---
_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: '2113'
abstract:
- lang: eng
text: In this paper, we sketch an idea for the integration of singleclass support
vector machines (SVM) into fuzzy class learning. As result,we obtain robust and transparent rule-based fuzzy classification models
suitable for online-classification tasks. In particular, the singleclass SVM is
employed to extend the applicability of convex fuzzy classifica-tion models to
nonconvex datainherent structures. The key point of thisextension is the preservation of the interpretability for both, the classlearning
and the classification process. The feasibility of the approach isdemonstrated
in the context of a banknote authentication application.
author:
- first_name: Arne-Jens
full_name: Hempel, Arne-Jens
last_name: Hempel
- first_name: Holger
full_name: Hähnel, Holger
last_name: Hähnel
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Hempel A-J, Hähnel H, Mönks U, Lohweg V. SVM-integrated Fuzzy Pattern Classification
for Nonconvex Data-Inherent Structures Applied to Banknote Authentication. In:
BVAu 2012 - 3. Jahresolloquium “Bildverarbeitung in Der Automation” Centrum
Industrial IT, Lemgo,. inIT-Institut für industrielle Informationstechnik;
2012.'
apa: Hempel, A.-J., Hähnel, H., Mönks, U., & Lohweg, V. (2012). SVM-integrated
Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures Applied to
Banknote Authentication. In BVAu 2012 - 3. Jahresolloquium “Bildverarbeitung
in der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle
Informationstechnik.
bjps: Hempel A-J et al. (2012) SVM-Integrated Fuzzy Pattern Classification
for Nonconvex Data-Inherent Structures Applied to Banknote Authentication. BVAu
2012 - 3. Jahresolloquium ‘Bildverarbeitung in Der Automation’ Centrum Industrial
IT, Lemgo,. inIT-Institut für industrielle Informationstechnik.
chicago: Hempel, Arne-Jens, Holger Hähnel, Uwe Mönks, and Volker Lohweg. “SVM-Integrated
Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures Applied to
Banknote Authentication.” In BVAu 2012 - 3. Jahresolloquium “Bildverarbeitung
in Der Automation” Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle
Informationstechnik, 2012.
chicago-de: 'Hempel, Arne-Jens, Holger Hähnel, Uwe Mönks und Volker Lohweg. 2012.
SVM-integrated Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures
Applied to Banknote Authentication. In: BVAu 2012 - 3. Jahresolloquium „Bildverarbeitung
in der Automation“ Centrum Industrial IT, Lemgo,. inIT-Institut für industrielle
Informationstechnik.'
din1505-2-1: 'Hempel, Arne-Jens ;
Hähnel, Holger ; Mönks,
Uwe ; Lohweg, Volker: SVM-integrated
Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures Applied to
Banknote Authentication. In: BVAu 2012 - 3. Jahresolloquium „Bildverarbeitung
in der Automation“ Centrum Industrial IT, Lemgo, : inIT-Institut für industrielle
Informationstechnik, 2012'
havard: 'A.-J. Hempel, H. Hähnel, U. Mönks, V. Lohweg, SVM-integrated Fuzzy Pattern
Classification for Nonconvex Data-Inherent Structures Applied to Banknote Authentication,
in: BVAu 2012 - 3. Jahresolloquium “Bildverarbeitung in Der Automation” Centrum
Industrial IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.'
ieee: A.-J. Hempel, H. Hähnel, U. Mönks, and V. Lohweg, “SVM-integrated Fuzzy Pattern
Classification for Nonconvex Data-Inherent Structures Applied to Banknote Authentication,”
in BVAu 2012 - 3. Jahresolloquium “Bildverarbeitung in der Automation” Centrum
Industrial IT, Lemgo, 2012.
mla: Hempel, Arne-Jens, et al. “SVM-Integrated Fuzzy Pattern Classification for
Nonconvex Data-Inherent Structures Applied to Banknote Authentication.” BVAu
2012 - 3. Jahresolloquium “Bildverarbeitung in Der Automation” Centrum Industrial
IT, Lemgo, inIT-Institut für industrielle Informationstechnik, 2012.
