---
_id: '11997'
abstract:
- lang: eng
  text: "In Germany, individuals unable or not yet able to return to the general labor
    market due to disabilities are employed in sheltered workshops which are called
    WfbM (“Werkstätten für behinderte Menschen”). These organizations are required
    to earn the wages for the aforementioned group of people by offering market services.
    These services include, in particular, assembly activities. However, WfbM face
    the challenge that customer orders tend to become more complex, especially as
    a result of an increased number of product variants. This development not only
    has an impact on the work in WfbM, but also makes it much more difficult to achieve
    the desired inclusion of people with disabilities in the general labor market.
    Bearing this in mind, the research question addressed in this article can be stated
    as such: How far can the use of an informational assistance system compensate
    for performance deficits of people with disabilities in the context of assembly?
    The results of the conducted laboratory study show that the implementation of
    an assistance system can help to reduce existing barriers and challenges resulting
    from the mismatch between requirements of the general labor market and the performance
    characteristics of people with cognitive impairments.\r\nPractical Relevance:
    For people with disabilities, the use of assistance systems opens up new opportunities
    for participation in the general labor market and thus makes an important contribution
    to implementing the requirements of the “Bundesteilhabegesetz” (a law to strengthen
    participation of people with disabilities in Germany)."
- lang: ger
  text: "In Deutschland werden Personen, die aufgrund von Beeinträchtigungen nicht
    bzw. noch nicht wieder auf dem allgemeinen Arbeitsmarkt tätig sein können, in
    einer „Werkstatt für behinderte Menschen (WfbM)“ beschäftigt. Diese Einrichtungen
    müssen die Arbeitsentgelte für den genannten Personenkreis durch am Markt angebotene
    Leistungen selbst erwirtschaften. Zu diesen Leistungen zählen vor allem Montagetätigkeiten.
    Allerdings stehen WfbM vor der Herausforderung, dass Kundenaufträge insbesondere
    infolge einer gestiegenen Variantenvielfalt tendenziell komplexer werden. Diese
    Entwicklung wirkt sich nicht nur auf die Arbeit in den Werkstätten aus, sondern
    hat auch zur Folge, dass die angestrebte Inklusion von Personen mit Unterstützungsbedarfen
    in den allgemeinen Arbeitsmarkt deutlich erschwert wird. Vor diesem Hintergrund
    wird in dem Beitrag der Forschungsfrage nachgegangen, inwieweit der Einsatz eines
    informatorischen Assistenzsystems Leistungsdefizite von Personen mit Unterstützungsbedarfen
    im Kontext der Montage ausgleichen kann. Die Ergebnisse der durchgeführten Laborstudie
    zeigen, dass die Einführung eines Assistenzsystems dazu beitragen kann, bestehende
    Barrieren, die sich aus der Inkongruenz zwischen den Anforderungen des allgemeinen
    Arbeitsmarktes und den Leistungsmerkmalen von Personen mit kognitiven Beeinträchtigungen
    ergeben, abzubauen.\r\n\r\nPraktische Relevanz: Der Einsatz von informatorischen
    Assistenzsystemen kann Personen mit Unterstützungsbedarfen eine Teilhabe am Arbeitsleben
    ermöglichen und leistet damit einen wichtigen Beitrag zur Umsetzung des Bundesteilhabegesetzes."
article_type: review
author:
- first_name: Sven
  full_name: Bendzioch, Sven
  id: '71395'
  last_name: Bendzioch
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Bendzioch S, Hinrichsen S. Potentials of an informational assembly assistance
    system for persons with cognitive disabilities — Results of a laboratory study.
    <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i>. 2024;78(2):240-253. doi:<a href="https://doi.org/10.1007/s41449-024-00414-9">10.1007/s41449-024-00414-9</a>
  apa: Bendzioch, S., &#38; Hinrichsen, S. (2024). Potentials of an informational
    assembly assistance system for persons with cognitive disabilities — Results of
    a laboratory study. <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i>, <i>78</i>(2),
    240–253. <a href="https://doi.org/10.1007/s41449-024-00414-9">https://doi.org/10.1007/s41449-024-00414-9</a>
  bjps: <b>Bendzioch S and Hinrichsen S</b> (2024) Potentials of an Informational
    Assembly Assistance System for Persons with Cognitive Disabilities — Results of
    a Laboratory Study. <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> <b>78</b>,
    240–253.
  chicago: 'Bendzioch, Sven, and Sven Hinrichsen. “Potentials of an Informational
    Assembly Assistance System for Persons with Cognitive Disabilities — Results of
    a Laboratory Study.” <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i> 78, no.
    2 (2024): 240–53. <a href="https://doi.org/10.1007/s41449-024-00414-9">https://doi.org/10.1007/s41449-024-00414-9</a>.'
  chicago-de: 'Bendzioch, Sven und Sven Hinrichsen. 2024. Potentials of an informational
    assembly assistance system for persons with cognitive disabilities — Results of
    a laboratory study. <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> 78, Nr. 2:
    240–253. doi:<a href="https://doi.org/10.1007/s41449-024-00414-9">10.1007/s41449-024-00414-9</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Bendzioch, Sven</span> ; <span
    style="font-variant:small-caps;">Hinrichsen, Sven</span>: Potentials of an informational
    assembly assistance system for persons with cognitive disabilities — Results of
    a laboratory study. In: <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> Bd. 78.
    Heidelberg, Springer-Verlag GmbH  (2024), Nr. 2, S. 240–253'
  havard: S. Bendzioch, S. Hinrichsen, Potentials of an informational assembly assistance
    system for persons with cognitive disabilities — Results of a laboratory study,
    Zeitschrift Für Arbeitswissenschaft (ZfA). 78 (2024) 240–253.
  ieee: 'S. Bendzioch and S. Hinrichsen, “Potentials of an informational assembly
    assistance system for persons with cognitive disabilities — Results of a laboratory
    study,” <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i>, vol. 78, no. 2, pp.
