---
_id: '2098'
author:
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- first_name: Karl
full_name: Voth, Karl
last_name: Voth
- 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, Voth K, Schaede J, Lohweg V. A Framework for Possibilistic Multi-source
Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing.
In: ; 2011.'
apa: Glock, S., Voth, K., Schaede, J., & Lohweg, V. (2011). A Framework for
Possibilistic Multi-source Data Fusion with Monitoring of Sensor Reliability,
World Conference on Soft Computing.
bjps: Glock S et al. (2011) A Framework for Possibilistic Multi-Source
Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing.
chicago: Glock, Stefan, Karl Voth, Johannes Schaede, and Volker Lohweg. “A Framework
for Possibilistic Multi-Source Data Fusion with Monitoring of Sensor Reliability,
World Conference on Soft Computing,” 2011.
chicago-de: 'Glock, Stefan, Karl Voth, Johannes Schaede und Volker Lohweg. 2011.
A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor
Reliability, World Conference on Soft Computing. In: .'
din1505-2-1: 'Glock, Stefan ; Voth, Karl ; Schaede,
Johannes ; Lohweg, Volker:
A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor
Reliability, World Conference on Soft Computing. In: , 2011'
havard: 'S. Glock, K. Voth, J. Schaede, V. Lohweg, A Framework for Possibilistic
Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference
on Soft Computing, in: 2011.'
ieee: S. Glock, K. Voth, J. Schaede, and V. Lohweg, “A Framework for Possibilistic
Multi-source Data Fusion with Monitoring of Sensor Reliability, World Conference
on Soft Computing,” 2011.
mla: Glock, Stefan, et al. A Framework for Possibilistic Multi-Source Data Fusion
with Monitoring of Sensor Reliability, World Conference on Soft Computing.
2011.
short: 'S. Glock, K. Voth, J. Schaede, V. Lohweg, in: 2011.'
ufg: 'Glock, Stefan et. al. (2011): A Framework for Possibilistic Multi-source
Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing,
in: .'
van: Glock S, Voth K, Schaede J, Lohweg V. A Framework for Possibilistic Multi-source
Data Fusion with Monitoring of Sensor Reliability, World Conference on Soft Computing.
In 2011.
date_created: 2019-12-02T10:40:20Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
language:
- iso: eng
status: public
title: A Framework for Possibilistic Multi-source Data Fusion with Monitoring of Sensor
Reliability, World Conference on Soft Computing
type: conference
user_id: '45673'
year: 2011
...
---
_id: '2099'
abstract:
- lang: eng
text: "In order to reduce time consuming and expensive flawed production in Security
Printing Machines an inspection system for early recognition of consecutive errors
is developed. It shall avoid printing errors by combining measuring data from
several sensors with expert knowledge. The inspection quality is improved by acquiring
several information sources, using different physical quantities, integrating
expert knowledge and perception, extracting reasonable features, and generating
intuitive results.\r\nThe TLCS (Two Layer Conflict Solving) approach is based
on the Evidence Theory and uses conflict solving to fuse data. The first layer
applies the Conflict Modified Dempster-Shafer-Theory (CMDST). Every two sensors‘
data are combined and conflicts are solved between individuals. In the second
layer the data is fused using the results from the CMDST and the sensors’ original
observations by the Group Conflict Redistribution (GCR). We introduce an improvement
of the TLCS approach with reference to highly complex machine conditioning applications.
In this context, the sensors are grouped to attributes applying expert knowledge.
The fusion of the fuzzyfied sensor’s observations that are elements of one particular
attribute is accomplished by the TLCS. Subsequently, the attributes’ conditions
are merged using an Ordered Weighted Averaging Operator.\r\nIn security printing
machines the wiping unit is the most sensible part. It is responsible for removing
surplus ink around the engravings. Even small parameter manipulations cause errors
during the production. Experienced machine operators recognize errors before they
occur and stabilize the production by changing wiping unit parameters mainly.
