---
_id: '13338'
abstract:
- lang: eng
  text: This work discusses the additive manufacturing of an axicon lens using cyclic
    olefin copolymer (TOPAS), and its characterization between 100 GHz and 300 GHz.
    The proposed manufacturing process followed by dip-coating post-processing provides
    an improved surface finish. Additionally, the terahertz output of the lens remains
    intact over the entire frequency range.
author:
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Suraj
  full_name: Joshi, Suraj
  last_name: Joshi
- first_name: Lea
  full_name: Vogel, Lea
  id: '77129'
  last_name: Vogel
- first_name: Annamarija
  full_name: Starsaja, Annamarija
  last_name: Starsaja
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: 0000-0001-7293-6893
- first_name: Sascha
  full_name: Preu, Sascha
  last_name: Preu
citation:
  ama: Shrotri AN, Joshi S, Vogel L, Starsaja A, Stübbe O, Preu S. <i>Terahertz Axicon
    Lenses</i>. IEEE; 2026:2. doi:<a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">10.1109/irmmw-thz61557.2025.11319870</a>
  apa: Shrotri, A. N., Joshi, S., Vogel, L., Starsaja, A., Stübbe, O., &#38; Preu,
    S. (2026). Terahertz Axicon Lenses. In <i>2025 50th International Conference on
    Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i> (p. 2). IEEE. <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">https://doi.org/10.1109/irmmw-thz61557.2025.11319870</a>
  bjps: '<b>Shrotri AN <i>et al.</i></b> (2026) <i>Terahertz Axicon Lenses</i>. Piscataway,
    NJ: IEEE.'
  chicago: 'Shrotri, Abhijeet Narendra, Suraj Joshi, Lea Vogel, Annamarija Starsaja,
    Oliver Stübbe, and Sascha Preu. <i>Terahertz Axicon Lenses</i>. <i>2025 50th International
    Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>. Piscataway,
    NJ: IEEE, 2026. <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">https://doi.org/10.1109/irmmw-thz61557.2025.11319870</a>.'
  chicago-de: 'Shrotri, Abhijeet Narendra, Suraj Joshi, Lea Vogel, Annamarija Starsaja,
    Oliver Stübbe und Sascha Preu. 2026. <i>Terahertz Axicon Lenses</i>. <i>2025 50th
    International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>.
    Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">10.1109/irmmw-thz61557.2025.11319870</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Shrotri, Abhijeet Narendra</span>
    ; <span style="font-variant:small-caps;">Joshi, Suraj</span> ; <span style="font-variant:small-caps;">Vogel,
    Lea</span> ; <span style="font-variant:small-caps;">Starsaja, Annamarija</span>
    ; <span style="font-variant:small-caps;">Stübbe, Oliver</span> ; <span style="font-variant:small-caps;">Preu,
    Sascha</span>: <i>Terahertz Axicon Lenses</i>. Piscataway, NJ : IEEE, 2026'
  havard: A.N. Shrotri, S. Joshi, L. Vogel, A. Starsaja, O. Stübbe, S. Preu, Terahertz
    Axicon Lenses, IEEE, Piscataway, NJ, 2026.
  ieee: 'A. N. Shrotri, S. Joshi, L. Vogel, A. Starsaja, O. Stübbe, and S. Preu, <i>Terahertz
    Axicon Lenses</i>. Piscataway, NJ: IEEE, 2026, p. 2. doi: <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">10.1109/irmmw-thz61557.2025.11319870</a>.'
  mla: Shrotri, Abhijeet Narendra, et al. “Terahertz Axicon Lenses.” <i>2025 50th
    International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>,
    IEEE, 2026, p. 2, <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11319870">https://doi.org/10.1109/irmmw-thz61557.2025.11319870</a>.
  short: A.N. Shrotri, S. Joshi, L. Vogel, A. Starsaja, O. Stübbe, S. Preu, Terahertz
    Axicon Lenses, IEEE, Piscataway, NJ, 2026.
  ufg: '<b>Shrotri, Abhijeet Narendra u. a.</b>: Terahertz Axicon Lenses, Piscataway,
    NJ 2026.'
  van: 'Shrotri AN, Joshi S, Vogel L, Starsaja A, Stübbe O, Preu S. Terahertz Axicon
    Lenses. 2025 50th International Conference on Infrared, Millimeter, and Terahertz
    Waves (IRMMW-THz). Piscataway, NJ: IEEE; 2026.'
conference:
  end_date: 2025-08-22
  location: ' Helsinki, Finland '
  name: 50th International Conference on Infrared, Millimeter, and Terahertz Waves
    (IRMMW-THz)
  start_date: 2025-08-17
date_created: 2026-01-16T14:48:22Z
date_updated: 2026-02-10T12:42:43Z
department:
- _id: DEP5020
- _id: DEP6020
doi: 10.1109/irmmw-thz61557.2025.11319870
keyword:
- Manufacturing processes
- Surface waves
- Three-dimensional printing
- Surface finishing
- Surface treatment
- Lenses
language:
- iso: eng
page: '2'
place: Piscataway, NJ
publication: 2025 50th International Conference on Infrared, Millimeter, and Terahertz
  Waves (IRMMW-THz)
publication_status: published
publisher: IEEE
status: public
title: Terahertz Axicon Lenses
type: conference_editor_article
user_id: '83781'
year: '2026'
...
