---
_id: '1991'
author:
- first_name: Mark
full_name: Funk, Mark
id: '52473'
last_name: Funk
- first_name: Matthias
full_name: Scharf, Matthias
id: '65179'
last_name: Scharf
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Hans-Jürgen
full_name: Danneel, Hans-Jürgen
id: '12231'
last_name: Danneel
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Michael
full_name: Hübner, Michael
last_name: Hübner
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Rob
full_name: Stierman, Rob
last_name: Stierman
- first_name: Alexander
full_name: Knobloch, Alexander
last_name: Knobloch
- first_name: Dinh Khoi
full_name: Le, Dinh Khoi
last_name: Le
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
citation:
ama: 'Funk M, Scharf M, Dörksen H, et al. Creating a Self-authentication System
for Smart Banknotes. In: ODS 2020 Review. ; 2020.'
apa: Funk, M., Scharf, M., Dörksen, H., Danneel, H.-J., Lohweg, V., Hübner, M.,
Schaede, J., Stierman, R., Knobloch, A., Le, D. K., Gillich, E., & Mönks,
U. (2020). Creating a Self-authentication System for Smart Banknotes. ODS 2020
Review.
bjps: Funk M et al. (2020) Creating a Self-Authentication System for
Smart Banknotes. ODS 2020 Review. San Francisco, USA.
chicago: Funk, Mark, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Volker
Lohweg, Michael Hübner, Johannes Schaede, et al. “Creating a Self-Authentication
System for Smart Banknotes.” In ODS 2020 Review. San Francisco, USA., 2020.
chicago-de: 'Funk, Mark, Matthias Scharf, Helene Dörksen, Hans-Jürgen Danneel, Volker
Lohweg, Michael Hübner, Johannes Schaede, u. a. 2020. Creating a Self-authentication
System for Smart Banknotes. In: ODS 2020 Review. San Francisco, USA.'
din1505-2-1: 'Funk,
Mark ; Scharf, Matthias ;
Dörksen, Helene ; Danneel,
Hans-Jürgen ; Lohweg, Volker
; Hübner, Michael ; Schaede,
Johannes ; Stierman, Rob
; u. a.: Creating a Self-authentication System for Smart Banknotes. In:
ODS 2020 Review. San Francisco, USA., 2020'
havard: 'M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, V. Lohweg, M. Hübner, J.
Schaede, R. Stierman, A. Knobloch, D.K. Le, E. Gillich, U. Mönks, Creating a Self-authentication
System for Smart Banknotes, in: ODS 2020 Review, San Francisco, USA., 2020.'
ieee: M. Funk et al., “Creating a Self-authentication System for Smart Banknotes,”
San Francisco, 2020.
mla: Funk, Mark, et al. “Creating a Self-Authentication System for Smart Banknotes.”
ODS 2020 Review, 2020.
short: 'M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, V. Lohweg, M. Hübner, J.
Schaede, R. Stierman, A. Knobloch, D.K. Le, E. Gillich, U. Mönks, in: ODS 2020
Review, San Francisco, USA., 2020.'
ufg: 'Funk, Mark u. a.: Creating a Self-authentication System for Smart Banknotes,
in: o. Hg.: ODS 2020 Review, San Francisco, USA. 2020.'
van: 'Funk M, Scharf M, Dörksen H, Danneel HJ, Lohweg V, Hübner M, et al. Creating
a Self-authentication System for Smart Banknotes. In: ODS 2020 Review. San Francisco,
USA.; 2020.'
conference:
end_date: 2020-01-31
location: San Francisco
start_date: 2020-01-29
date_created: 2019-11-22T12:51:11Z
date_updated: 2024-05-17T13:23:21Z
department:
- _id: DEP5023
- _id: DEP4027
language:
- iso: eng
main_file_link:
- url: https://opticaldigitalsecurity.com/downloads
place: San Francisco, USA.
publication: ODS 2020 Review
publication_status: published
status: public
title: Creating a Self-authentication System for Smart Banknotes
type: conference
user_id: '83781'
year: '2020'
...
---
_id: '1996'
abstract:
- lang: eng
text: Intelligent technical systems need to become more flexible and adaptive in
the context of Cyber-Physical-Systems and Industry 4.0. Cash supply is very important
for the worldwide economy. Within the supply chain, handling processes are highly
automated, e.g., automated teller machines are installed to ensure an efficient
and reliable cash supply. Recently, there is a trend in automated cash handling
systems to replace the cash cassettes for each denomination by a simple pitch-in-plastic-bag
for all banknotes. This necessitates new automated handling approaches because
the bag content will unload irregularly. We propose a new approach which is able
to detect the pose and possible occlusions of randomly distributed textured banknotes
with simple smartphone cameras. This information can be used to control a handling
robot-picking out banknotes.
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Alexander
full_name: Fritze, Alexander
last_name: Fritze
- first_name: Kai-Fabian
full_name: Henning, Kai-Fabian
id: '44017'
last_name: Henning
- first_name: Anton
full_name: Pfeifer, Anton
id: '52097'
last_name: Pfeifer
- 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, Fritze A, Henning K-F, Pfeifer A, Dörksen H, Lohweg V. Camera-based
Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum
on Research and Technologies for Society and Industry. Firenze, Italy; 2019.'
apa: Gillich, E., Fritze, A., Henning, K.-F., Pfeifer, A., Dörksen, H., & Lohweg,
V. (2019). Camera-based Occlusion Detection for Banknote Sorting. In 5th IEEE
International Forum on Research and Technologies for Society and Industry.
Firenze, Italy.
bjps: Gillich E et al. (2019) Camera-Based Occlusion Detection for
Banknote Sorting. 5th IEEE International Forum on Research and Technologies
for Society and Industry. Firenze, Italy.
chicago: Gillich, Eugen, Alexander Fritze, Kai-Fabian Henning, Anton Pfeifer, Helene
Dörksen, and Volker Lohweg. “Camera-Based Occlusion Detection for Banknote Sorting.”
In 5th IEEE International Forum on Research and Technologies for Society and
Industry. Firenze, Italy, 2019.
chicago-de: 'Gillich, Eugen, Alexander Fritze, Kai-Fabian Henning, Anton Pfeifer,
Helene Dörksen und Volker Lohweg. 2019. Camera-based Occlusion Detection for Banknote
Sorting. In: 5th IEEE International Forum on Research and Technologies for
Society and Industry. Firenze, Italy.'
din1505-2-1: 'Gillich, Eugen ; Fritze, Alexander ; Henning,
Kai-Fabian ; Pfeifer, Anton
; Dörksen, Helene ; Lohweg,
Volker: Camera-based Occlusion Detection for Banknote Sorting. In: 5th
IEEE International Forum on Research and Technologies for Society and Industry.
Firenze, Italy, 2019'
havard: 'E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, V. Lohweg,
Camera-based Occlusion Detection for Banknote Sorting, in: 5th IEEE International
Forum on Research and Technologies for Society and Industry, Firenze, Italy, 2019.'
ieee: E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, and V. Lohweg,
“Camera-based Occlusion Detection for Banknote Sorting,” in 5th IEEE International
Forum on Research and Technologies for Society and Industry, 2019.
mla: Gillich, Eugen, et al. “Camera-Based Occlusion Detection for Banknote Sorting.”