The fusion approach is evaluated in a wiping simulator. Current, impact sound,
temperature and force are acquired and processed. Wear, parameter changes, and
mechanical disturbances are detected by the introduced algorithm."
author:
- first_name: Karl
full_name: Voth, Karl
last_name: Voth
- 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: 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: 'Voth K, Glock S, Mönks U, Türke T, Lohweg V. Multi-sensory Machine Diagnosis
on Security Printing Machines with Two Layer Conflict Solving. In: SENSOR+TEST
Conference 2011,. Proceedings SENSOR 2011. 7 – 9 June 2011, Nürnberg, Germany
; 2011:686-691. doi:10.5162/sensor11/sp2.1'
apa: Voth, K., Glock, S., Mönks, U., Türke, T., & Lohweg, V. (2011). Multi-sensory
Machine Diagnosis on Security Printing Machines with Two Layer Conflict Solving.
In SENSOR+TEST Conference 2011, (pp. 686–691). 7 – 9 June 2011, Nürnberg,
Germany . https://doi.org/10.5162/sensor11/sp2.1
bjps: Voth K et al. (2011) Multi-Sensory Machine Diagnosis on Security
Printing Machines with Two Layer Conflict Solving. SENSOR+TEST Conference 2011,.
7 – 9 June 2011, Nürnberg, Germany , pp. 686–691.
chicago: Voth, Karl, Stefan Glock, Uwe Mönks, Thomas Türke, and Volker Lohweg. “Multi-Sensory
Machine Diagnosis on Security Printing Machines with Two Layer Conflict Solving.”
In SENSOR+TEST Conference 2011, 686–91. Proceedings SENSOR 2011. 7 – 9
June 2011, Nürnberg, Germany , 2011. https://doi.org/10.5162/sensor11/sp2.1.
chicago-de: 'Voth, Karl, Stefan Glock, Uwe Mönks, Thomas Türke und Volker Lohweg.
2011. Multi-sensory Machine Diagnosis on Security Printing Machines with Two Layer
Conflict Solving. In: SENSOR+TEST Conference 2011, 686–691. Proceedings
SENSOR 2011. 7 – 9 June 2011, Nürnberg, Germany . doi:10.5162/sensor11/sp2.1,
.'
din1505-2-1: 'Voth, Karl ; Glock,
Stefan ; Mönks, Uwe ; Türke, Thomas ; Lohweg,
Volker: Multi-sensory Machine Diagnosis on Security Printing Machines with
Two Layer Conflict Solving. In: SENSOR+TEST Conference 2011,, Proceedings
SENSOR 2011 : 7 – 9 June 2011, Nürnberg, Germany , 2011, S. 686–691'
havard: 'K. Voth, S. Glock, U. Mönks, T. Türke, V. Lohweg, Multi-sensory Machine
Diagnosis on Security Printing Machines with Two Layer Conflict Solving, in: SENSOR+TEST
Conference 2011, 7 – 9 June 2011, Nürnberg, Germany , 2011: pp. 686–691.'
ieee: K. Voth, S. Glock, U. Mönks, T. Türke, and V. Lohweg, “Multi-sensory Machine
Diagnosis on Security Printing Machines with Two Layer Conflict Solving,” in SENSOR+TEST
Conference 2011, 2011, pp. 686–691.
mla: Voth, Karl, et al. “Multi-Sensory Machine Diagnosis on Security Printing Machines
with Two Layer Conflict Solving.” SENSOR+TEST Conference 2011, 7 – 9 June
2011, Nürnberg, Germany , 2011, pp. 686–91, doi:10.5162/sensor11/sp2.1.
short: 'K. Voth, S. Glock, U. Mönks, T. Türke, V. Lohweg, in: SENSOR+TEST Conference
2011, 7 – 9 June 2011, Nürnberg, Germany , 2011, pp. 686–691.'
ufg: 'Voth, Karl et. al. (2011): Multi-sensory Machine Diagnosis on Security
Printing Machines with Two Layer Conflict Solving, in: SENSOR+TEST Conference
2011, (=Proceedings SENSOR 2011), S. 686–691.'