short: 'A.-J. Hempel, H. Hähnel, U. Mönks, V. Lohweg, in: BVAu 2012 - 3. Jahresolloquium
“Bildverarbeitung in Der Automation” Centrum Industrial IT, Lemgo, inIT-Institut
für industrielle Informationstechnik, 2012.'
ufg: 'Hempel, Arne-Jens et. al. (2012): SVM-integrated Fuzzy Pattern Classification
for Nonconvex Data-Inherent Structures Applied to Banknote Authentication, in:
BVAu 2012 - 3. Jahresolloquium „Bildverarbeitung in der Automation“ Centrum
Industrial IT, Lemgo,.'
van: 'Hempel A-J, Hähnel H, Mönks U, Lohweg V. SVM-integrated Fuzzy Pattern Classification
for Nonconvex Data-Inherent Structures Applied to Banknote Authentication. In:
BVAu 2012 - 3 Jahresolloquium “Bildverarbeitung in der Automation” Centrum Industrial
IT, Lemgo,. inIT-Institut für industrielle Informationstechnik; 2012.'
date_created: 2019-12-03T06:50:52Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- fuzzy classification
- pattern recognition
- single-class support vector machine
- data mining
language:
- iso: eng
publication: BVAu 2012 - 3. Jahresolloquium "Bildverarbeitung in der Automation" Centrum
Industrial IT, Lemgo,
publisher: inIT-Institut für industrielle Informationstechnik
status: public
title: SVM-integrated Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures
Applied to Banknote Authentication
type: conference
user_id: '45673'
year: 2012
...
---
_id: '2087'
abstract:
- lang: eng
text: It is likely in real-world applications that only little data isavailable
for training a knowledge-based system. We present a method forautomatically training
the knowledge-representing membership functionsof a Fuzzy-Pattern-Classification
system that works also when only littledata is available and the universal set
is described insufficiently. Actually,this paper presents how the Modified-Fuzzy-Pattern-Classifier’s
member-ship functions are trained using probability distribution functions.
author:
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Denis
full_name: Petker, Denis
last_name: Petker
citation:
ama: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
Data Sets. In: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02
July 2010, Dortmund, Germany; 2010.'
apa: Mönks, U., Lohweg, V., & Petker, D. (2010). Fuzzy-Pattern-Classifier Training
with Small Data Sets. In IPMU 2010 - International Conference on Information
Processing and Management of Uncertainty in Knowledge Based Systems. 28 Jun
2010 - 02 July 2010, Dortmund, Germany.
bjps: Mönks U, Lohweg V and Petker D (2010) Fuzzy-Pattern-Classifier Training
with Small Data Sets. IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02
July 2010, Dortmund, Germany.
chicago: Mönks, Uwe, Volker Lohweg, and Denis Petker. “Fuzzy-Pattern-Classifier
Training with Small Data Sets.” In IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems.
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.
chicago-de: 'Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. Fuzzy-Pattern-Classifier
Training with Small Data Sets. In: IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems.
28 Jun 2010 - 02 July 2010, Dortmund, Germany.'
din1505-2-1: 'Mönks, Uwe ; Lohweg,
Volker ; Petker, Denis: Fuzzy-Pattern-Classifier
Training with Small Data Sets. In: IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems :
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010'
havard: 'U. Mönks, V. Lohweg, D. Petker, Fuzzy-Pattern-Classifier Training with
Small Data Sets, in: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July
2010, Dortmund, Germany, 2010.'
ieee: U. Mönks, V. Lohweg, and D. Petker, “Fuzzy-Pattern-Classifier Training with
Small Data Sets,” in IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems, 2010.
mla: Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.”