5th IEEE International Forum on Research and Technologies for Society and Industry,
2019.
short: 'E. Gillich, A. Fritze, K.-F. Henning, A. Pfeifer, H. Dörksen, V. Lohweg,
in: 5th IEEE International Forum on Research and Technologies for Society and
Industry, Firenze, Italy, 2019.'
ufg: 'Gillich, Eugen et. al. (2019): Camera-based Occlusion Detection for
Banknote Sorting, in: 5th IEEE International Forum on Research and Technologies
for Society and Industry, Firenze, Italy.'
van: 'Gillich E, Fritze A, Henning K-F, Pfeifer A, Dörksen H, Lohweg V. Camera-based
Occlusion Detection for Banknote Sorting. In: 5th IEEE International Forum on
Research and Technologies for Society and Industry. Firenze, Italy; 2019.'
date_created: 2019-11-22T12:51:17Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
place: Firenze, Italy
publication: 5th IEEE International Forum on Research and Technologies for Society
and Industry
status: public
title: Camera-based Occlusion Detection for Banknote Sorting
type: conference
user_id: '74004'
year: 2019
...
---
_id: '2011'
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Mark
full_name: Funk, Mark
id: '52473'
last_name: Funk
- first_name: Matthias
full_name: Scharf, Matthias
id: '65179'
last_name: Scharf
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Hans-Jürgen
full_name: Danneel, Hans-Jürgen
id: '12231'
last_name: Danneel
- first_name: Michael
full_name: Hübner, Michael
last_name: Hübner
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Emmanuel
full_name: Thony, Emmanuel
last_name: Thony
- first_name: Alexander
full_name: Knobloch, Alexander
last_name: Knobloch
- first_name: Dinh Khoi
full_name: Lee, Dinh Khoi
last_name: Lee
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
citation:
ama: 'Lohweg V, Funk M, Scharf M, et al. smartBN—Intelligent Protection and Authentication
in Payment Transactions by Smart Banknotes. In: Optical Document Security -
The Conference on Optical Security and Counterfeit Detection XII San Francisco.'
apa: Lohweg, V., Funk, M., Scharf, M., Dörksen, H., Danneel, H.-J., Hübner, M.,
Schaede, J., Thony, E., Knobloch, A., Lee, D. K., Mönks, U., & Gillich, E.
(n.d.). smartBN—Intelligent Protection and Authentication in Payment Transactions
by Smart Banknotes. Optical Document Security - The Conference on Optical Security
and Counterfeit Detection XII San Francisco. XII. Optical Document Security
(ODS)Conference, San Francisco, USA.
bjps: Lohweg V et al. (n.d.) SmartBN—Intelligent Protection and Authentication
in Payment Transactions by Smart Banknotes. Optical Document Security - The
Conference on Optical Security and Counterfeit Detection XII San Francisco. CA,
USA.
chicago: Lohweg, Volker, Mark Funk, Matthias Scharf, Helene Dörksen, Hans-Jürgen
Danneel, Michael Hübner, Johannes Schaede, et al. “SmartBN—Intelligent Protection
and Authentication in Payment Transactions by Smart Banknotes.” In Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
XII San Francisco. CA, USA, n.d.
chicago-de: 'Lohweg, Volker, Mark Funk, Matthias Scharf, Helene Dörksen, Hans-Jürgen
Danneel, Michael Hübner, Johannes Schaede, u. a. smartBN—Intelligent Protection
and Authentication in Payment Transactions by Smart Banknotes. In: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
XII San Francisco. CA, USA.'
din1505-2-1: 'Lohweg,
Volker ; Funk, Mark ; Scharf, Matthias ; Dörksen,
Helene ; Danneel, Hans-Jürgen
; Hübner, Michael ; Schaede,
Johannes ; Thony, Emmanuel
; u. a.: smartBN—Intelligent Protection and Authentication in Payment Transactions
by Smart Banknotes. In: Optical Document Security - The Conference on Optical
Security and Counterfeit Detection XII San Francisco. CA, USA'
havard: 'V. Lohweg, M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, M. Hübner, J.
Schaede, E. Thony, A. Knobloch, D.K. Lee, U. Mönks, E. Gillich, smartBN—Intelligent
Protection and Authentication in Payment Transactions by Smart Banknotes, in:
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection XII San Francisco, CA, USA, n.d.'
ieee: V. Lohweg et al., “smartBN—Intelligent Protection and Authentication
in Payment Transactions by Smart Banknotes,” presented at the XII. Optical Document
Security (ODS)Conference, San Francisco, USA.
mla: Lohweg, Volker, et al. “SmartBN—Intelligent Protection and Authentication in
Payment Transactions by Smart Banknotes.” Optical Document Security - The Conference
on Optical Security and Counterfeit Detection XII San Francisco.
short: 'V. Lohweg, M. Funk, M. Scharf, H. Dörksen, H.-J. Danneel, M. Hübner, J.
Schaede, E. Thony, A. Knobloch, D.K. Lee, U. Mönks, E. Gillich, in: Optical Document
Security - The Conference on Optical Security and Counterfeit Detection XII San
Francisco, CA, USA, n.d.'
ufg: 'Lohweg, Volker u. a.: smartBN—Intelligent Protection and Authentication
in Payment Transactions by Smart Banknotes, in: o. Hg.: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection XII San Francisco, CA,
USA o. J.'
van: 'Lohweg V, Funk M, Scharf M, Dörksen H, Danneel HJ, Hübner M, et al. smartBN—Intelligent
Protection and Authentication in Payment Transactions by Smart Banknotes. In:
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection XII San Francisco. CA, USA;'
conference:
end_date: 2018-01-31
location: San Francisco, USA
name: XII. Optical Document Security (ODS)Conference
start_date: 2018-01-29
date_created: 2019-11-25T08:35:52Z
date_updated: 2024-05-17T13:04:57Z
department:
- _id: DEP5023
- _id: DEP4027
language:
- iso: eng
place: ' CA, USA'
publication: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection XII San Francisco
publication_status: submitted
status: public
title: smartBN—Intelligent Protection and Authentication in Payment Transactions by
Smart Banknotes
type: conference
user_id: '83781'
year: '2018'
...
---
_id: '2039'
abstract:
- lang: eng
text: In this paper an advanced approach for Intaglio quality control is presented. In
the first step, the essential informationabout the printing process, research
objects and measurement setup is provided. Following, the mathematical approachbased
on image processing methods is described which imitates the printers manner to
examine the optical characteristicsof Intaglio prints. The main focus is the
early recognition of tending quality deviations to be able to support the printerthrough
recommendations on readjustments of the machine settings. Therefore, specific
key values are generated whichdescribe the prints overall quality, regarding its
optical characteristics and the occurrence of printing flaws. The resultsshown
at the end encourage extended developments.
author:
- first_name: Mark
full_name: Funk, Mark
id: '52473'
last_name: Funk
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Thomas
full_name: Türke, Thomas
last_name: Türke
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Funk M, Gillich E, Türke T, Lohweg V. Intaglio Quality Measurement. In: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V. San Francisco, CA, USA ; 2016.'
apa: Funk, M., Gillich, E., Türke, T., & Lohweg, V. (2016). Intaglio Quality
Measurement. In Optical Document Security - The Conference on Optical Security
and Counterfeit Detection V. San Francisco, CA, USA .
bjps: Funk M et al. (2016) Intaglio Quality Measurement. Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V. San Francisco, CA, USA .
chicago: Funk, Mark, Eugen Gillich, Thomas Türke, and Volker Lohweg. “Intaglio Quality
Measurement.” In Optical Document Security - The Conference on Optical Security
and Counterfeit Detection V. San Francisco, CA, USA , 2016.
chicago-de: 'Funk, Mark, Eugen Gillich, Thomas Türke und Volker Lohweg. 2016. Intaglio
Quality Measurement. In: Optical Document Security - The Conference on Optical
Security and Counterfeit Detection V. San Francisco, CA, USA .'
din1505-2-1: 'Funk, Mark ; Gillich,
Eugen ; Türke, Thomas ; Lohweg, Volker: Intaglio Quality Measurement.