van: 'Voth K, Glock S, Mönks U, Türke T, Lohweg V. Multi-sensory Machine Diagnosis
on Security Printing Machines with Two Layer Conflict Solving. In: SENSOR+TEST
Conference 2011,. 7 – 9 June 2011, Nürnberg, Germany ; 2011. p. 686–91. (Proceedings
SENSOR 2011).'
date_created: 2019-12-02T10:41:46Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.5162/sensor11/sp2.1
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.ama-science.org/proceedings/details/528
oa: '1'
page: 686-691
publication: SENSOR+TEST Conference 2011,
publication_identifier:
isbn:
- 978-3-9810993-9-3
publication_status: published
publisher: '7 – 9 June 2011, Nürnberg, Germany '
series_title: Proceedings SENSOR 2011
status: public
title: Multi-sensory Machine Diagnosis on Security Printing Machines with Two Layer
Conflict Solving
type: conference
user_id: '45673'
year: 2011
...
---
_id: '2101'
author:
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- first_name: Karl
full_name: Voth, Karl
last_name: Voth
citation:
ama: 'Lohweg V, Glock S, Voth K. A Possibilistic Framework for Sensor Fusion with
Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications.
In: Vienna, July 2011: Intech Publishers; 2011. doi:10.5772/17384'
apa: 'Lohweg, V., Glock, S., & Voth, K. (2011). A Possibilistic Framework for
Sensor Fusion with Monitoring of Sensor Reliability, Sensor Fusion – Foundation
and Applications. Vienna, July 2011: Intech Publishers. https://doi.org/10.5772/17384'
bjps: 'Lohweg V, Glock S and Voth K (2011) A Possibilistic Framework for
Sensor Fusion with Monitoring of Sensor Reliability, Sensor Fusion – Foundation
and Applications. Vienna, July 2011: Intech Publishers.'
chicago: 'Lohweg, Volker, Stefan Glock, and Karl Voth. “A Possibilistic Framework
for Sensor Fusion with Monitoring of Sensor Reliability, Sensor Fusion – Foundation
and Applications.” Vienna, July 2011: Intech Publishers, 2011. https://doi.org/10.5772/17384.'
chicago-de: 'Lohweg, Volker, Stefan Glock und Karl Voth. 2011. A Possibilistic Framework
for Sensor Fusion with Monitoring of Sensor Reliability, Sensor Fusion – Foundation
and Applications. In: . Vienna, July 2011: Intech Publishers. doi:10.5772/17384,
.'
din1505-2-1: 'Lohweg, Volker ; Glock, Stefan ; Voth,
Karl: A Possibilistic Framework for Sensor Fusion with Monitoring of Sensor
Reliability, Sensor Fusion – Foundation and Applications. In: . Vienna, July 2011 :
Intech Publishers, 2011'
havard: 'V. Lohweg, S. Glock, K. Voth, A Possibilistic Framework for Sensor Fusion
with Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications,
in: Intech Publishers, Vienna, July 2011, 2011.'
ieee: V. Lohweg, S. Glock, and K. Voth, “A Possibilistic Framework for Sensor Fusion
with Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications,”
2011.
mla: Lohweg, Volker, et al. A Possibilistic Framework for Sensor Fusion with
Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications.
Intech Publishers, 2011, doi:10.5772/17384.
short: 'V. Lohweg, S. Glock, K. Voth, in: Intech Publishers, Vienna, July 2011,
2011.'
ufg: 'Lohweg, Volker et. al. (2011): A Possibilistic Framework for Sensor
Fusion with Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications,
in: , Vienna, July 2011.'
van: 'Lohweg V, Glock S, Voth K. A Possibilistic Framework for Sensor Fusion with
Monitoring of Sensor Reliability, Sensor Fusion – Foundation and Applications.