    240–253, 2024, doi: <a href="https://doi.org/10.1007/s41449-024-00414-9">10.1007/s41449-024-00414-9</a>.'
  mla: Bendzioch, Sven, and Sven Hinrichsen. “Potentials of an Informational Assembly
    Assistance System for Persons with Cognitive Disabilities — Results of a Laboratory
    Study.” <i>Zeitschrift Für Arbeitswissenschaft (ZfA)</i>, vol. 78, no. 2, 2024,
    pp. 240–53, <a href="https://doi.org/10.1007/s41449-024-00414-9">https://doi.org/10.1007/s41449-024-00414-9</a>.
  short: S. Bendzioch, S. Hinrichsen, Zeitschrift Für Arbeitswissenschaft (ZfA) 78
    (2024) 240–253.
  ufg: '<b>Bendzioch, Sven/Hinrichsen, Sven</b>: Potentials of an informational assembly
    assistance system for persons with cognitive disabilities — Results of a laboratory
    study, in: <i>Zeitschrift für Arbeitswissenschaft (ZfA)</i> 78 (2024), H. 2, 
    S. 240–253.'
  van: Bendzioch S, Hinrichsen S. Potentials of an informational assembly assistance
    system for persons with cognitive disabilities — Results of a laboratory study.
    Zeitschrift für Arbeitswissenschaft (ZfA). 2024;78(2):240–53.
date_created: 2024-10-17T10:43:31Z
date_updated: 2026-01-09T07:39:04Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.1007/s41449-024-00414-9
intvolume: '        78'
issue: '2'
keyword:
- Informational Assistance System
- People with Disabilities
- Manual Assembly
- Image Processing System
- Laboratory Study
language:
- iso: eng
page: 240-253
place: Heidelberg
publication: Zeitschrift für Arbeitswissenschaft (ZfA)
publication_identifier:
  eissn:
  - 2366-4681
  issn:
  - 0340-2444
publication_status: published
publisher: 'Springer-Verlag GmbH '
quality_controlled: '1'
status: public
title: Potentials of an informational assembly assistance system for persons with
  cognitive disabilities — Results of a laboratory study
type: scientific_journal_article
user_id: '49010'
volume: 78
year: '2024'
...
---
_id: '10783'
abstract:
- lang: eng
  text: The development trend in manual assembly towards increasing demands in terms
    of quality, variety, and cost pressure makes the transition for people with cognitive
    disabilities to the general labor market extremely difficult. Nevertheless, this
    employment sector is a central component of many activities in a sheltered workshop.
    Therefore, this paper investigates the use of an informational assistance system
    for persons with cognitive impairments to close the gap between the characteristics
    of this group and the operational requirements. In this way, the transition from
    the sheltered workshop to the general labor market will be facilitated and promoted.
author:
- first_name: Sven
  full_name: Bendzioch, Sven
  id: '71395'
  last_name: Bendzioch
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Bendzioch S, Hinrichsen S. <i>Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly?</i> Vol 11. AHFE International;
    2023:548-556. doi:<a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>
  apa: 'Bendzioch, S., &#38; Hinrichsen, S. (2023). Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?
    In <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i> (Vol. 11, pp. 548–556). AHFE International. <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>'
  bjps: <b>Bendzioch S and Hinrichsen S</b> (2023) <i>Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>
    AHFE International.
  chicago: 'Bendzioch, Sven, and Sven Hinrichsen. <i>Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>
    <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i>. Vol. 11. Human Interaction and Emerging Technologies
    (IHIET 2023). AHFE International, 2023. <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>.'
  chicago-de: 'Bendzioch, Sven und Sven Hinrichsen. 2023. <i>Informational Assistance
    System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual
    Assembly?</i> <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial
    Intelligence &#38; Future Applications</i>. Bd. 11. Human Interaction and Emerging
    Technologies (IHIET 2023). AHFE International. doi:<a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Bendzioch, Sven</span> ; <span
    style="font-variant:small-caps;">Hinrichsen, Sven</span>: <i>Informational Assistance
    System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual
    Assembly?</i>, <i>Human Interaction and Emerging Technologies (IHIET 2023)</i>.
    Bd. 11 : AHFE International, 2023'
  havard: S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to
    Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?, AHFE
    International, 2023.
  ieee: 'S. Bendzioch and S. Hinrichsen, <i>Informational Assistance System – a Key
    to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>,
    vol. 11. AHFE International, 2023, pp. 548–556. doi: <a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>.'
  mla: 'Bendzioch, Sven, and Sven Hinrichsen. “Informational Assistance System – a
    Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?”
    <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i>, vol. 11, AHFE International, 2023, pp. 548–56,
    <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>.'
  short: S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly?, AHFE International,
    2023.
  ufg: '<b>Bendzioch, Sven/Hinrichsen, Sven</b>: Informational Assistance System –
    a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?,
    Bd. 11, o. O. 2023 (Human Interaction and Emerging Technologies (IHIET 2023)).'
  van: 'Bendzioch S, Hinrichsen S. Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly? Human Interaction &#38;
    Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications.
    AHFE International; 2023. (Human Interaction and Emerging Technologies (IHIET
    2023); vol. 11).'
conference:
  end_date: 2023-08-24
  location: NIzza
  name: IHIET 2023
  start_date: 2023-08-22
date_created: 2023-11-16T12:05:40Z
date_updated: 2023-11-16T12:05:47Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1004061
intvolume: '        11'
keyword:
- Manual Assembly
- Informational Assistance System
- Image Processing System
- People with Disabilities
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 548-556
publication: 'Human Interaction & Emerging Technologies (IHIET 2023): Artificial Intelligence
  & Future Applications'
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
series_title: Human Interaction and Emerging Technologies (IHIET 2023)
status: public
title: Informational Assistance System – a Key to Self-Empowerment of Persons with
  Cognitive Disabilities in Manual Assembly?
type: conference_editor_article
user_id: '83780'
volume: 11
year: '2023'
...