In: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V. San Francisco, CA, USA , 2016'
havard: 'M. Funk, E. Gillich, T. Türke, V. Lohweg, Intaglio Quality Measurement,
in: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V, San Francisco, CA, USA , 2016.'
ieee: M. Funk, E. Gillich, T. Türke, and V. Lohweg, “Intaglio Quality Measurement,”
in Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V, 2016.
mla: Funk, Mark, et al. “Intaglio Quality Measurement.” Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V, 2016.
short: 'M. Funk, E. Gillich, T. Türke, V. Lohweg, in: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V, San Francisco,
CA, USA , 2016.'
ufg: 'Funk, Mark et. al. (2016): Intaglio Quality Measurement, in: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V, San Francisco, CA, USA .'
van: 'Funk M, Gillich E, Türke T, Lohweg V. Intaglio Quality Measurement. In: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V. San Francisco, CA, USA ; 2016.'
date_created: 2019-11-26T14:43:19Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
place: 'San Francisco, CA, USA '
publication: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V
status: public
title: Intaglio Quality Measurement
type: conference
user_id: '74004'
year: 2016
...
---
_id: '2040'
abstract:
- lang: eng
text: 'Banknote authentication plays a fundamental role in banknote circulation.
Banknotes undergo some major changes in thenext years because electronic payment
systems will get more common which will change the user behaviour. Furthermore,technologies
of counterfeiters will improve progressively and continuously. We propose a
two-sage procedure for theeffective development for the design of simple electronics
for cash handliung systems: First, we establish a high qualityimage acquisition
system which allows for a consistent image capture quality and is able to handle
complex softwarealgorithms for banknote authentication. Second, we take the algorithms
and port them on cost-efficient hardware. It isshown in this paper that a reliable
authentication of almost each banknote is possible for to specialised low-cost
systemssuch as point-of-sale cash units.'
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- 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
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
citation:
ama: 'Gillich E, Hoffmann JL, Dörksen H, Lohweg V, Schaede J. Data Collection Unit
– A Platform for Printing Process Authentication. In: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V. San Francisco,
CA, USA ; 2016.'
apa: Gillich, E., Hoffmann, J. L., Dörksen, H., Lohweg, V., & Schaede, J. (2016).
Data Collection Unit – A Platform for Printing Process Authentication. In Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V. San Francisco, CA, USA .
bjps: Gillich E et al. (2016) Data Collection Unit – A Platform for
Printing Process Authentication. Optical Document Security - The Conference
on Optical Security and Counterfeit Detection V. San Francisco, CA, USA .
chicago: Gillich, Eugen, Jan Leif Hoffmann, Helene Dörksen, Volker Lohweg, and Johannes
Schaede. “Data Collection Unit – A Platform for Printing Process Authentication.”
In Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V. San Francisco, CA, USA , 2016.
chicago-de: 'Gillich, Eugen, Jan Leif Hoffmann, Helene Dörksen, Volker Lohweg und
Johannes Schaede. 2016. Data Collection Unit – A Platform for Printing Process
Authentication. In: Optical Document Security - The Conference on Optical Security
and Counterfeit Detection V. San Francisco, CA, USA .'
din1505-2-1: 'Gillich, Eugen ; Hoffmann, Jan Leif ; Dörksen,
Helene ; Lohweg, Volker ;
Schaede, Johannes: Data Collection
Unit – A Platform for Printing Process Authentication. In: Optical Document
Security - The Conference on Optical Security and Counterfeit Detection V.
San Francisco, CA, USA , 2016'
havard: 'E. Gillich, J.L. Hoffmann, H. Dörksen, V. Lohweg, J. Schaede, Data Collection
Unit – A Platform for Printing Process Authentication, in: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V, San Francisco,
CA, USA , 2016.'
ieee: E. Gillich, J. L. Hoffmann, H. Dörksen, V. Lohweg, and J. Schaede, “Data Collection
Unit – A Platform for Printing Process Authentication,” in Optical Document
Security - The Conference on Optical Security and Counterfeit Detection V,
2016.
mla: Gillich, Eugen, et al. “Data Collection Unit – A Platform for Printing Process
Authentication.” Optical Document Security - The Conference on Optical Security
and Counterfeit Detection V, 2016.
short: 'E. Gillich, J.L. Hoffmann, H. Dörksen, V. Lohweg, J. Schaede, in: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V, San Francisco, CA, USA , 2016.'
ufg: 'Gillich, Eugen et. al. (2016): Data Collection Unit – A Platform for
Printing Process Authentication, in: Optical Document Security - The Conference
on Optical Security and Counterfeit Detection V, San Francisco, CA, USA .'
van: 'Gillich E, Hoffmann JL, Dörksen H, Lohweg V, Schaede J. Data Collection Unit
– A Platform for Printing Process Authentication. In: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V. San Francisco,
CA, USA ; 2016.'
date_created: 2019-11-26T14:43:20Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
place: 'San Francisco, CA, USA '
publication: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V
status: public
title: Data Collection Unit – A Platform for Printing Process Authentication
type: conference
user_id: '74004'
year: 2016
...
---
_id: '2042'
abstract:
- lang: eng
text: Today, a major part of counterfeits is produced by commercial offset printing
machines. The counterfeiters use mainlyraster printing (rosette printing). Our
approach aims at analysing the banknotes for the presence of commercial printingprocedures
by means of intrinsic features. For this purpose, the images are analysed in
view to periodic printing patternsby means of the Discrete Fourier Transformation
(DFT). The typical raster frequencies are detected. The rosette pattern isseparated
by suppression of the remaining image frequencies and the subsequent back-transformation.
author:
- first_name: Anton
full_name: Pfeifer, Anton
id: '52097'
last_name: Pfeifer
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
citation:
ama: 'Pfeifer A, Gillich E, Lohweg V, Schaede J. Detection of Commercial Offset
Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference
on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.'
apa: Pfeifer, A., Gillich, E., Lohweg, V., & Schaede, J. (2016). Detection of
Commercial Offset Printing in Counterfeited Banknotes. In Optical Document
Security - The Conference on Optical Security and Counterfeit Detection V.
