---
_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: '4336'
abstract:
- lang: eng
  text: "Prolonged life expectancy along with the increasing complexity of medicine
    and health services raises health costs worldwide dramatically. Whilst the smart
    health concept has much potential to support the concept of the emerging P4-medicine
    (preventive, participatory, predictive, and personalized), such high-tech medicine
    produces large amounts of high-dimensional, weakly-structured data sets and massive
    amounts of unstructured information. All these technological approaches along
    with “big data” are turning the medical sciences into a data-intensive science.
    To keep pace with the growing amounts of complex data, smart hospital approaches
    are a commandment of the future, necessitating context aware computing along with
    advanced interaction paradigms in new physical-digital ecosystems.\r\n\r\nThe
    very successful synergistic combination of methodologies and approaches from Human-Computer
    Interaction (HCI) and Knowledge Discovery and Data Mining (KDD) offers ideal conditions
    for the vision to support human intelligence with machine learning.\r\n\r\nThe
    papers selected for this volume focus on hot topics in smart health; they discuss
    open problems and future challenges in order to provide a research agenda to stimulate
    further research and progress."
citation:
  ama: 'Holzinger A, Röcker C, Ziefle M, eds. <i>Smart Health: Open Problems and Future
    Challenges</i>. Vol 8700. Heidelberg: Springer; 2015. doi:<a href="https://doi.org/10.1007/978-3-319-16226-3">10.1007/978-3-319-16226-3</a>'
  apa: 'Holzinger, A., Röcker, C., &#38; Ziefle, M. (Eds.). (2015). <i>Smart Health:
    Open Problems and Future Challenges</i> (Vol. 8700). Heidelberg: Springer. <a
    href="https://doi.org/10.1007/978-3-319-16226-3">https://doi.org/10.1007/978-3-319-16226-3</a>'
  bjps: '<b>Holzinger A, Röcker C and Ziefle M (eds)</b> (2015) <i>Smart Health: Open
    Problems and Future Challenges</i>. Heidelberg: Springer.'
  chicago: 'Holzinger, Andreas, Carsten Röcker, and Martina Ziefle, eds. <i>Smart
    Health: Open Problems and Future Challenges</i>. Vol. 8700. Lecture Notes in Computer
    Science /  Information Systems and Applications, Incl. Internet/Web, and HCI.
    Heidelberg: Springer, 2015. <a href="https://doi.org/10.1007/978-3-319-16226-3">https://doi.org/10.1007/978-3-319-16226-3</a>.'
  chicago-de: 'Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015.
    <i>Smart Health: Open Problems and Future Challenges</i>. Bd. 8700. Lecture Notes
    in Computer Science /  Information Systems and Applications, incl. Internet/Web,
    and HCI. Heidelberg: Springer. doi:<a href="https://doi.org/10.1007/978-3-319-16226-3,">10.1007/978-3-319-16226-3,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Holzinger, A.</span> ; <span
    style="font-variant:small-caps;">Röcker, C.</span> ; <span style="font-variant:small-caps;">Ziefle,
    M.</span> (Hrsg.): <i>Smart Health: Open Problems and Future Challenges</i>, <i>Lecture
    Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web,
    and HCI</i>. Bd. 8700. Heidelberg : Springer, 2015'
  havard: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
    Future Challenges, Springer, Heidelberg, 2015.'
  ieee: 'A. Holzinger, C. Röcker, and M. Ziefle, Eds., <i>Smart Health: Open Problems
    and Future Challenges</i>, vol. 8700. Heidelberg: Springer, 2015.'
  mla: 'Holzinger, Andreas, et al., editors. <i>Smart Health: Open Problems and Future
    Challenges</i>. Vol. 8700, Springer, 2015, doi:<a href="https://doi.org/10.1007/978-3-319-16226-3">10.1007/978-3-319-16226-3</a>.'
  short: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
    Future Challenges, Springer, Heidelberg, 2015.'
  ufg: '<b>Holzinger, Andreas et. al. (Hgg.) (2015)</b>: Smart Health: Open Problems
    and Future Challenges (=<i>Lecture Notes in Computer Science /  Information Systems
    and Applications, incl. Internet/Web, and HCI 8700</i>), Heidelberg.'