---
_id: '1901'
abstract:
- lang: eng
  text: 'As customers’ options for configuring products to match their requirements
    increase, the number of assembly variants grows. Due to this large number of variants,
    assembly processes often cannot be automated in an economical way, and manual
    assembly remains highly important. Additional support options must be implemented
    to continue completing manual assembly processes reliably in the future. Image
    processing systems are one promising approach. The purpose of this paper is to
    establish the potential offered by industrial image processing in manual assembly,
    building on fundamental concepts, as well as to identify requirements and provide
    recommendations for selecting and arranging system components. '
author:
- first_name: Alexander
  full_name: Nikolenko, Alexander
  id: '71431'
  last_name: Nikolenko
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: 'Nikolenko A, Hinrichsen S. Potential of Industrial Image Processing in Manual
    Assembly. In: Ahram T, Karwowski W, Pickl S, Taiar R, eds. <i>Human Systems Engineering
    and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>.
    Vol 1026. Advances in Intelligent Systems and Computing. Cham: Springer Nature;
    2019:795-800. doi:<a href="https://doi.org/10.1007/978-3-030-27928-8_121">https://doi.org/10.1007/978-3-030-27928-8_121</a>'
  apa: 'Nikolenko, A., &#38; Hinrichsen, S. (2019). Potential of Industrial Image
    Processing in Manual Assembly. In T. Ahram, W. Karwowski, S. Pickl, &#38; R. Taiar
    (Eds.), <i>Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent
    Systems and Computing</i> (Vol. 1026, pp. 795–800). Cham: Springer Nature. <a
    href="https://doi.org/10.1007/978-3-030-27928-8_121">https://doi.org/10.1007/978-3-030-27928-8_121</a>'
  bjps: '<b>Nikolenko A and Hinrichsen S</b> (2019) Potential of Industrial Image
    Processing in Manual Assembly. In Ahram T et al. (eds), <i>Human Systems Engineering
    and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>,
    vol. 1026. Cham: Springer Nature, pp. 795–800.'
  chicago: 'Nikolenko, Alexander, and Sven Hinrichsen. “Potential of Industrial Image
    Processing in Manual Assembly.” In <i>Human Systems Engineering and Design II.
    IHSED 2019. Advances in Intelligent Systems and Computing</i>, edited by T. Ahram,
    W. Karwowski, S. Pickl, and R. Taiar, 1026:795–800. Advances in Intelligent Systems
    and Computing. Cham: Springer Nature, 2019. <a href="https://doi.org/10.1007/978-3-030-27928-8_121">https://doi.org/10.1007/978-3-030-27928-8_121</a>.'
  chicago-de: 'Nikolenko, Alexander und Sven Hinrichsen. 2019. Potential of Industrial
    Image Processing in Manual Assembly. In: <i>Human Systems Engineering and Design
    II. IHSED 2019. Advances in Intelligent Systems and Computing</i>, hg. von T.
    Ahram, W. Karwowski, S. Pickl, und R. Taiar, 1026:795–800. Advances in Intelligent
    Systems and Computing. Cham: Springer Nature. doi:<a href="https://doi.org/10.1007/978-3-030-27928-8_121,">https://doi.org/10.1007/978-3-030-27928-8_121,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Nikolenko, Alexander</span>
    ; <span style="font-variant:small-caps;">Hinrichsen, Sven</span>: Potential of
    Industrial Image Processing in Manual Assembly. In: <span style="font-variant:small-caps;">Ahram,
    T.</span> ; <span style="font-variant:small-caps;">Karwowski, W.</span> ; <span
    style="font-variant:small-caps;">Pickl, S.</span> ; <span style="font-variant:small-caps;">Taiar,
    R.</span> (Hrsg.): <i>Human Systems Engineering and Design II. IHSED 2019. Advances
    in Intelligent Systems and Computing</i>, <i>Advances in Intelligent Systems and
    Computing</i>. Bd. 1026. Cham : Springer Nature, 2019, S. 795–800'
  havard: 'A. Nikolenko, S. Hinrichsen, Potential of Industrial Image Processing in
    Manual Assembly, in: T. Ahram, W. Karwowski, S. Pickl, R. Taiar (Eds.), Human
    Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems
    and Computing, Springer Nature, Cham, 2019: pp. 795–800.'
  ieee: A. Nikolenko and S. Hinrichsen, “Potential of Industrial Image Processing
    in Manual Assembly,” in <i>Human Systems Engineering and Design II. IHSED 2019.
    Advances in Intelligent Systems and Computing</i>, Universität der Bundeswehr,
    München, 2019, vol. 1026, pp. 795–800.
  mla: Nikolenko, Alexander, and Sven Hinrichsen. “Potential of Industrial Image Processing
    in Manual Assembly.” <i>Human Systems Engineering and Design II. IHSED 2019. Advances
    in Intelligent Systems and Computing</i>, edited by T. Ahram et al., vol. 1026,
    Springer Nature, 2019, pp. 795–800, doi:<a href="https://doi.org/10.1007/978-3-030-27928-8_121">https://doi.org/10.1007/978-3-030-27928-8_121</a>.
  short: 'A. Nikolenko, S. Hinrichsen, in: T. Ahram, W. Karwowski, S. Pickl, R. Taiar
    (Eds.), Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent
    Systems and Computing, Springer Nature, Cham, 2019, pp. 795–800.'
  ufg: '<b>Nikolenko, Alexander/Hinrichsen, Sven (2019)</b>: Potential of Industrial
    Image Processing in Manual Assembly, in: T. Ahram et. al. (Hgg.): <i>Human Systems
    Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing</i>
    (=<i>Advances in Intelligent Systems and Computing 1026</i>), Cham, S. 795–800.'
