---
_id: '4329'
abstract:
- lang: eng
  text: The term Industrie 4.0 carries the vision of smart factories, which automatically
    adapt to changes and assist the human as much as possible during operation and
    maintenance. This includes smart human machine interfaces, which reduce the chances
    of errors and help to make the right decisions. This paper presents an approach
    to equip the maintenance software running on a tablet PC with augmented reality
    functionality to be able to place virtual sticky notes at production modules.
    Additionally, these sticky notes are enriched with position information. The central
    element of this approach is an ontology-based context-aware framework, which aggregates
    and processes data from different sources. As a result, a tablet PC application
    was implemented, which allows displaying maintenance information as well as live
    plant process data in the form of augmented reality. More than 100 of those sticky
    notes can be placed using this system, whereas each note requires a file size
    of 12 to 16 kilo bytes. After placing a sticky note, the system recognizes it
    even if the camera's position is not exactly the same as during the placing process.
author:
- first_name: Holger
  full_name: Flatt, Holger
  id: '58494'
  last_name: Flatt
- first_name: Nils
  full_name: Koch, Nils
  last_name: Koch
- first_name: Andrei
  full_name: Guenter, Andrei
  last_name: Guenter
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
citation:
  ama: 'Flatt H, Koch N, Guenter A, Röcker C, Jasperneite J. A Context-Aware Assistance
    System for Maintenance Applications in Smart Factories based on Augmented Reality
    and Indoor Localization. In: <i> 2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA)</i>. New York: IEEE; 2015. doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586">10.1109/ETFA.2015.7301586</a>'
  apa: 'Flatt, H., Koch, N., Guenter, A., Röcker, C., &#38; Jasperneite, J. (2015).
    A Context-Aware Assistance System for Maintenance Applications in Smart Factories
    based on Augmented Reality and Indoor Localization. In <i> 2015 IEEE 20th Conference
    on Emerging Technologies &#38; Factory Automation (ETFA)</i>. New York: IEEE.
    <a href="https://doi.org/10.1109/ETFA.2015.7301586">https://doi.org/10.1109/ETFA.2015.7301586</a>'
  bjps: '<b>Flatt H <i>et al.</i></b> (2015) A Context-Aware Assistance System for
    Maintenance Applications in Smart Factories Based on Augmented Reality and Indoor
    Localization. <i> 2015 IEEE 20th Conference on Emerging Technologies &#38; Factory
    Automation (ETFA)</i>. New York: IEEE.'
  chicago: 'Flatt, Holger, Nils Koch, Andrei Guenter, Carsten Röcker, and Jürgen Jasperneite.
    “A Context-Aware Assistance System for Maintenance Applications in Smart Factories
    Based on Augmented Reality and Indoor Localization.” In <i> 2015 IEEE 20th Conference
    on Emerging Technologies &#38; Factory Automation (ETFA)</i>. New York: IEEE,
    2015. <a href="https://doi.org/10.1109/ETFA.2015.7301586">https://doi.org/10.1109/ETFA.2015.7301586</a>.'
  chicago-de: 'Flatt, Holger, Nils Koch, Andrei Guenter, Carsten Röcker und Jürgen
    Jasperneite. 2015. A Context-Aware Assistance System for Maintenance Applications
    in Smart Factories based on Augmented Reality and Indoor Localization. In: <i>
    2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>.
    New York: IEEE. doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586,">10.1109/ETFA.2015.7301586,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Flatt, Holger</span> ; <span
    style="font-variant:small-caps;">Koch, Nils</span> ; <span style="font-variant:small-caps;">Guenter,
    Andrei</span> ; <span style="font-variant:small-caps;">Röcker, Carsten</span>
    ; <span style="font-variant:small-caps;">Jasperneite, Jürgen</span>: A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization. In: <i> 2015 IEEE 20th Conference on Emerging
    Technologies &#38; Factory Automation (ETFA)</i>. New York : IEEE, 2015'
  havard: 'H. Flatt, N. Koch, A. Guenter, C. Röcker, J. Jasperneite, A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization, in:  2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA), IEEE, New York, 2015.'
  ieee: H. Flatt, N. Koch, A. Guenter, C. Röcker, and J. Jasperneite, “A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization,” in <i> 2015 IEEE 20th Conference on Emerging
    Technologies &#38; Factory Automation (ETFA)</i>, Luxembourg, Luxembourg, 2015.
  mla: Flatt, Holger, et al. “A Context-Aware Assistance System for Maintenance Applications
    in Smart Factories Based on Augmented Reality and Indoor Localization.” <i> 2015
    IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>,
    IEEE, 2015, doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586">10.1109/ETFA.2015.7301586</a>.
  short: 'H. Flatt, N. Koch, A. Guenter, C. Röcker, J. Jasperneite, in:  2015 IEEE
    20th Conference on Emerging Technologies &#38; Factory Automation (ETFA), IEEE,
    New York, 2015.'
  ufg: '<b>Flatt, Holger et. al. (2015)</b>: A Context-Aware Assistance System for
    Maintenance Applications in Smart Factories based on Augmented Reality and Indoor
    Localization, in: <i> 2015 IEEE 20th Conference on Emerging Technologies &#38;
    Factory Automation (ETFA)</i>, New York.'
  van: 'Flatt H, Koch N, Guenter A, Röcker C, Jasperneite J. A Context-Aware Assistance
    System for Maintenance Applications in Smart Factories based on Augmented Reality
    and Indoor Localization. In:  2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA). New York: IEEE; 2015.'
conference:
  end_date: 2015-09-11
  location: Luxembourg, Luxembourg
  name: 20th Conference on Emerging Technologies & Factory Automation (ETFA)
  start_date: 2015-09-08
date_created: 2021-01-08T12:03:42Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1109/ETFA.2015.7301586
keyword:
- Maintenance engineering
- Augmented reality
- Context
- Context modelin
- Production facilities
- Cameras
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: New York
publication: ' 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation
  (ETFA)'
publication_status: published
publisher: IEEE
status: public
title: A Context-Aware Assistance System for Maintenance Applications in Smart Factories
  based on Augmented Reality and Indoor Localization
type: conference
user_id: '15514'
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
...