San Francisco, CA, USA.
bjps: Pfeifer A et al. (2016) Detection of Commercial Offset Printing
in Counterfeited Banknotes. Optical Document Security - The Conference on Optical
Security and Counterfeit Detection V. San Francisco, CA, USA.
chicago: Pfeifer, Anton, Eugen Gillich, Volker Lohweg, and Johannes Schaede. “Detection
of Commercial Offset Printing in Counterfeited Banknotes.” In Optical Document
Security - The Conference on Optical Security and Counterfeit Detection V.
San Francisco, CA, USA, 2016.
chicago-de: 'Pfeifer, Anton, Eugen Gillich, Volker Lohweg und Johannes Schaede.
2016. Detection of Commercial Offset Printing in Counterfeited Banknotes. In:
Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V. San Francisco, CA, USA.'
din1505-2-1: 'Pfeifer, Anton ; Gillich, Eugen ; Lohweg,
Volker ; Schaede, Johannes:
Detection of Commercial Offset Printing in Counterfeited Banknotes. In: Optical
Document Security - The Conference on Optical Security and Counterfeit Detection
V. San Francisco, CA, USA, 2016'
havard: 'A. Pfeifer, E. Gillich, V. Lohweg, J. Schaede, Detection of Commercial
Offset Printing in Counterfeited Banknotes, in: Optical Document Security - The
Conference on Optical Security and Counterfeit Detection V, San Francisco, CA,
USA, 2016.'
ieee: A. Pfeifer, E. Gillich, V. Lohweg, and J. Schaede, “Detection of Commercial
Offset Printing in Counterfeited Banknotes,” in Optical Document Security -
The Conference on Optical Security and Counterfeit Detection V, 2016.
mla: Pfeifer, Anton, et al. “Detection of Commercial Offset Printing in Counterfeited
Banknotes.” Optical Document Security - The Conference on Optical Security
and Counterfeit Detection V, 2016.
short: 'A. Pfeifer, E. Gillich, V. Lohweg, J. Schaede, in: Optical Document Security
- The Conference on Optical Security and Counterfeit Detection V, San Francisco,
CA, USA, 2016.'
ufg: 'Pfeifer, Anton et. al. (2016): Detection of Commercial Offset Printing
in Counterfeited Banknotes, in: Optical Document Security - The Conference
on Optical Security and Counterfeit Detection V, San Francisco, CA, USA.'
van: 'Pfeifer A, Gillich E, Lohweg V, Schaede J. Detection of Commercial Offset
Printing in Counterfeited Banknotes. In: Optical Document Security - The Conference
on Optical Security and Counterfeit Detection V. San Francisco, CA, USA; 2016.'
date_created: 2019-11-26T14:43:23Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
place: San Francisco, CA, USA
publication: Optical Document Security - The Conference on Optical Security and Counterfeit
Detection V
status: public
title: Detection of Commercial Offset Printing in Counterfeited Banknotes
type: conference
user_id: '74004'
year: 2016
...
---
_id: '2155'
abstract:
- lang: eng
text: Today, mobile devices (smartphones, tablets, etc.) are widespread and of high
importance for their users. Their performance as well as versatility increases
over time. This leads to the opportunity to use such devices for more specific
tasks like image processing in an industrial context. For the analysis of images
requirements like image quality (blur, illumination, etc.) as well as a defined
relative position of the object to be inspected are crucial. Since mobile devices
are handheld and used in constantly changing environments the challenge is to
fulfill these requirements. We present an approach to overcome the obstacles and
stabilize the image capturing process such that image analysis becomes significantly
improved on mobile devices. Therefore, image processing methods are combined with
sensor fusion concepts. The approach consists of three main parts. First, pose
estimation methods are used to guide a user moving the device to a defined position.
Second, the sensors data and the pose information are combined for relative motion
estimation. Finally, the image capturing process is automated. It is triggered
depending on the alignment of the device and the object as well as the image quality
that can be achieved under consideration of motion and environmental effects.
author:
- first_name: Kai-Fabian
full_name: Henning, Kai-Fabian
id: '44017'
last_name: Henning
- first_name: Alexander
full_name: Fritze, Alexander
last_name: Fritze
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- 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: 'Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition
for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015,
Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015:1-12.
doi:10.1117/12.2076146'
apa: 'Henning, K.-F., Fritze, A., Gillich, E., Mönks, U., & Lohweg, V. (2015).
Stable Image Acquisition for Mobile Image Processing Applications. In IST/SPIE
Electronic Imaging 2015, Digital Photography and Mobile Imaging XI (pp. 1–12).
San Francisco, CA, USA: SPIE. https://doi.org/10.1117/12.2076146'
bjps: 'Henning K-F et al. (2015) Stable Image Acquisition for Mobile
Image Processing Applications. IST/SPIE Electronic Imaging 2015, Digital Photography
and Mobile Imaging XI. San Francisco, CA, USA: SPIE, pp. 1–12.'
chicago: 'Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks, and Volker
Lohweg. “Stable Image Acquisition for Mobile Image Processing Applications.” In
IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI,
1–12. San Francisco, CA, USA: SPIE, 2015. https://doi.org/10.1117/12.2076146.'
chicago-de: 'Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks und
Volker Lohweg. 2015. Stable Image Acquisition for Mobile Image Processing Applications.
In: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging
XI, 1–12. San Francisco, CA, USA: SPIE. doi:10.1117/12.2076146,
.'
din1505-2-1: 'Henning, Kai-Fabian
; Fritze, Alexander ; Gillich,
Eugen ; Mönks, Uwe ; Lohweg, Volker: Stable Image Acquisition
for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015,
Digital Photography and Mobile Imaging XI. San Francisco, CA, USA : SPIE,
2015, S. 1–12'
havard: 'K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, Stable Image
Acquisition for Mobile Image Processing Applications, in: IST/SPIE Electronic
Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San Francisco,
CA, USA, 2015: pp. 1–12.'
ieee: K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, and V. Lohweg, “Stable Image
Acquisition for Mobile Image Processing Applications,” in IST/SPIE Electronic
Imaging 2015, Digital Photography and Mobile Imaging XI, 2015, pp. 1–12.
mla: Henning, Kai-Fabian, et al. “Stable Image Acquisition for Mobile Image Processing
Applications.” IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile
Imaging XI, SPIE, 2015, pp. 1–12, doi:10.1117/12.2076146.
short: 'K.-F. Henning, A. Fritze, E. Gillich, U. Mönks, V. Lohweg, in: IST/SPIE
Electronic Imaging 2015, Digital Photography and Mobile Imaging XI, SPIE, San
Francisco, CA, USA, 2015, pp. 1–12.'
ufg: 'Henning, Kai-Fabian et. al. (2015): Stable Image Acquisition for Mobile
Image Processing Applications, in: IST/SPIE Electronic Imaging 2015, Digital
Photography and Mobile Imaging XI, San Francisco, CA, USA, S. 1–12.'
van: 'Henning K-F, Fritze A, Gillich E, Mönks U, Lohweg V. Stable Image Acquisition
for Mobile Image Processing Applications. In: IST/SPIE Electronic Imaging 2015,
Digital Photography and Mobile Imaging XI. San Francisco, CA, USA: SPIE; 2015.
p. 1–12.'
date_created: 2019-12-04T10:07:01Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5023
doi: 10.1117/12.2076146
keyword:
- Image processing
- Image acquisition
- Mobile devices Sensors
- Image fusion
- Motion estimation
- Cameras
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9404/94040N/Stable-image-acquisition-for-mobile-image-processing-applications/10.1117/12.2076146.full?SSO=1
oa: '1'
page: 1-12
place: San Francisco, CA, USA
publication: IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging
XI
publisher: SPIE
status: public
title: Stable Image Acquisition for Mobile Image Processing Applications
type: conference
user_id: '68554'
year: 2015
...