IPMU 2010 - International Conference on Information Processing and Management
of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund,
Germany, 2010.
short: 'U. Mönks, V. Lohweg, D. Petker, in: IPMU 2010 - International Conference
on Information Processing and Management of Uncertainty in Knowledge Based Systems,
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.'
ufg: 'Mönks, Uwe et. al. (2010): Fuzzy-Pattern-Classifier Training with Small
Data Sets, in: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems.'
van: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
Data Sets. In: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02 July
2010, Dortmund, Germany; 2010.'
date_created: 2019-12-02T08:15:18Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- Fuzzy Logic
- Probability Theory
- Fuzzy-Pattern-Classification
- Machine Learning
- Artificial Intelligence
- Pattern Recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.th-owl.de/init/uploads/tx_initdb/00800426_01.pdf
oa: '1'
publication: IPMU 2010 - International Conference on Information Processing and Management
of Uncertainty in Knowledge Based Systems
publication_status: published
publisher: 28 Jun 2010 - 02 July 2010, Dortmund, Germany
status: public
title: Fuzzy-Pattern-Classifier Training with Small Data Sets
type: conference
user_id: '45673'
year: 2010
...
---
_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
...
---
_id: '2069'
abstract:
- lang: eng
text: 'During printed product manufacturing, measures are taken to ensure a certain
level of printing quality and security via authentification methods. This is particularly true in the field of security printing, where the quality standards, which must
be reached by the end-products, i.e. banknotes, security documents and the like,
are very high. It is accepted, that print defects are generated because printing parameters but also machine parameters will change unnoticed
in production. Therefore, a new concept for a multi-sensory adaptive learning
and classification model based on Fuzzy-Pattern-Classifiers for data inspection, authentification and machine conditioning is proposed. This kind of inspection
concept, which combines optical, acoustical and other machine information, produces
a large amount of data, which leads to multivariate methods for data analysis.
Multivariate methods are useful for analysis of large and complex data sets that consist of many variables measured on large numbers of physical data. A general aim is to improve the known inspection techniques and propose an inspection methodology that can ensure a comprehensive quality control of the printed substrates processed by printing presses, especially printing presses which are designed to process substrates
used in the course of the production of banknotes, security documents and others. '
author:
- first_name: Walter
full_name: Dyck, Walter
last_name: Dyck
- first_name: Thomas
full_name: Türke, Thomas
last_name: Türke
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: Dyck W, Türke T, Schaede J, Lohweg V. A New Concept on Quality Inspection and
Machine Conditioning for Security Prints. Optical Document Security - The 2008
Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International
Publishers and Consultants, San Francisco, CA, USA. 2008.
apa: Dyck, W., Türke, T., Schaede, J., & Lohweg, V. (2008). A New Concept on
Quality Inspection and Machine Conditioning for Security Prints. Optical Document
Security - The 2008 Conference on Optical Security and Counterfeit Deterrence;
Reconnaissance International Publishers and Consultants, San Francisco, CA, USA.
bjps: Dyck W et al. (2008) A New Concept on Quality Inspection and
Machine Conditioning for Security Prints. Optical Document Security - The 2008
Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International
Publishers and Consultants, San Francisco, CA, USA.
chicago: Dyck, Walter, Thomas Türke, Johannes Schaede, and Volker Lohweg. “A New
Concept on Quality Inspection and Machine Conditioning for Security Prints.” Optical
Document Security - The 2008 Conference on Optical Security and Counterfeit Deterrence;
Reconnaissance International Publishers and Consultants, San Francisco, CA, USA,
2008.
chicago-de: Dyck, Walter, Thomas Türke, Johannes Schaede und Volker Lohweg. 2008.
A New Concept on Quality Inspection and Machine Conditioning for Security Prints.
Optical Document Security - The 2008 Conference on Optical Security and Counterfeit
Deterrence; Reconnaissance International Publishers and Consultants, San Francisco,
CA, USA.
din1505-2-1: 'Dyck, Walter ; Türke, Thomas ; Schaede,
Johannes ; Lohweg, Volker:
A New Concept on Quality Inspection and Machine Conditioning for Security Prints.