  van: 'Holzinger A, Röcker C, Ziefle M, editors. Smart Health: Open Problems and
    Future Challenges. Heidelberg: Springer; 2015. 275 p. (Lecture Notes in Computer
    Science /  Information Systems and Applications, incl. Internet/Web, and HCI;
    vol. 8700).'
date_created: 2021-01-08T12:03:52Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-16226-3
editor:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Martina
  full_name: Ziefle, Martina
  last_name: Ziefle
intvolume: '      8700'
keyword:
- HCI
- ambient assisted living
- big data
- computational intelligence
- context awareness
- data centric medicine
- decision support
- interactive data mining
- keyword detection
- knoweldge bases
- knoweldge discovery
- machine learning
- medical decision support
- medical informatics
- natural language processing
- pervasive health
- smart home
- ubiquitous computing
- visualization
- wearable sensors
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: 'http://www.springerlink.com/content/978-3-319-16226-3 '
oa: '1'
page: '275'
place: Heidelberg
publication_identifier:
  eisbn:
  - 978-3-319-16226-3
  eissn:
  - 1611-3349
  isbn:
  - 978-3-319-16225-6
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science /  Information Systems and Applications,
  incl. Internet/Web, and HCI
status: public
title: 'Smart Health: Open Problems and Future Challenges'
type: book_editor
user_id: '15514'
volume: 8700
year: 2015
...
---
_id: '1158'
abstract:
- lang: eng
  text: This thesis is a concept how to build up a media archive for the department
    of media production of University of Applied Science in Lemgo. It serves two purposes,
    the perma-nent storage of media data and forms a base to allow the creation of
    high quality presen-tation material. It contains an analysis of the current situation
    concerning collecting, storing and processing media data as well as ideas to alter
    the system. Furthermore guidelines are developed for diverse areas, e.g. data
    management, data storage and or-ganisation. The aim of this project is to improve
    public relations and therefore the image and exterior view of the department.
author:
- first_name: Stefan
  full_name: Bandeck, Stefan
  last_name: Bandeck
citation:
  ama: 'Bandeck S. <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule Ostwestfalen-Lippe;
    2011.'
  apa: 'Bandeck, S. (2011). <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Bandeck S</b> (2011) <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule
    Ostwestfalen-Lippe.'
  chicago: 'Bandeck, Stefan. <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule Ostwestfalen-Lippe,
    2011.'
  chicago-de: 'Bandeck, Stefan. 2011. <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule
    Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Bandeck, Stefan</span>: <i>Media
    Archive (MIA) 2011</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2011'
  havard: S. Bandeck, Media Archive (MIA) 2011, Hochschule Ostwestfalen-Lippe, Lemgo,
    2011.
  ieee: 'S. Bandeck, <i>Media Archive (MIA) 2011</i>. Lemgo: Hochschule Ostwestfalen-Lippe,
    2011.'
  mla: Bandeck, Stefan. <i>Media Archive (MIA) 2011</i>. Hochschule Ostwestfalen-Lippe,
    2011.
  short: S. Bandeck, Media Archive (MIA) 2011, Hochschule Ostwestfalen-Lippe, Lemgo,
    2011.
  ufg: '<b>Bandeck, Stefan (2011)</b>: Media Archive (MIA) 2011, Lemgo.'
  van: 'Bandeck S. Media Archive (MIA) 2011. Lemgo: Hochschule Ostwestfalen-Lippe;
    2011. 76 p.'
date_created: 2019-05-13T12:17:31Z
date_updated: 2023-03-15T13:49:35Z
ddc:
- '650'
department:
- _id: DEP2001
file:
- access_level: local
  content_type: application/pdf
  creator: hemke
  date_created: 2019-05-13T12:22:29Z
  date_updated: 2019-05-13T12:22:29Z
  file_id: '1159'
  file_name: stb_ma11.pdf
  file_size: 1687539
  relation: main_file
file_date_updated: 2019-05-13T12:22:29Z
has_accepted_license: '1'
keyword:
- Media archive
- MIA
- public relations
- data management
- data storage
- data processing
language:
- iso: ger
page: '76'
place: Lemgo
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
status: public
title: Media Archive (MIA) 2011
type: bachelor_thesis
user_id: '15514'
year: 2011
...
---
_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
...