---
_id: '2166'
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- 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, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices
. In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications
VIII. San Francisco, CA, USA: SPIE; 2015:1-12.'
apa: 'Gillich, E., Dörksen, H., & Lohweg, V. (2015). Advanced Color Processing
for Mobile Devices . In IST/SPIE Electronic Imaging 2015, Image Processing:
Machine Vision Applications VIII (pp. 1–12). San Francisco, CA, USA: SPIE.'
bjps: 'Gillich E, Dörksen H and Lohweg V (2015) Advanced Color Processing
for Mobile Devices . IST/SPIE Electronic Imaging 2015, Image Processing: Machine
Vision Applications VIII. San Francisco, CA, USA: SPIE, pp. 1–12.'
chicago: 'Gillich, Eugen, Helene Dörksen, and Volker Lohweg. “Advanced Color Processing
for Mobile Devices .” In IST/SPIE Electronic Imaging 2015, Image Processing:
Machine Vision Applications VIII, 1–12. San Francisco, CA, USA: SPIE, 2015.'
chicago-de: 'Gillich, Eugen, Helene Dörksen und Volker Lohweg. 2015. Advanced Color
Processing for Mobile Devices . In: IST/SPIE Electronic Imaging 2015, Image
Processing: Machine Vision Applications VIII, 1–12. San Francisco, CA, USA:
SPIE.'
din1505-2-1: 'Gillich, Eugen ; Dörksen, Helene ; Lohweg,
Volker: Advanced Color Processing for Mobile Devices . In: IST/SPIE
Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII.
San Francisco, CA, USA : SPIE, 2015, S. 1–12'
havard: 'E. Gillich, H. Dörksen, V. Lohweg, Advanced Color Processing for Mobile
Devices , in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision
Applications VIII, SPIE, San Francisco, CA, USA, 2015: pp. 1–12.'
ieee: 'E. Gillich, H. Dörksen, and V. Lohweg, “Advanced Color Processing for Mobile
Devices ,” in IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision
Applications VIII, 2015, pp. 1–12.'
mla: 'Gillich, Eugen, et al. “Advanced Color Processing for Mobile Devices .” IST/SPIE
Electronic Imaging 2015, Image Processing: Machine Vision Applications VIII,
SPIE, 2015, pp. 1–12.'
short: 'E. Gillich, H. Dörksen, V. Lohweg, in: IST/SPIE Electronic Imaging 2015,
Image Processing: Machine Vision Applications VIII, SPIE, San Francisco, CA, USA,
2015, pp. 1–12.'
ufg: 'Gillich, Eugen et. al. (2015): Advanced Color Processing for Mobile
Devices , in: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision
Applications VIII, San Francisco, CA, USA, S. 1–12.'
van: 'Gillich E, Dörksen H, Lohweg V. Advanced Color Processing for Mobile Devices
. In: IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications
VIII. San Francisco, CA, USA: SPIE; 2015. p. 1–12.'
date_created: 2019-12-04T12:41:37Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5023
language:
- iso: eng
page: 1-12
place: San Francisco, CA, USA
publication: 'IST/SPIE Electronic Imaging 2015, Image Processing: Machine Vision Applications
VIII'
publisher: SPIE
status: public
title: 'Advanced Color Processing for Mobile Devices '
type: conference
user_id: '68554'
year: 2015
...
---
_id: '2147'
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- 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, Dörksen H, Lohweg V. Generation of robust optical paths – Color
Processing for Mobile Devices. . In: ; 2014.'
apa: Gillich, E., Dörksen, H., & Lohweg, V. (2014). Generation of robust optical
paths – Color Processing for Mobile Devices. .
bjps: Gillich E, Dörksen H and Lohweg V (2014) Generation of Robust Optical
Paths – Color Processing for Mobile Devices. .
chicago: Gillich, Eugen, Helene Dörksen, and Volker Lohweg. “Generation of Robust
Optical Paths – Color Processing for Mobile Devices. ,” 2014.
chicago-de: 'Gillich, Eugen, Helene Dörksen und Volker Lohweg. 2014. Generation
of robust optical paths – Color Processing for Mobile Devices. . In: .'
din1505-2-1: 'Gillich, Eugen ; Dörksen, Helene ; Lohweg,
Volker: Generation of robust optical paths – Color Processing for Mobile
Devices. . In: , 2014'
havard: 'E. Gillich, H. Dörksen, V. Lohweg, Generation of robust optical paths –
Color Processing for Mobile Devices. , in: 2014.'
ieee: E. Gillich, H. Dörksen, and V. Lohweg, “Generation of robust optical paths
– Color Processing for Mobile Devices. ,” 2014.
mla: Gillich, Eugen, et al. Generation of Robust Optical Paths – Color Processing
for Mobile Devices. . 2014.
short: 'E. Gillich, H. Dörksen, V. Lohweg, in: 2014.'
ufg: 'Gillich, Eugen et. al. (2014): Generation of robust optical paths –
Color Processing for Mobile Devices. , in: .'
van: Gillich E, Dörksen H, Lohweg V. Generation of robust optical paths – Color
Processing for Mobile Devices. . In 2014.
date_created: 2019-12-04T09:53:46Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5023
language:
- iso: eng
status: public
title: 'Generation of robust optical paths – Color Processing for Mobile Devices. '
type: conference
user_id: '45673'
year: 2014
...
---
_id: '2148'
author:
- first_name: Jürg
full_name: Hofmann, Jürg
last_name: Hofmann
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Helene
full_name: Dörksen, Helene
id: '46416'
last_name: Dörksen
- first_name: Daniel
full_name: Chassot, Daniel
last_name: Chassot
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Thomas
full_name: Türke, Thomas
last_name: Türke
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Hofmann J, Gillich E, Dörksen H, et al. New Strategies in Image Processing
for Standardized Intaglio Quality Analysis in the Printing Process. In: ; 2014.'
apa: Hofmann, J., Gillich, E., Dörksen, H., Chassot, D., Schaede, J., Türke, T.,
& Lohweg, V. (2014). New Strategies in Image Processing for Standardized Intaglio
Quality Analysis in the Printing Process.
bjps: Hofmann J et al. (2014) New Strategies in Image Processing for
Standardized Intaglio Quality Analysis in the Printing Process.
chicago: Hofmann, Jürg, Eugen Gillich, Helene Dörksen, Daniel Chassot, Johannes
Schaede, Thomas Türke, and Volker Lohweg. “New Strategies in Image Processing
for Standardized Intaglio Quality Analysis in the Printing Process.,” 2014.
chicago-de: 'Hofmann, Jürg, Eugen Gillich, Helene Dörksen, Daniel Chassot, Johannes
Schaede, Thomas Türke und Volker Lohweg. 2014. New Strategies in Image Processing
for Standardized Intaglio Quality Analysis in the Printing Process. In: .'
din1505-2-1: 'Hofmann, Jürg ; Gillich, Eugen ; Dörksen,
Helene ; Chassot, Daniel
; Schaede, Johannes ; Türke,
Thomas ; Lohweg, Volker:
New Strategies in Image Processing for Standardized Intaglio Quality Analysis
in the Printing Process. In: , 2014'
havard: 'J. Hofmann, E. Gillich, H. Dörksen, D. Chassot, J. Schaede, T. Türke, V.