In: Optical Document Security - The 2008 Conference on Optical Security and
Counterfeit Deterrence; Reconnaissance International Publishers and Consultants,
San Francisco, CA, USA (2008)'
havard: W. Dyck, T. Türke, J. Schaede, V. Lohweg, A New Concept on Quality Inspection
and Machine Conditioning for Security Prints, Optical Document Security - The
2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance
International Publishers and Consultants, San Francisco, CA, USA. (2008).
ieee: W. Dyck, T. Türke, J. Schaede, and V. Lohweg, “A New Concept on Quality Inspection
and Machine Conditioning for Security Prints,” Optical Document Security -
The 2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance
International Publishers and Consultants, San Francisco, CA, USA, 2008.
mla: Dyck, Walter, et al. “A New Concept on Quality Inspection and Machine Conditioning
for Security Prints.” Optical Document Security - The 2008 Conference on Optical
Security and Counterfeit Deterrence; Reconnaissance International Publishers and
Consultants, San Francisco, CA, USA, 2008.
short: W. Dyck, T. Türke, J. Schaede, V. Lohweg, Optical Document Security - The
2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance
International Publishers and Consultants, San Francisco, CA, USA (2008).
ufg: 'Dyck, Walter et. al. (2008): A New Concept on Quality Inspection and
Machine Conditioning for Security Prints, in: Optical Document Security - The
2008 Conference on Optical Security and Counterfeit Deterrence; Reconnaissance
International Publishers and Consultants, San Francisco, CA, USA.'
van: Dyck W, Türke T, Schaede J, Lohweg V. A New Concept on Quality Inspection and
Machine Conditioning for Security Prints. Optical Document Security - The 2008
Conference on Optical Security and Counterfeit Deterrence; Reconnaissance International
Publishers and Consultants, San Francisco, CA, USA. 2008;
date_created: 2019-11-29T14:02:12Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- authentification
- anti-counterfeit features
- inspection
- quality
- sensor fusion
- pattern recognition
language:
- iso: eng
publication: Optical Document Security - The 2008 Conference on Optical Security and
Counterfeit Deterrence; Reconnaissance International Publishers and Consultants,
San Francisco, CA, USA
status: public
title: A New Concept on Quality Inspection and Machine Conditioning for Security Prints
type: journal_article
user_id: '45673'
year: 2008
...
---
_id: '2058'
abstract:
- lang: eng
text: Nonlinear spatial transforms and fuzzy pattern classification with unimodal
potential functions are established in signal processing. They have proved to
be excellent tools in feature extraction and classification. In this paper we
present a hardware accelerated image processing and classification scheme for
rotation and translation tolerant two-dimensional pattern recognition, which is
based on one-dimensional nonlinear discrete circular transforms. However, the
scheme is simple; it is stable and therefore well suited for industrial applications.
An implementation on one field programmable gate array (FPGA) is proposed.
author:
- first_name: Tobias
full_name: Henke, Tobias
last_name: Henke
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition.
In: IEEE International Conference On Image Processing (ICIP), Proceedings.
Genova: IEEE; 2005:349-352. doi:
10.1109/ICIP.2005.1529759'
apa: 'Henke, T., & Lohweg, V. (2005). A Simplified Scheme For Hardware-Based
Pattern Recognition. In IEEE International Conference On Image Processing (ICIP),
Proceedings (pp. 349–352). Genova: IEEE. https://doi.org/
10.1109/ICIP.2005.1529759'
bjps: 'Henke T and Lohweg V (2005) A Simplified Scheme For Hardware-Based
Pattern Recognition. IEEE International Conference On Image Processing (ICIP),
Proceedings. Genova: IEEE, pp. 349–352.'
chicago: 'Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based
Pattern Recognition.” In IEEE International Conference On Image Processing
(ICIP), Proceedings, 349–52. Genova: IEEE, 2005. https://doi.org/ 10.1109/ICIP.2005.1529759.'