  van: 'Nikolenko A, Hinrichsen S. Potential of Industrial Image Processing in Manual
    Assembly. In: Ahram T, Karwowski W, Pickl S, Taiar R, editors. Human Systems Engineering
    and Design II IHSED 2019 Advances in Intelligent Systems and Computing. Cham:
    Springer Nature; 2019. p. 795–800. (Advances in Intelligent Systems and Computing;
    vol. 1026).'
conference:
  end_date: 2019-09-18
  location: Universität der Bundeswehr, München
  name: '2nd International Conference on Human Systems Engineering and Design (IHSED2019):
    Future Trends and Applications'
  start_date: 2019-09-16
date_created: 2019-09-10T05:52:02Z
date_updated: 2023-03-15T13:49:37Z
department:
- _id: DEP7020
- _id: DEP1305
doi: https://doi.org/10.1007/978-3-030-27928-8_121
editor:
- first_name: T.
  full_name: Ahram, T.
  last_name: Ahram
- first_name: W.
  full_name: Karwowski, W.
  last_name: Karwowski
- first_name: S.
  full_name: Pickl, S.
  last_name: Pickl
- first_name: R.
  full_name: Taiar, R.
  last_name: Taiar
intvolume: '      1026'
keyword:
- Industrial image processing
- Manual assembly
- Assistance systems
- Machine vision
language:
- iso: eng
page: 795-800
place: Cham
publication: Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent
  Systems and Computing
publication_identifier:
  eisbn:
  - 978-3-030-27928-8
  isbn:
  - 978-3-030-27927-1
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
series_title: Advances in Intelligent Systems and Computing
status: public
title: Potential of Industrial Image Processing in Manual Assembly
type: conference
user_id: '74004'
volume: 1026
year: 2019
...
---
_id: '2022'
abstract:
- lang: eng
  text: 'Nowadays, the boost of optical imaging technologies results in more data
    with a faster rate are being collected. Consequently, data and knowledge discovery
    science has become an attractive and a fast growing topic in several industry
    and research area. Motif discovery in image processing aims to tackle the problem
    of deriving structures or detecting regularities in image databases. Most of the
    motif discovery methods first convert images into time series and then attempt
    to find motifs in such data. This might lead to information loss and also the
    problem of inability to detect shifted and multi-scale image motifs  of different
    size. Here, a method is proposed to find image motifs of different size in image
    datasets by applying images in original dimension without converting them to time
    series. Images are inspected by the Complex Quad Tree Wavelet Packet transform
    which provides broad frequency analysis of an image in various scales. Next, features
    are extracted from the wavelet coefficients. Finally, image motifs are detected
    by measuring the similarity of the features. The performance of the proposed method
    is demonstrated on a dataset with images from diverse applications, such as hand
    gesture, text recognition, leaf and plant identification, etc. '
author:
- first_name: Sahar
  full_name: Deppe, Sahar
  id: '52121'
  last_name: Deppe
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Deppe S, Lohweg V. Shift-Invariant Motif Discovery in Image Processing “Best
    Paper Award.” In: Leister W, ed. <i>PESARO 2017 The Seventh International Conference
    on Performance, Safety and Robustness in Complex Systems and Applications</i>.
    PESARO 2017; Venice, Italy  : The Seventh International Conference on Performance,
    Safety and Robustness in Complex Systems and Applications; Special track MAIS:
    Machine Learning Algorithms in Image and Signal Processing; 2017:27-32.'
  apa: 'Deppe, S., &#38; Lohweg, V. (2017). Shift-Invariant Motif Discovery in Image
    Processing “Best Paper Award.” In W. Leister (Ed.), <i>PESARO 2017 The Seventh
    International Conference on Performance, Safety and Robustness in Complex Systems
    and Applications</i> (pp. 27–32). PESARO 2017; Venice, Italy  : The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications;
    Special track MAIS: Machine Learning Algorithms in Image and Signal Processing.'
  bjps: '<b>Deppe S and Lohweg V</b> (2017) Shift-Invariant Motif Discovery in Image
    Processing ‘Best Paper Award’. In Leister W (ed.), <i>PESARO 2017 The Seventh
    International Conference on Performance, Safety and Robustness in Complex Systems
    and Applications</i>. PESARO 2017; Venice, Italy  : The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications;
    Special track MAIS: Machine Learning Algorithms in Image and Signal Processing,
    pp. 27–32.'
  chicago: 'Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Motif Discovery in Image
    Processing ‘Best Paper Award.’” In <i>PESARO 2017 The Seventh International Conference
    on Performance, Safety and Robustness in Complex Systems and Applications</i>,
    edited by Wolfgang Leister, 27–32. PESARO 2017; Venice, Italy  : The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications;
    Special track MAIS: Machine Learning Algorithms in Image and Signal Processing,
    2017.'
  chicago-de: 'Deppe, Sahar und Volker Lohweg. 2017. Shift-Invariant Motif Discovery
    in Image Processing „Best Paper Award“. In: <i>PESARO 2017 The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications</i>,
    hg. von Wolfgang Leister, 27–32. PESARO 2017; Venice, Italy  : The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications;
    Special track MAIS: Machine Learning Algorithms in Image and Signal Processing.'