Lohweg, New Strategies in Image Processing for Standardized Intaglio Quality Analysis
in the Printing Process., in: 2014.'
ieee: J. Hofmann et al., “New Strategies in Image Processing for Standardized
Intaglio Quality Analysis in the Printing Process.,” 2014.
mla: Hofmann, Jürg, et al. New Strategies in Image Processing for Standardized
Intaglio Quality Analysis in the Printing Process. 2014.
short: 'J. Hofmann, E. Gillich, H. Dörksen, D. Chassot, J. Schaede, T. Türke, V.
Lohweg, in: 2014.'
ufg: 'Hofmann, Jürg et. al. (2014): New Strategies in Image Processing for
Standardized Intaglio Quality Analysis in the Printing Process., in: .'
van: Hofmann J, Gillich E, Dörksen H, Chassot D, Schaede J, Türke T, et al. New
Strategies in Image Processing for Standardized Intaglio Quality Analysis in the
Printing Process. In 2014.
date_created: 2019-12-04T09:59:31Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5023
language:
- iso: eng
publication_status: published
status: public
title: New Strategies in Image Processing for Standardized Intaglio Quality Analysis
in the Printing Process.
type: conference
user_id: '45673'
year: 2014
...
---
_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
...
---
_id: '2096'
abstract:
- lang: eng
text: Automatic banknote sheet cut-and-bundle machines are widely used within the
scope of banknote production. Beside the cutting-and-bundling, which is a mature
technology, image-processing-based quality inspection for this type of machine
is attractive. We present in this work a new real-time Touchless Counting and
perspective cutting blade quality insurance system, based on a Color-CCD-Camera
and a dual-core Computer, for cut-and-bundle applications in banknote production.
The system, which applies Wavelet-based multi-scale filtering is able to count
banknotes inside a 100-bundle within 200-300 ms depending on the window size.
author:
- first_name: Denis
full_name: Petker, Denis
last_name: Petker
- first_name: Thomas
full_name: Türke, Thomas
last_name: Türke
- first_name: Harald
full_name: Willeke, Harald
last_name: Willeke
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Petker D, Türke T, Willeke H, Schaede J, Gillich E, Lohweg V. Real-time Wavelet-Based
Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE
Electronic Imaging 2011 Conference. San Francisco, California, United States;
2011. doi:https://doi.org/10.1117/12.872357'
apa: Petker, D., Türke, T., Willeke, H., Schaede, J., Gillich, E., & Lohweg,
V. (2011). Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle
Machines. In IST/SPIE Electronic Imaging 2011 Conference. San Francisco,
California, United States. https://doi.org/10.1117/12.872357
bjps: Petker D et al. (2011) Real-Time Wavelet-Based Inline Banknote-in-Bundle
Counting for Cut-and-Bundle Machines. IST/SPIE Electronic Imaging 2011 Conference.
San Francisco, California, United States.
chicago: Petker, Denis, Thomas Türke, Harald Willeke, Johannes Schaede, Eugen Gillich,
and Volker Lohweg. “Real-Time Wavelet-Based Inline Banknote-in-Bundle Counting
for Cut-and-Bundle Machines.” In IST/SPIE Electronic Imaging 2011 Conference.
San Francisco, California, United States, 2011. https://doi.org/10.1117/12.872357.
chicago-de: 'Petker, Denis, Thomas Türke, Harald Willeke, Johannes Schaede, Eugen
Gillich und Volker Lohweg. 2011. Real-time Wavelet-Based Inline Banknote-in-Bundle
Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011
Conference. San Francisco, California, United States. doi:https://doi.org/10.1117/12.872357,
.'
din1505-2-1: 'Petker, Denis ; Türke, Thomas ; Willeke,
Harald ; Schaede, Johannes
; Gillich, Eugen ; Lohweg,
Volker: Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for
Cut-and-Bundle Machines. In: IST/SPIE Electronic Imaging 2011 Conference :
San Francisco, California, United States, 2011'
havard: 'D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, V. Lohweg, Real-time
Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines,
in: IST/SPIE Electronic Imaging 2011 Conference, San Francisco, California, United
States, 2011.'
ieee: D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, and V. Lohweg, “Real-time
Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines,”
in IST/SPIE Electronic Imaging 2011 Conference, 2011.
mla: Petker, Denis, et al. “Real-Time Wavelet-Based Inline Banknote-in-Bundle Counting
for Cut-and-Bundle Machines.” IST/SPIE Electronic Imaging 2011 Conference,
San Francisco, California, United States, 2011, doi:https://doi.org/10.1117/12.872357.
short: 'D. Petker, T. Türke, H. Willeke, J. Schaede, E. Gillich, V. Lohweg, in:
IST/SPIE Electronic Imaging 2011 Conference, San Francisco, California, United
States, 2011.'
ufg: 'Petker, Denis et. al. (2011): Real-time Wavelet-Based Inline Banknote-in-Bundle
Counting for Cut-and-Bundle Machines, in: IST/SPIE Electronic Imaging 2011
Conference.'
van: 'Petker D, Türke T, Willeke H, Schaede J, Gillich E, Lohweg V. Real-time Wavelet-Based
Inline Banknote-in-Bundle Counting for Cut-and-Bundle Machines. In: IST/SPIE Electronic
Imaging 2011 Conference. San Francisco, California, United States; 2011.'
date_created: 2019-12-02T10:36:37Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1117/12.872357
language:
- iso: eng
main_file_link:
- url: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/7877/787703/Real-time-wavelet-based-inline-banknote-in-bundle-counting-for/10.1117/12.872357.full?SSO=1
publication: IST/SPIE Electronic Imaging 2011 Conference
publication_status: published
publisher: San Francisco, California, United States
status: public
title: Real-time Wavelet-Based Inline Banknote-in-Bundle Counting for Cut-and-Bundle
Machines
type: conference
user_id: '45673'
year: 2011
...
---
_id: '2085'
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
citation:
ama: 'Lohweg V, Gillich E, Glock S, Mönks U, Schaede J. Intaglio Based Banknote
Authentication. In: 2. InIT KBA-Giori International Workshop on “Detection
of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010; 2010.'
apa: Lohweg, V., Gillich, E., Glock, S., Mönks, U., & Schaede, J. (2010). Intaglio
Based Banknote Authentication. In 2. inIT KBA-Giori International Workshop
on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24 March 2010.
bjps: Lohweg V et al. (2010) Intaglio Based Banknote Authentication.
2. InIT KBA-Giori International Workshop on ‘Detection of Banknote Forgeries’.
Orell Füssli, Zürich, 22-24 March 2010.
chicago: Lohweg, Volker, Eugen Gillich, Stefan Glock, Uwe Mönks, and Johannes Schaede.