chicago-de: 'Henke, Tobias und Volker Lohweg. 2005. A Simplified Scheme For Hardware-Based
Pattern Recognition. In: IEEE International Conference On Image Processing
(ICIP), Proceedings, 349–352. Genova: IEEE. doi: 10.1109/ICIP.2005.1529759, .'
din1505-2-1: 'Henke, Tobias ; Lohweg, Volker: A Simplified Scheme For
Hardware-Based Pattern Recognition. In: IEEE International Conference On Image
Processing (ICIP), Proceedings. Genova : IEEE, 2005, S. 349–352'
havard: 'T. Henke, V. Lohweg, A Simplified Scheme For Hardware-Based Pattern Recognition,
in: IEEE International Conference On Image Processing (ICIP), Proceedings, IEEE,
Genova, 2005: pp. 349–352.'
ieee: T. Henke and V. Lohweg, “A Simplified Scheme For Hardware-Based Pattern Recognition,”
in IEEE International Conference On Image Processing (ICIP), Proceedings,
2005, pp. 349–352.
mla: Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based Pattern
Recognition.” IEEE International Conference On Image Processing (ICIP), Proceedings,
IEEE, 2005, pp. 349–52, doi:
10.1109/ICIP.2005.1529759.
short: 'T. Henke, V. Lohweg, in: IEEE International Conference On Image Processing
(ICIP), Proceedings, IEEE, Genova, 2005, pp. 349–352.'
ufg: 'Henke, Tobias/Lohweg, Volker (2005): A Simplified Scheme For Hardware-Based
Pattern Recognition, in: IEEE International Conference On Image Processing
(ICIP), Proceedings, Genova, S. 349–352.'
van: 'Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition.
In: IEEE International Conference On Image Processing (ICIP), Proceedings. Genova:
IEEE; 2005. p. 349–52.'
date_created: 2019-11-29T13:17:49Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: ' 10.1109/ICIP.2005.1529759'
keyword:
- Pattern recognition
- Field programmable gate arrays
- Neural networks
- Image processing
- Discrete transforms
- Signal processing
- Image retrieval
- Image recognition
- Transient analysis
- Fuzzy systems
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1529759
page: 349 - 352
place: Genova
publication: IEEE International Conference On Image Processing (ICIP), Proceedings
publication_identifier:
eissn:
- '2381-8549 '
isbn:
- 0-7803-9134-9
issn:
- '1522-4880 '
publication_status: published
publisher: IEEE
status: public
title: A Simplified Scheme For Hardware-Based Pattern Recognition
type: conference
user_id: '45673'
year: 2005
...
---
_id: '2056'
abstract:
- lang: eng
text: Nonlinear spatial transforms and fuzzy pattern classification with unimodal
potential functions are established in signal processing. They have proved to
be excellent tools in feature extraction and classification. In this paper, we
will present a hardware-accelerated image processing and classification system
which is implemented on one field-programmable gate array (FPGA). Nonlinear discrete
circular transforms generate a feature vector. The features are analyzed by a
fuzzy classifier. This principle can be used for feature extraction, pattern recognition,
and classification tasks. Implementation in radix-2 structures is possible, allowing
fast calculations with a computational complexity of up to. Furthermore, the pattern
separability properties of these transforms are better than those achieved with
the well-known method based on the power spectrum of the Fourier Transform, or
on several other transforms. Using different signal flow structures, the transforms
can be adapted to different image and signal processing applications.
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Carsten
full_name: Diederichs, Carsten
id: '44209'
last_name: Diederichs
- first_name: Dietmar
full_name: Müller, Dietmar
last_name: Müller
citation:
ama: 'Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition.