  din1505-2-1: '<span style="font-variant:small-caps;">Deppe, Sahar</span> ; <span
    style="font-variant:small-caps;">Lohweg, Volker</span>: Shift-Invariant Motif
    Discovery in Image Processing „Best Paper Award“. In: <span style="font-variant:small-caps;">Leister,
    W.</span> (Hrsg.): <i>PESARO 2017 The Seventh International Conference on Performance,
    Safety and Robustness in Complex Systems and Applications</i>. PESARO 2017; Venice,
    Italy   : The Seventh International Conference on Performance, Safety and Robustness
    in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms
    in Image and Signal Processing, 2017, S. 27–32'
  havard: 'S. Deppe, V. Lohweg, Shift-Invariant Motif Discovery in Image Processing
    “Best Paper Award,” in: W. Leister (Ed.), PESARO 2017 The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications,
    The Seventh International Conference on Performance, Safety and Robustness in
    Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms
    in Image and Signal Processing, PESARO 2017; Venice, Italy  , 2017: pp. 27–32.'
  ieee: S. Deppe and V. Lohweg, “Shift-Invariant Motif Discovery in Image Processing
    ‘Best Paper Award,’” in <i>PESARO 2017 The Seventh International Conference on
    Performance, Safety and Robustness in Complex Systems and Applications</i>, Venice,
    Italy , 2017, pp. 27–32.
  mla: 'Deppe, Sahar, and Volker Lohweg. “Shift-Invariant Motif Discovery in Image
    Processing ‘Best Paper Award.’” <i>PESARO 2017 The Seventh International Conference
    on Performance, Safety and Robustness in Complex Systems and Applications</i>,
    edited by Wolfgang Leister, The Seventh International Conference on Performance,
    Safety and Robustness in Complex Systems and Applications; Special track MAIS:
    Machine Learning Algorithms in Image and Signal Processing, 2017, pp. 27–32.'
  short: 'S. Deppe, V. Lohweg, in: W. Leister (Ed.), PESARO 2017 The Seventh International
    Conference on Performance, Safety and Robustness in Complex Systems and Applications,
    The Seventh International Conference on Performance, Safety and Robustness in
    Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms
    in Image and Signal Processing, PESARO 2017; Venice, Italy  , 2017, pp. 27–32.'
  ufg: '<b>Deppe, Sahar/Lohweg, Volker (2017)</b>: Shift-Invariant Motif Discovery
    in Image Processing „Best Paper Award“, in: Wolfgang Leister (Hg.): <i>PESARO
    2017 The Seventh International Conference on Performance, Safety and Robustness
    in Complex Systems and Applications</i>, PESARO 2017; Venice, Italy  , S. 27–32.'
  van: 'Deppe S, Lohweg V. Shift-Invariant Motif Discovery in Image Processing “Best
    Paper Award.” In: Leister W, editor. PESARO 2017 The Seventh International Conference
    on Performance, Safety and Robustness in Complex Systems and Applications. PESARO
    2017; Venice, Italy  : The Seventh International Conference on Performance, Safety
    and Robustness in Complex Systems and Applications; Special track MAIS: Machine
    Learning Algorithms in Image and Signal Processing; 2017. p. 27–32.'
conference:
  end_date: 2017-04-27
  location: 'Venice, Italy '
  name: 7. International Conference on Performance (PESARO 2017)
  start_date: 2017-04-23
date_created: 2019-11-25T09:06:50Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
editor:
- first_name: Wolfgang
  full_name: Leister, Wolfgang
  last_name: Leister
keyword:
- Motif discovery
- Image processing
- Wavelet transformation
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.thinkmind.org/index.php?view=instance&instance=PESARO+2017
oa: '1'
page: 27-32
place: 'PESARO 2017; Venice, Italy  '
publication: PESARO 2017 The Seventh International Conference on Performance, Safety
  and Robustness in Complex Systems and Applications
publication_identifier:
  eisbn:
  - 978-1-61208-549-4
  eissn:
  - 2308-3700
publication_status: published
publisher: 'The Seventh International Conference on Performance, Safety and Robustness
  in Complex Systems and Applications; Special track MAIS: Machine Learning Algorithms
  in Image and Signal Processing'
status: public
title: Shift-Invariant Motif Discovery in Image Processing 'Best Paper Award'
type: conference
user_id: '15514'
year: 2017
...
---
_id: '2128'
abstract:
- lang: eng
  text: We present the concept of a perceptive motor in terms of a cyber-physical
    system (CPS). A model application monitoring a knitting process was developed,
    where the take-off of the produced fabric is controlled by an electric motor.
    The idea is to equip a synchronous motor with a smart camera and appropriate image
    processing hard- and software components. Subsequently, the characteristics of
    knitted fabric are analysed by machine-learning (ML) methods. Our concept includes
    motor-current analysis and image processing. The aim is to implement an assistance
    system for the industrial large circular knitting process. An assistance system
    will help to shorten the retrofitting process. The concept is based on a low cost
    hardware approach for a smart camera, and stems from the recent development of
    image processing applications for mobile devices [1–4].
author:
- first_name: Kristijan
  full_name: Vukovic, Kristijan
  last_name: Vukovic
- first_name: Kristina
  full_name: Simonis, Kristina
  last_name: Simonis
- 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: 'Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System
    for an Industrial Machine Learning Task. In: <i>Conference on Machine Learning
    for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA,
    Lemgo; 2015. doi:<a href="https://doi.org/10.1007/978-3-662-48838-6_8">10.1007/978-3-662-48838-6_8</a>'
  apa: Vukovic, K., Simonis, K., Dörksen, H., &#38; Lohweg, V. (2015). Efficient Image
    Processing System for an Industrial Machine Learning Task. In <i>Conference on
    Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer Application
    Centre IOSB-INA, Lemgo. <a href="https://doi.org/10.1007/978-3-662-48838-6_8">https://doi.org/10.1007/978-3-662-48838-6_8</a>
  bjps: <b>Vukovic K <i>et al.</i></b> (2015) Efficient Image Processing System for
    an Industrial Machine Learning Task. <i>Conference on Machine Learning for Cyber-Physical
    Systems (ML4CPS)</i>. Fraunhofer Application Centre IOSB-INA, Lemgo.
  chicago: Vukovic, Kristijan, Kristina Simonis, Helene Dörksen, and Volker Lohweg.