In Vienna, July 2011: Intech Publishers; 2011.'
date_created: 2019-12-02T14:30:38Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.5772/17384
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.intechopen.com/books/sensor-fusion-foundation-and-applications/a-possibilistic-framework-for-sensor-fusion-with-monitoring-of-sensor-reliability
oa: '1'
place: Vienna, July 2011
publication_status: published
publisher: Intech Publishers
status: public
title: A Possibilistic Framework for Sensor Fusion with Monitoring of Sensor Reliability,
Sensor Fusion – Foundation and Applications
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: '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: '2077'
abstract:
- lang: eng
text: In this paper we present an optical measurement system approach for quality
analysis of brakes which are used in high-speed trains. The brakes consist of
the so called brake discs and pads. In a deceleration process the discs will be
heated up to 500°C. The quality measure is based on the fact that the heated brake
discs should not generate hot spots inside the brake material. Instead, the brake
disc should be heated homogeneously by the deceleration. Therefore, it makes sense
to analyze the number of hot spots and their relative gradients to create a quality
measure for train brakes. In this contribution we present a new approach for a
quality measurement system which is based on an image analysis and classification
of infra-red based heat images. Brake images which are represented in pseudo-color
are first transformed in a linear grayscale space by a hue-saturation-intensity
(HSI) space. This transform is necessary for the following gradient analysis which
is based on gray scale gradient filters. Furthermore, different features based
on Haralick's measures are generated from the gray scale and gradient images.
A following Fuzzy-Pattern-Classifier is used for the classification of good and
bad brakes. It has to be pointed out that the classifier returns a score value
for each brake which is between 0 and 100% good quality. This fact guarantees
that not only good and bad bakes can be distinguished, but also their quality
can be labeled. The results show that all critical thermal patterns of train brakes
can be sensed and verified.
article_number: 7389 1Y
author:
- first_name: Stefan
full_name: Glock, Stefan
id: '44020'
last_name: Glock
- first_name: Stefan
full_name: Hausmann, Stefan
last_name: Hausmann
- first_name: Sebastian
full_name: Gerke, Sebastian
id: '73865'
last_name: Gerke
- first_name: Alexander
full_name: Warok, Alexander
last_name: Warok
- first_name: Peter
full_name: Spiess, Peter
last_name: Spiess
- first_name: Stefan
full_name: Witte, Stefan
id: '1605'
last_name: Witte
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Glock S, Hausmann S, Gerke S, et al. Optical classification for quality and
defect analysis of train brakes. In: Optical Measurement Systems for Industrial
Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe.
Peter H. Lehmann, Ed. ; Pt. 2 . Vol 7389. Proceedings of SPIE. SPIE ; 2009.
doi:https://doi.org/10.1117/12.827457'
apa: 'Glock, S., Hausmann, S., Gerke, S., Warok, A., Spiess, P., Witte, S., &
Lohweg, V. (2009). Optical classification for quality and defect analysis of train
brakes. Optical Measurement Systems for Industrial Inspection VI : 15 - 18
June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ;
Pt. 2 , 7389, Article 7389 1Y. https://doi.org/10.1117/12.827457'
bjps: 'Glock S et al. (2009) Optical Classification for Quality and
Defect Analysis of Train Brakes. Optical Measurement Systems for Industrial
Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe.
Peter H. Lehmann, Ed. ; Pt. 2 , vol. 7389. Bellingham, Wash. : SPIE .'
chicago: 'Glock, Stefan, Stefan Hausmann, Sebastian Gerke, Alexander Warok, Peter
Spiess, Stefan Witte, and Volker Lohweg. “Optical Classification for Quality and
Defect Analysis of Train Brakes.” In Optical Measurement Systems for Industrial
Inspection VI : 15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe.
Peter H. Lehmann, Ed. ; Pt. 2 , Vol. 7389. Proceedings of SPIE. Bellingham,
Wash. : SPIE , 2009. https://doi.org/10.1117/12.827457.'
chicago-de: 'Glock, Stefan, Stefan Hausmann, Sebastian Gerke, Alexander Warok, Peter
Spiess, Stefan Witte und Volker Lohweg. 2009. Optical classification for quality
and defect analysis of train brakes. In: Optical measurement systems for industrial
inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe.
