Annual Conference on Artificial
Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication,
5803:347–54. Lecture Notes in Computer Science. Berlin: Springer, 2009. https://doi.org/10.1007/978-3-642-04617-9_44.'
chicago-de: 'Iqbal, Taswar, Dinh Khoi Le, Michael Nolte und Volker Lohweg. 2009.
Human Perception Based Counterfeit Detection for Automated Teller Machines, KI
2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on
Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication,
5803:347–354. Lecture Notes in Computer Science. Berlin: Springer. doi:https://doi.org/10.1007/978-3-642-04617-9_44,
.'
din1505-2-1: 'Iqbal, Taswar ; Le, Dinh Khoi ; Nolte,
Michael ; Lohweg, Volker:
Human Perception Based Counterfeit Detection for Automated Teller Machines, KI
2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on
Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication,
Lecture Notes in Computer Science. Bd. 5803. Berlin : Springer, 2009, S. 347–354'
havard: 'T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, Human Perception Based Counterfeit
Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and
Automation , in: 32nd Annual Conference on Artificial Intelligence Paderborn |
September 15 – 18, 2009, Accepted for Publication, Springer, Berlin, 2009: pp.
347–354.'
ieee: T. Iqbal, D. K. Le, M. Nolte, and V. Lohweg, “Human Perception Based Counterfeit
Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and
Automation ,” in 32nd Annual Conference on Artificial Intelligence Paderborn
| September 15 – 18, 2009, accepted for Publication, 2009, vol. 5803, pp.
347–354.
mla: Iqbal, Taswar, et al. “Human Perception Based Counterfeit Detection for Automated
Teller Machines, KI 2009, Artificial Intelligence and Automation .” 32nd Annual
Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted
for Publication, vol. 5803, Springer, 2009, pp. 347–54, doi:https://doi.org/10.1007/978-3-642-04617-9_44.
short: 'T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, in: 32nd Annual Conference on Artificial
Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, Springer,
Berlin, 2009, pp. 347–354.'
ufg: 'Iqbal, Taswar et. al. (2009): Human Perception Based Counterfeit Detection
for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation
, in: 32nd Annual Conference on Artificial Intelligence Paderborn | September
15 – 18, 2009, accepted for Publication (=Lecture Notes in Computer Science
5803), Berlin, S. 347–354.'
van: 'Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection
for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation
. In: 32nd Annual Conference on Artificial Intelligence Paderborn | September
15 – 18, 2009, accepted for Publication. Berlin: Springer; 2009. p. 347–54. (Lecture
Notes in Computer Science; vol. 5803).'
date_created: 2019-11-29T14:54:54Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1007/978-3-642-04617-9_44
intvolume: ' 5803'
keyword:
- ATMs
- human perception
- counterfeit resistance
- digital authentication
- surface coding
- pattern recognition
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-642-04617-9_44
page: 347-354
place: Berlin
publication: 32nd Annual Conference on Artificial Intelligence Paderborn | September
15 – 18, 2009, accepted for Publication
publication_identifier:
eisbn:
- 978-3-642-04617-9
isbn:
- 978-3-642-04616-2
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: 'Human Perception Based Counterfeit Detection for Automated Teller Machines,
KI 2009, Artificial Intelligence and Automation '
type: conference
user_id: '45673'
volume: 5803
year: 2009
...