    “Efficient Image Processing System for an Industrial Machine Learning Task.” In
    <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer
    Application Centre IOSB-INA, Lemgo, 2015. <a href="https://doi.org/10.1007/978-3-662-48838-6_8">https://doi.org/10.1007/978-3-662-48838-6_8</a>.
  chicago-de: 'Vukovic, Kristijan, Kristina Simonis, Helene Dörksen und Volker Lohweg.
    2015. Efficient Image Processing System for an Industrial Machine Learning Task.
    In: <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>.
    Fraunhofer Application Centre IOSB-INA, Lemgo. doi:<a href="https://doi.org/10.1007/978-3-662-48838-6_8,">10.1007/978-3-662-48838-6_8,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Vukovic, Kristijan</span> ;
    <span style="font-variant:small-caps;">Simonis, Kristina</span> ; <span style="font-variant:small-caps;">Dörksen,
    Helene</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    Efficient Image Processing System for an Industrial Machine Learning Task. In:
    <i>Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)</i>. Fraunhofer
    Application Centre IOSB-INA, Lemgo, 2015'
  havard: 'K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, Efficient Image Processing
    System for an Industrial Machine Learning Task, in: Conference on Machine Learning
    for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA, Lemgo,
    2015.'
  ieee: K. Vukovic, K. Simonis, H. Dörksen, and V. Lohweg, “Efficient Image Processing
    System for an Industrial Machine Learning Task,” in <i>Conference on Machine Learning
    for Cyber-Physical Systems (ML4CPS)</i>, 2015.
  mla: Vukovic, Kristijan, et al. “Efficient Image Processing System for an Industrial
    Machine Learning Task.” <i>Conference on Machine Learning for Cyber-Physical Systems
    (ML4CPS)</i>, 2015, doi:<a href="https://doi.org/10.1007/978-3-662-48838-6_8">10.1007/978-3-662-48838-6_8</a>.
  short: 'K. Vukovic, K. Simonis, H. Dörksen, V. Lohweg, in: Conference on Machine
    Learning for Cyber-Physical Systems (ML4CPS), Fraunhofer Application Centre IOSB-INA,
    Lemgo, 2015.'
  ufg: '<b>Vukovic, Kristijan et. al. (2015)</b>: Efficient Image Processing System
    for an Industrial Machine Learning Task, in: <i>Conference on Machine Learning
    for Cyber-Physical Systems (ML4CPS)</i>, Fraunhofer Application Centre IOSB-INA,
    Lemgo.'
  van: 'Vukovic K, Simonis K, Dörksen H, Lohweg V. Efficient Image Processing System
    for an Industrial Machine Learning Task. In: Conference on Machine Learning for
    Cyber-Physical Systems (ML4CPS). Fraunhofer Application Centre IOSB-INA, Lemgo;
    2015.'
date_created: 2019-12-04T09:04:50Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1007/978-3-662-48838-6_8
keyword:
- Assistance System
- Euler Number
- Synchronous Motor
- Image Processing System
- Image Processing Method
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-662-48838-6_8
place: Fraunhofer Application Centre IOSB-INA, Lemgo
publication: Conference on Machine Learning for Cyber-Physical Systems (ML4CPS)
status: public
title: Efficient Image Processing System for an Industrial Machine Learning Task
type: conference
user_id: '68554'
year: 2015
...
---
_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: <i>IST/SPIE Electronic Imaging 2015,
    Digital Photography and Mobile Imaging XI</i>. San Francisco, CA, USA: SPIE; 2015:1-12.
    doi:<a href="https://doi.org/10.1117/12.2076146">10.1117/12.2076146</a>'
  apa: 'Henning, K.-F., Fritze, A., Gillich, E., Mönks, U., &#38; Lohweg, V. (2015).
    Stable Image Acquisition for Mobile Image Processing Applications. In <i>IST/SPIE
    Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i> (pp. 1–12).
    San Francisco, CA, USA: SPIE. <a href="https://doi.org/10.1117/12.2076146">https://doi.org/10.1117/12.2076146</a>'
  bjps: '<b>Henning K-F <i>et al.</i></b> (2015) Stable Image Acquisition for Mobile
    Image Processing Applications. <i>IST/SPIE Electronic Imaging 2015, Digital Photography
    and Mobile Imaging XI</i>. 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
    <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging XI</i>,
    1–12. San Francisco, CA, USA: SPIE, 2015. <a href="https://doi.org/10.1117/12.2076146">https://doi.org/10.1117/12.2076146</a>.'
  chicago-de: 'Henning, Kai-Fabian, Alexander Fritze, Eugen Gillich, Uwe Mönks und
    Volker Lohweg. 2015. Stable Image Acquisition for Mobile Image Processing Applications.
    In: <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile Imaging
    XI</i>, 1–12. San Francisco, CA, USA: SPIE. doi:<a href="https://doi.org/10.1117/12.2076146,">10.1117/12.2076146,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Henning, Kai-Fabian</span>
    ; <span style="font-variant:small-caps;">Fritze, Alexander</span> ; <span style="font-variant:small-caps;">Gillich,
    Eugen</span> ; <span style="font-variant:small-caps;">Mönks, Uwe</span> ; <span
    style="font-variant:small-caps;">Lohweg, Volker</span>: Stable Image Acquisition
    for Mobile Image Processing Applications. In: <i>IST/SPIE Electronic Imaging 2015,
    Digital Photography and Mobile Imaging XI</i>. 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 <i>IST/SPIE Electronic
    Imaging 2015, Digital Photography and Mobile Imaging XI</i>, 2015, pp. 1–12.
  mla: Henning, Kai-Fabian, et al. “Stable Image Acquisition for Mobile Image Processing
    Applications.” <i>IST/SPIE Electronic Imaging 2015, Digital Photography and Mobile
    Imaging XI</i>, SPIE, 2015, pp. 1–12, doi:<a href="https://doi.org/10.1117/12.2076146">10.1117/12.2076146</a>.