Peter H. Lehmann, ed. ; Pt. 2 , 7389:. Proceedings of SPIE. Bellingham,
Wash. : SPIE . doi:https://doi.org/10.1117/12.827457,
.'
din1505-2-1: 'Glock, Stefan ; Hausmann, Stefan ; Gerke,
Sebastian ; Warok, Alexander
; Spiess, Peter ; Witte,
Stefan ; Lohweg, Volker:
Optical classification for quality and defect analysis of train brakes. In: Optical
measurement systems for industrial inspection VI : 15 - 18 June 2009, Munich,
Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 , Proceedings
of SPIE. Bd. 7389. Bellingham, Wash. : SPIE , 2009'
havard: 'S. Glock, S. Hausmann, S. Gerke, A. Warok, P. Spiess, S. Witte, V. Lohweg,
Optical classification for quality and defect analysis of train brakes, in: Optical
Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009, Munich,
Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 , SPIE , Bellingham,
Wash. , 2009.'
ieee: 'S. Glock et al., “Optical classification for quality and defect analysis
of train brakes,” in Optical measurement systems for industrial inspection
VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann,
ed. ; Pt. 2 , München, 2009, vol. 7389. doi: https://doi.org/10.1117/12.827457.'
mla: 'Glock, Stefan, et al. “Optical Classification for Quality and Defect Analysis
of Train Brakes.” Optical Measurement Systems for Industrial Inspection VI :
15 - 18 June 2009, Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann,
Ed. ; Pt. 2 , vol. 7389, 7389 1Y, SPIE , 2009, https://doi.org/10.1117/12.827457.'
short: 'S. Glock, S. Hausmann, S. Gerke, A. Warok, P. Spiess, S. Witte, V. Lohweg,
in: Optical Measurement Systems for Industrial Inspection VI : 15 - 18 June 2009,
Munich, Germany / Sponsored by SPIE Europe. Peter H. Lehmann, Ed. ; Pt. 2 , SPIE
, Bellingham, Wash. , 2009.'
ufg: 'Glock, Stefan u. a.: Optical classification for quality and defect
analysis of train brakes, in: o. Hg.: Optical measurement systems for industrial
inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored by SPIE Europe.
Peter H. Lehmann, ed. ; Pt. 2 , Bd. 7389, Bellingham, Wash. 2009 ( Proceedings
of SPIE).'
van: 'Glock S, Hausmann S, Gerke S, Warok A, Spiess P, Witte S, et al. Optical classification
for quality and defect analysis of train brakes. In: Optical measurement systems
for industrial inspection VI : 15 - 18 June 2009, Munich, Germany / sponsored
by SPIE Europe Peter H Lehmann, ed ; Pt 2 . Bellingham, Wash. : SPIE ; 2009.
( Proceedings of SPIE; vol. 7389).'
conference:
end_date: 2009-06-18
location: München
name: 'VI. Optical measurement systems for industrial inspection '
start_date: 2009-06-15
date_created: 2019-11-29T14:42:59Z
date_updated: 2023-08-14T13:24:22Z
department:
- _id: DEP5023
doi: https://doi.org/10.1117/12.827457
intvolume: ' 7389'
language:
- iso: eng
main_file_link:
- url: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/7389/73891Y/Optical-classification-for-quality-and-defect-analysis-of-train-brakes/10.1117/12.827457.full
place: ' Bellingham, Wash. '
publication: 'Optical measurement systems for industrial inspection VI : 15 - 18 June
2009, Munich, Germany / sponsored by SPIE Europe. Peter H. Lehmann, ed. ; Pt. 2 '
publication_identifier:
isbn:
- ' 9780819476722 '
publication_status: published
publisher: 'SPIE '
series_title: ' Proceedings of SPIE'
status: public
title: Optical classification for quality and defect analysis of train brakes
type: conference
user_id: '83781'
volume: 7389
year: '2009'
...