EURASIP journal on applied signal processing : a publication of the European
Association for Speech, Signal, and Image Processing . 2004;12(1):1912-1920.
doi:https://doi.org/10.1155/S1110865704404247'
apa: 'Lohweg, V., Diederichs, C., & Müller, D. (2004). Algorithms for Hardware-Based
Pattern Recognition. EURASIP Journal on Applied Signal Processing : A Publication
of the European Association for Speech, Signal, and Image Processing , 12(1),
1912–1920. https://doi.org/10.1155/S1110865704404247'
bjps: 'Lohweg V, Diederichs C and Müller D (2004) Algorithms for Hardware-Based
Pattern Recognition. EURASIP journal on applied signal processing : a publication
of the European Association for Speech, Signal, and Image Processing 12,
1912–1920.'
chicago: 'Lohweg, Volker, Carsten Diederichs, and Dietmar Müller. “Algorithms for
Hardware-Based Pattern Recognition.” EURASIP Journal on Applied Signal Processing :
A Publication of the European Association for Speech, Signal, and Image Processing
12, no. 1 (2004): 1912–20. https://doi.org/10.1155/S1110865704404247.'
chicago-de: 'Lohweg, Volker, Carsten Diederichs und Dietmar Müller. 2004. Algorithms
for Hardware-Based Pattern Recognition. EURASIP journal on applied signal processing :
a publication of the European Association for Speech, Signal, and Image Processing
12, Nr. 1: 1912–1920. doi:https://doi.org/10.1155/S1110865704404247,
.'
din1505-2-1: 'Lohweg, Volker ; Diederichs, Carsten ; Müller,
Dietmar: Algorithms for Hardware-Based Pattern Recognition. In: EURASIP
journal on applied signal processing : a publication of the European Association
for Speech, Signal, and Image Processing Bd. 12. Akron, Ohio, Hindawi Publ.
(2004), Nr. 1, S. 1912–1920'
havard: 'V. Lohweg, C. Diederichs, D. Müller, Algorithms for Hardware-Based Pattern
Recognition, EURASIP Journal on Applied Signal Processing : A Publication of the
European Association for Speech, Signal, and Image Processing . 12 (2004) 1912–1920.'
ieee: 'V. Lohweg, C. Diederichs, and D. Müller, “Algorithms for Hardware-Based Pattern
Recognition,” EURASIP journal on applied signal processing : a publication
of the European Association for Speech, Signal, and Image Processing , vol.
12, no. 1, pp. 1912–1920, 2004.'
mla: 'Lohweg, Volker, et al. “Algorithms for Hardware-Based Pattern Recognition.”
EURASIP Journal on Applied Signal Processing : A Publication of the European
Association for Speech, Signal, and Image Processing , vol. 12, no. 1, Hindawi
Publ., 2004, pp. 1912–20, doi:https://doi.org/10.1155/S1110865704404247.'
short: 'V. Lohweg, C. Diederichs, D. Müller, EURASIP Journal on Applied Signal Processing :
A Publication of the European Association for Speech, Signal, and Image Processing 12
(2004) 1912–1920.'
ufg: 'Lohweg, Volker et. al. (2004): Algorithms for Hardware-Based Pattern
Recognition, in: EURASIP journal on applied signal processing : a publication
of the European Association for Speech, Signal, and Image Processing 12
(1), S. 1912–1920.'
van: 'Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition.
EURASIP journal on applied signal processing : a publication of the European Association
for Speech, Signal, and Image Processing . 2004;12(1):1912–20.'
date_created: 2019-11-29T13:09:05Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1155/S1110865704404247
intvolume: ' 12'
issue: '1'
keyword:
- image processing
- nonlinear circular transforms
- feature extraction
- fuzzy pattern recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865704404247
oa: '1'
page: 1912-1920
place: Akron, Ohio
publication: 'EURASIP journal on applied signal processing : a publication of the
European Association for Speech, Signal, and Image Processing '
publication_identifier:
issn:
- '1110-8657 '
publication_status: published
publisher: Hindawi Publ.
status: public
title: Algorithms for Hardware-Based Pattern Recognition
type: journal_article
user_id: '15514'
volume: 12
year: 2004
...