“Intaglio Based Banknote Authentication.” In 2. InIT KBA-Giori International
Workshop on “Detection of Banknote Forgeries.” Orell Füssli, Zürich, 22-24
March 2010, 2010.
chicago-de: 'Lohweg, Volker, Eugen Gillich, Stefan Glock, Uwe Mönks und Johannes
Schaede. 2010. Intaglio Based Banknote Authentication. In: 2. inIT KBA-Giori
International Workshop on „Detection of Banknote Forgeries“. Orell Füssli,
Zürich, 22-24 March 2010.'
din1505-2-1: 'Lohweg, Volker ; Gillich, Eugen ; Glock,
Stefan ; Mönks, Uwe ; Schaede, Johannes: Intaglio Based Banknote
Authentication. In: 2. inIT KBA-Giori International Workshop on „Detection
of Banknote Forgeries“ : Orell Füssli, Zürich, 22-24 March 2010, 2010'
havard: 'V. Lohweg, E. Gillich, S. Glock, U. Mönks, J. Schaede, Intaglio Based Banknote
Authentication, in: 2. InIT KBA-Giori International Workshop on “Detection of
Banknote Forgeries,” Orell Füssli, Zürich, 22-24 March 2010, 2010.'
ieee: V. Lohweg, E. Gillich, S. Glock, U. Mönks, and J. Schaede, “Intaglio Based
Banknote Authentication,” in 2. inIT KBA-Giori International Workshop on “Detection
of Banknote Forgeries,” 2010.
mla: Lohweg, Volker, et al. “Intaglio Based Banknote Authentication.” 2. InIT
KBA-Giori International Workshop on “Detection of Banknote Forgeries,” Orell
Füssli, Zürich, 22-24 March 2010, 2010.
short: 'V. Lohweg, E. Gillich, S. Glock, U. Mönks, J. Schaede, in: 2. InIT KBA-Giori
International Workshop on “Detection of Banknote Forgeries,” Orell Füssli, Zürich,
22-24 March 2010, 2010.'
ufg: 'Lohweg, Volker et. al. (2010): Intaglio Based Banknote Authentication,
in: 2. inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“.'
van: 'Lohweg V, Gillich E, Glock S, Mönks U, Schaede J. Intaglio Based Banknote
Authentication. In: 2 inIT KBA-Giori International Workshop on “Detection of Banknote
Forgeries.” Orell Füssli, Zürich, 22-24 March 2010; 2010.'
date_created: 2019-12-02T08:03:04Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
publication: 2. inIT KBA-Giori International Workshop on "Detection of Banknote Forgeries"
publisher: Orell Füssli, Zürich, 22-24 March 2010
status: public
title: Intaglio Based Banknote Authentication
type: conference
user_id: '45673'
year: 2010
...
---
_id: '2094'
author:
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Gillich E, Lohweg V. Banknotenauthentifizierung. In: 1. Jahresolloquium
“Bildverarbeitung in Der Automation.” Centrum Industrial IT, Lemgo; 2010.'
apa: Gillich, E., & Lohweg, V. (2010). Banknotenauthentifizierung. In 1.
Jahresolloquium “Bildverarbeitung in der Automation.” Centrum Industrial IT,
Lemgo.
bjps: Gillich E and Lohweg V (2010) Banknotenauthentifizierung. 1. Jahresolloquium
‘Bildverarbeitung in Der Automation’. Centrum Industrial IT, Lemgo.
chicago: Gillich, Eugen, and Volker Lohweg. “Banknotenauthentifizierung.” In 1.
Jahresolloquium “Bildverarbeitung in Der Automation.” Centrum Industrial IT,
Lemgo, 2010.
chicago-de: 'Gillich, Eugen und Volker Lohweg. 2010. Banknotenauthentifizierung.
In: 1. Jahresolloquium „Bildverarbeitung in der Automation“. Centrum Industrial
IT, Lemgo.'
din1505-2-1: 'Gillich, Eugen ; Lohweg, Volker: Banknotenauthentifizierung.
In: 1. Jahresolloquium „Bildverarbeitung in der Automation“ : Centrum Industrial
IT, Lemgo, 2010'
havard: 'E. Gillich, V. Lohweg, Banknotenauthentifizierung, in: 1. Jahresolloquium
“Bildverarbeitung in Der Automation,” Centrum Industrial IT, Lemgo, 2010.'
ieee: E. Gillich and V. Lohweg, “Banknotenauthentifizierung,” in 1. Jahresolloquium
“Bildverarbeitung in der Automation,” 2010.
mla: Gillich, Eugen, and Volker Lohweg. “Banknotenauthentifizierung.” 1. Jahresolloquium
“Bildverarbeitung in Der Automation,” Centrum Industrial IT, Lemgo, 2010.
short: 'E. Gillich, V. Lohweg, in: 1. Jahresolloquium “Bildverarbeitung in Der Automation,”
Centrum Industrial IT, Lemgo, 2010.'
ufg: 'Gillich, Eugen/Lohweg, Volker (2010): Banknotenauthentifizierung, in:
1. Jahresolloquium „Bildverarbeitung in der Automation“.'
van: 'Gillich E, Lohweg V. Banknotenauthentifizierung. In: 1 Jahresolloquium “Bildverarbeitung
in der Automation.” Centrum Industrial IT, Lemgo; 2010.'
date_created: 2019-12-02T10:11:29Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
publication: 1. Jahresolloquium "Bildverarbeitung in der Automation"
publisher: Centrum Industrial IT, Lemgo
status: public
title: Banknotenauthentifizierung
type: conference
user_id: '45673'
year: 2010
...
---
_id: '2076'
abstract:
- lang: eng
text: 'Segmentation and feature extraction algorithms based on Wavelet Transform
or Wavelet Packet Transform are established in pattern recognition. Especially
in the field of texture analysis they are known to be practical. One difficulty
of texture analysis was in the past the characterization of different printing
processes. In this paper we present a new algorithmic concept to feature extraction
of textures, printed by different printing techniques, without the necessity of
a previous teaching phase. The typical characters of distinct printed textures
are extracted by first order statistical moments of wavelet coefficients. The
algorithm uses the 2D incomplete shift invariant Wavelet Packet Transform, resulting
in a fast execution time of O(Nlog2(N)). Since the incomplete
shift invariant Wavelet Packet Transform was exclusively defined for 1D-signals,
it has been modified in this research. The application describes the detection
of different printed security textures. '
author:
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- 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: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for
Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform.
In: Denzler J, Notni G, Süße H, eds. Pattern Recognition. Vol 5748. Lecture
Notes in Computer Science. Berlin: Springer; 2009:422-431. doi:https://doi.org/10.1007/978-3-642-03798-6_43'
apa: 'Glock, S., Gillich, E., Schaede, J., & Lohweg, V. (2009). Feature Extraction
Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet
Transform. In J. Denzler, G. Notni, & H. Süße (Eds.), Pattern Recognition
(Vol. 5748, pp. 422–431). Berlin: Springer. https://doi.org/10.1007/978-3-642-03798-6_43'
bjps: 'Glock S et al. (2009) Feature Extraction Algorithm for Banknote
Textures Based on Incomplete Shift Invariant Wavelet Packet Transform. In Denzler
J, Notni G and Süße H (eds), Pattern Recognition, vol. 5748. Berlin: Springer,
pp. 422–431.'
chicago: 'Glock, Stefan, Eugen Gillich, Johannes Schaede, and Volker Lohweg. “Feature
Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant
Wavelet Packet Transform.” In Pattern Recognition, edited by J. Denzler,
G. Notni, and H. Süße, 5748:422–31. Lecture Notes in Computer Science. Berlin:
Springer, 2009. https://doi.org/10.1007/978-3-642-03798-6_43.'
chicago-de: 'Glock, Stefan, Eugen Gillich, Johannes Schaede und Volker Lohweg. 2009.
Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant
Wavelet Packet Transform. In: Pattern Recognition, hg. von J. Denzler,
G. Notni, und H. Süße, 5748:422–431. Lecture Notes in Computer Science. Berlin:
Springer. doi:https://doi.org/10.1007/978-3-642-03798-6_43,
.'
din1505-2-1: 'Glock, Stefan ; Gillich, Eugen ; Schaede,
Johannes ; Lohweg, Volker:
Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant
Wavelet Packet Transform. In: Denzler,
J. ; Notni, G. ; Süße,
H. (Hrsg.): Pattern Recognition, Lecture Notes in Computer Science.
Bd. 5748. Berlin : Springer, 2009, S. 422–431'
havard: 'S. Glock, E. Gillich, J. Schaede, V. Lohweg, Feature Extraction Algorithm
for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform,
in: J. Denzler, G. Notni, H. Süße (Eds.), Pattern Recognition, Springer, Berlin,
2009: pp. 422–431.'
ieee: 'S. Glock, E. Gillich, J. Schaede, and V. Lohweg, “Feature Extraction Algorithm
for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform,”
in Pattern Recognition, vol. 5748, J. Denzler, G. Notni, and H. Süße, Eds.
Berlin: Springer, 2009, pp. 422–431.'
mla: Glock, Stefan, et al. “Feature Extraction Algorithm for Banknote Textures Based
on Incomplete Shift Invariant Wavelet Packet Transform.” Pattern Recognition,
edited by J. Denzler et al., vol. 5748, Springer, 2009, pp. 422–31, doi:https://doi.org/10.1007/978-3-642-03798-6_43.
short: 'S. Glock, E. Gillich, J. Schaede, V. Lohweg, in: J. Denzler, G. Notni, H.
Süße (Eds.), Pattern Recognition, Springer, Berlin, 2009, pp. 422–431.'
ufg: 'Glock, Stefan et. al. (2009): Feature Extraction Algorithm for Banknote
Textures based on Incomplete Shift Invariant Wavelet Packet Transform, in: J.
Denzler et. al. (Hgg.): Pattern Recognition (=Lecture Notes in Computer
Science 5748), Berlin, S. 422–431.'
van: 'Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for
Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform.
In: Denzler J, Notni G, Süße H, editors. Pattern Recognition. Berlin: Springer;
2009. p. 422–31. (Lecture Notes in Computer Science; vol. 5748).'
conference:
end_date: 2009-11-11
name: The 31st annual pattern recognition symposium of the German Association for
Pattern Recognition DAGM (Deutsche Arbeitsgemeinschaft für Mustererkennung DAGM
e.V.) September 9-11, 2009, accepted for publication
start_date: 2009-11-09
date_created: 2019-11-29T14:35:35Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1007/978-3-642-03798-6_43
editor:
- first_name: J.
full_name: Denzler, J.
last_name: Denzler
- first_name: G.
full_name: Notni, G.
last_name: Notni
- first_name: H.
full_name: Süße, H.
last_name: Süße
intvolume: ' 5748'
keyword:
- Discrete Wavelet Transform
- Wavelet Transform
- Wavelet Packet
- Decomposition Level
- Printing Technique
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-642-03798-6_43
page: 422-431
place: Berlin
publication: Pattern Recognition
publication_identifier:
eisbn:
- 978-3-642-03798-6
isbn:
- 978-3-642-03797-9
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift
Invariant Wavelet Packet Transform
type: book_chapter
user_id: '45673'
volume: 5748
year: 2009
...
---
_id: '2078'
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Eugen
full_name: Gillich, Eugen
id: '1706'
last_name: Gillich
- first_name: Johannes
full_name: Schaede, Johannes
id: '2128'
last_name: Schaede
citation:
ama: 'Lohweg V, Gillich E, Schaede J. New Concepts in Banknote Authentication. In:
InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”,
Blomberg, 10-12 August 2009. ; 2009.'
apa: Lohweg, V., Gillich, E., & Schaede, J. (2009). New Concepts in Banknote
Authentication. In inIT KBA-Giori International Workshop on “Detection of Banknote
Forgeries”, Blomberg, 10-12 August 2009.
bjps: Lohweg V, Gillich E and Schaede J (2009) New Concepts in Banknote Authentication.
InIT KBA-Giori International Workshop on ‘Detection of Banknote Forgeries’,
Blomberg, 10-12 August 2009.
chicago: Lohweg, Volker, Eugen Gillich, and Johannes Schaede. “New Concepts in Banknote
Authentication.” In InIT KBA-Giori International Workshop on “Detection of
Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.
chicago-de: 'Lohweg, Volker, Eugen Gillich und Johannes Schaede. 2009. New Concepts
in Banknote Authentication. In: inIT KBA-Giori International Workshop on „Detection
of Banknote Forgeries“, Blomberg, 10-12 August 2009.'
din1505-2-1: 'Lohweg, Volker ; Gillich, Eugen ; Schaede,
Johannes: New Concepts in Banknote Authentication. In: inIT KBA-Giori
International Workshop on „Detection of Banknote Forgeries“, Blomberg, 10-12 August
2009, 2009'
havard: 'V. Lohweg, E. Gillich, J. Schaede, New Concepts in Banknote Authentication,
in: InIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”,
Blomberg, 10-12 August 2009, 2009.'
ieee: V. Lohweg, E. Gillich, and J. Schaede, “New Concepts in Banknote Authentication,”
in inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”,
Blomberg, 10-12 August 2009, 2009.
mla: Lohweg, Volker, et al. “New Concepts in Banknote Authentication.” InIT KBA-Giori
International Workshop on “Detection of Banknote Forgeries”, Blomberg, 10-12 August
2009, 2009.
short: 'V. Lohweg, E. Gillich, J. Schaede, in: InIT KBA-Giori International Workshop
on “Detection of Banknote Forgeries”, Blomberg, 10-12 August 2009, 2009.'
ufg: 'Lohweg, Volker et. al. (2009): New Concepts in Banknote Authentication,
in: inIT KBA-Giori International Workshop on „Detection of Banknote Forgeries“,
Blomberg, 10-12 August 2009.'
van: 'Lohweg V, Gillich E, Schaede J. New Concepts in Banknote Authentication. In:
inIT KBA-Giori International Workshop on “Detection of Banknote Forgeries”, Blomberg,
10-12 August 2009. 2009.'
date_created: 2019-11-29T14:46:08Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
publication: inIT KBA-Giori International Workshop on "Detection of Banknote Forgeries",
Blomberg, 10-12 August 2009
status: public
title: New Concepts in Banknote Authentication
type: conference
user_id: '45673'
year: 2009
...