  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: '<b>Henning, Kai-Fabian et. al. (2015)</b>: Stable Image Acquisition for Mobile
    Image Processing Applications, in: <i>IST/SPIE Electronic Imaging 2015, Digital
    Photography and Mobile Imaging XI</i>, 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: '2058'
abstract:
- lang: eng
  text: Nonlinear spatial transforms and fuzzy pattern classification with unimodal
    potential functions are established in signal processing. They have proved to
    be excellent tools in feature extraction and classification. In this paper we
    present a hardware accelerated image processing and classification scheme for
    rotation and translation tolerant two-dimensional pattern recognition, which is
    based on one-dimensional nonlinear discrete circular transforms. However, the
    scheme is simple; it is stable and therefore well suited for industrial applications.
    An implementation on one field programmable gate array (FPGA) is proposed.
author:
- first_name: Tobias
  full_name: Henke, Tobias
  last_name: Henke
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition.
    In: <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>.
    Genova: IEEE; 2005:349-352. doi:<a href="https://doi.org/ 10.1109/ICIP.2005.1529759">
    10.1109/ICIP.2005.1529759</a>'
  apa: 'Henke, T., &#38; Lohweg, V. (2005). A Simplified Scheme For Hardware-Based
    Pattern Recognition. In <i>IEEE International Conference On Image Processing (ICIP),
    Proceedings</i> (pp. 349–352). Genova: IEEE. <a href="https://doi.org/ 10.1109/ICIP.2005.1529759">https://doi.org/
    10.1109/ICIP.2005.1529759</a>'
  bjps: '<b>Henke T and Lohweg V</b> (2005) A Simplified Scheme For Hardware-Based
    Pattern Recognition. <i>IEEE International Conference On Image Processing (ICIP),
    Proceedings</i>. Genova: IEEE, pp. 349–352.'
  chicago: 'Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based
    Pattern Recognition.” In <i>IEEE International Conference On Image Processing
    (ICIP), Proceedings</i>, 349–52. Genova: IEEE, 2005. <a href="https://doi.org/
    10.1109/ICIP.2005.1529759">https://doi.org/ 10.1109/ICIP.2005.1529759</a>.'
  chicago-de: 'Henke, Tobias und Volker Lohweg. 2005. A Simplified Scheme For Hardware-Based
    Pattern Recognition. In: <i>IEEE International Conference On Image Processing
    (ICIP), Proceedings</i>, 349–352. Genova: IEEE. doi:<a href="https://doi.org/
    10.1109/ICIP.2005.1529759,"> 10.1109/ICIP.2005.1529759,</a> .'
  din1505-2-1: '<span style="font-variant:small-caps;">Henke, Tobias</span> ; <span
    style="font-variant:small-caps;">Lohweg, Volker</span>: A Simplified Scheme For
    Hardware-Based Pattern Recognition. In: <i>IEEE International Conference On Image
    Processing (ICIP), Proceedings</i>. Genova : IEEE, 2005, S. 349–352'
  havard: 'T. Henke, V. Lohweg, A Simplified Scheme For Hardware-Based Pattern Recognition,
    in: IEEE International Conference On Image Processing (ICIP), Proceedings, IEEE,
    Genova, 2005: pp. 349–352.'
  ieee: T. Henke and V. Lohweg, “A Simplified Scheme For Hardware-Based Pattern Recognition,”
    in <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>,
    2005, pp. 349–352.
  mla: Henke, Tobias, and Volker Lohweg. “A Simplified Scheme For Hardware-Based Pattern
    Recognition.” <i>IEEE International Conference On Image Processing (ICIP), Proceedings</i>,
    IEEE, 2005, pp. 349–52, doi:<a href="https://doi.org/ 10.1109/ICIP.2005.1529759">
    10.1109/ICIP.2005.1529759</a>.
  short: 'T. Henke, V. Lohweg, in: IEEE International Conference On Image Processing
    (ICIP), Proceedings, IEEE, Genova, 2005, pp. 349–352.'
  ufg: '<b>Henke, Tobias/Lohweg, Volker (2005)</b>: A Simplified Scheme For Hardware-Based
    Pattern Recognition, in: <i>IEEE International Conference On Image Processing
    (ICIP), Proceedings</i>, Genova, S. 349–352.'
  van: 'Henke T, Lohweg V. A Simplified Scheme For Hardware-Based Pattern Recognition.
    In: IEEE International Conference On Image Processing (ICIP), Proceedings. Genova:
    IEEE; 2005. p. 349–52.'
date_created: 2019-11-29T13:17:49Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: ' 10.1109/ICIP.2005.1529759'
keyword:
- Pattern recognition
- Field programmable gate arrays
- Neural networks
- Image processing
- Discrete transforms
- Signal processing
- Image retrieval
- Image recognition
- Transient analysis
- Fuzzy systems
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1529759
page: 349 - 352
place: Genova
publication: IEEE International Conference On Image Processing (ICIP), Proceedings
publication_identifier:
  eissn:
  - '2381-8549 '
  isbn:
  - 0-7803-9134-9
  issn:
  - '1522-4880 '
publication_status: published
publisher: IEEE
status: public
title: A Simplified Scheme For Hardware-Based Pattern Recognition
type: conference
user_id: '45673'
year: 2005
...
---
_id: '2056'
abstract:
- lang: eng
  text: Nonlinear spatial transforms and fuzzy pattern classification with unimodal
    potential functions are established in signal processing. They have proved to
    be excellent tools in feature extraction and classification. In this paper, we
    will present a hardware-accelerated image processing and classification system
    which is implemented on one field-programmable gate array (FPGA). Nonlinear discrete
    circular transforms generate a feature vector. The features are analyzed by a
    fuzzy classifier. This principle can be used for feature extraction, pattern recognition,
    and classification tasks. Implementation in radix-2 structures is possible, allowing
    fast calculations with a computational complexity of up to. Furthermore, the pattern
    separability properties of these transforms are better than those achieved with
    the well-known method based on the power spectrum of the Fourier Transform, or
    on several other transforms. Using different signal flow structures, the transforms
    can be adapted to different image and signal processing applications.
author:
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
- first_name: Carsten
  full_name: Diederichs, Carsten
  id: '44209'
  last_name: Diederichs
- first_name: Dietmar
  full_name: Müller, Dietmar
  last_name: Müller
citation:
  ama: 'Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition.
    <i>EURASIP journal on applied signal processing : a publication of the European
    Association for Speech, Signal, and Image Processing </i>. 2004;12(1):1912-1920.
    doi:<a href="https://doi.org/10.1155/S1110865704404247">https://doi.org/10.1155/S1110865704404247</a>'
  apa: 'Lohweg, V., Diederichs, C., &#38; Müller, D. (2004). Algorithms for Hardware-Based
    Pattern Recognition. <i>EURASIP Journal on Applied Signal Processing : A Publication
    of the European Association for Speech, Signal, and Image Processing </i>, <i>12</i>(1),
    1912–1920. <a href="https://doi.org/10.1155/S1110865704404247">https://doi.org/10.1155/S1110865704404247</a>'
  bjps: '<b>Lohweg V, Diederichs C and Müller D</b> (2004) Algorithms for Hardware-Based
    Pattern Recognition. <i>EURASIP journal on applied signal processing : a publication
    of the European Association for Speech, Signal, and Image Processing </i> <b>12</b>,
    1912–1920.'
  chicago: 'Lohweg, Volker, Carsten Diederichs, and Dietmar Müller. “Algorithms for
    Hardware-Based Pattern Recognition.” <i>EURASIP Journal on Applied Signal Processing :
    A Publication of the European Association for Speech, Signal, and Image Processing
    </i> 12, no. 1 (2004): 1912–20. <a href="https://doi.org/10.1155/S1110865704404247">https://doi.org/10.1155/S1110865704404247</a>.'
  chicago-de: 'Lohweg, Volker, Carsten Diederichs und Dietmar Müller. 2004. Algorithms
    for Hardware-Based Pattern Recognition. <i>EURASIP journal on applied signal processing :
    a publication of the European Association for Speech, Signal, and Image Processing
    </i> 12, Nr. 1: 1912–1920. doi:<a href="https://doi.org/10.1155/S1110865704404247,">https://doi.org/10.1155/S1110865704404247,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Lohweg, Volker</span> ; <span
    style="font-variant:small-caps;">Diederichs, Carsten</span> ; <span style="font-variant:small-caps;">Müller,
    Dietmar</span>: Algorithms for Hardware-Based Pattern Recognition. In: <i>EURASIP
    journal on applied signal processing : a publication of the European Association
    for Speech, Signal, and Image Processing </i> Bd. 12. Akron, Ohio, Hindawi Publ.
    (2004), Nr. 1, S. 1912–1920'
  havard: 'V. Lohweg, C. Diederichs, D. Müller, Algorithms for Hardware-Based Pattern
    Recognition, EURASIP Journal on Applied Signal Processing : A Publication of the
    European Association for Speech, Signal, and Image Processing . 12 (2004) 1912–1920.'
  ieee: 'V. Lohweg, C. Diederichs, and D. Müller, “Algorithms for Hardware-Based Pattern
    Recognition,” <i>EURASIP journal on applied signal processing : a publication
    of the European Association for Speech, Signal, and Image Processing </i>, vol.
    12, no. 1, pp. 1912–1920, 2004.'
  mla: 'Lohweg, Volker, et al. “Algorithms for Hardware-Based Pattern Recognition.”
    <i>EURASIP Journal on Applied Signal Processing : A Publication of the European
    Association for Speech, Signal, and Image Processing </i>, vol. 12, no. 1, Hindawi
    Publ., 2004, pp. 1912–20, doi:<a href="https://doi.org/10.1155/S1110865704404247">https://doi.org/10.1155/S1110865704404247</a>.'
  short: 'V. Lohweg, C. Diederichs, D. Müller, EURASIP Journal on Applied Signal Processing :
    A Publication of the European Association for Speech, Signal, and Image Processing  12
    (2004) 1912–1920.'
  ufg: '<b>Lohweg, Volker et. al. (2004)</b>: Algorithms for Hardware-Based Pattern
    Recognition, in: <i>EURASIP journal on applied signal processing : a publication
    of the European Association for Speech, Signal, and Image Processing </i> <i>12</i>
    (<i>1</i>), S. 1912–1920.'
  van: 'Lohweg V, Diederichs C, Müller D. Algorithms for Hardware-Based Pattern Recognition.
    EURASIP journal on applied signal processing : a publication of the European Association
    for Speech, Signal, and Image Processing . 2004;12(1):1912–20.'
date_created: 2019-11-29T13:09:05Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1155/S1110865704404247
intvolume: '        12'
issue: '1'
keyword:
- image processing
- nonlinear circular transforms
- feature extraction
- fuzzy pattern recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865704404247
oa: '1'
page: 1912-1920
place: Akron, Ohio
publication: 'EURASIP journal on applied signal processing : a publication of the
  European Association for Speech, Signal, and Image Processing '
publication_identifier:
  issn:
  - '1110-8657 '
publication_status: published
publisher: Hindawi Publ.
status: public
title: Algorithms for Hardware-Based Pattern Recognition
type: journal_article
user_id: '15514'
volume: 12
year: 2004
...