---
_id: '13339'
abstract:
- lang: eng
  text: Additive manufacturing (AM) paves the way for low-cost production of optical
    and terahertz (THz) components such as waveguides, fibers, and lenses [1]–[3].
    This work addresses the fabrication and THz characterization of a 3D-printed waveguide
    composed of cyclic olefin copolymer (TOPAS). Such a waveguide is a convenient
    and inexpensive tool in the development of THz interconnects, and in applications
    such as biomedical sensing.
author:
- first_name: Suraj
  full_name: Joshi, Suraj
  last_name: Joshi
- first_name: Annamarija
  full_name: Starsaja, Annamarija
  last_name: Starsaja
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: 0000-0001-7293-6893
- first_name: Sascha
  full_name: Preu, Sascha
  last_name: Preu
citation:
  ama: Joshi S, Starsaja A, Shrotri AN, Stübbe O, Preu S. <i>Additively-Manufactured
    Terahertz Waveguides</i>. IEEE; 2026. doi:<a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">10.1109/irmmw-thz61557.2025.11320095</a>
  apa: Joshi, S., Starsaja, A., Shrotri, A. N., Stübbe, O., &#38; Preu, S. (2026).
    Additively-Manufactured Terahertz Waveguides. In <i>2025 50th International Conference
    on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>. 50th International
    Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), Helsinki,
    Finland . IEEE. <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">https://doi.org/10.1109/irmmw-thz61557.2025.11320095</a>
  bjps: '<b>Joshi S <i>et al.</i></b> (2026) <i>Additively-Manufactured Terahertz
    Waveguides</i>. Piscataway, NJ: IEEE.'
  chicago: 'Joshi, Suraj, Annamarija Starsaja, Abhijeet Narendra Shrotri, Oliver Stübbe,
    and Sascha Preu. <i>Additively-Manufactured Terahertz Waveguides</i>. <i>2025
    50th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>.
    Piscataway, NJ: IEEE, 2026. <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">https://doi.org/10.1109/irmmw-thz61557.2025.11320095</a>.'
  chicago-de: 'Joshi, Suraj, Annamarija Starsaja, Abhijeet Narendra Shrotri, Oliver
    Stübbe und Sascha Preu. 2026. <i>Additively-Manufactured Terahertz Waveguides</i>.
    <i>2025 50th International Conference on Infrared, Millimeter, and Terahertz Waves
    (IRMMW-THz)</i>. Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">10.1109/irmmw-thz61557.2025.11320095</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Joshi, Suraj</span> ; <span
    style="font-variant:small-caps;">Starsaja, Annamarija</span> ; <span style="font-variant:small-caps;">Shrotri,
    Abhijeet Narendra</span> ; <span style="font-variant:small-caps;">Stübbe, Oliver</span>
    ; <span style="font-variant:small-caps;">Preu, Sascha</span>: <i>Additively-Manufactured
    Terahertz Waveguides</i>. Piscataway, NJ : IEEE, 2026'
  havard: S. Joshi, A. Starsaja, A.N. Shrotri, O. Stübbe, S. Preu, Additively-Manufactured
    Terahertz Waveguides, IEEE, Piscataway, NJ, 2026.
  ieee: 'S. Joshi, A. Starsaja, A. N. Shrotri, O. Stübbe, and S. Preu, <i>Additively-Manufactured
    Terahertz Waveguides</i>. Piscataway, NJ: IEEE, 2026. doi: <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">10.1109/irmmw-thz61557.2025.11320095</a>.'
  mla: Joshi, Suraj, et al. “Additively-Manufactured Terahertz Waveguides.” <i>2025
    50th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>,
    IEEE, 2026, <a href="https://doi.org/10.1109/irmmw-thz61557.2025.11320095">https://doi.org/10.1109/irmmw-thz61557.2025.11320095</a>.
  short: S. Joshi, A. Starsaja, A.N. Shrotri, O. Stübbe, S. Preu, Additively-Manufactured
    Terahertz Waveguides, IEEE, Piscataway, NJ, 2026.
  ufg: '<b>Joshi, Suraj u. a.</b>: Additively-Manufactured Terahertz Waveguides, Piscataway,
    NJ 2026.'
  van: 'Joshi S, Starsaja A, Shrotri AN, Stübbe O, Preu S. Additively-Manufactured
    Terahertz Waveguides. 2025 50th International Conference on Infrared, Millimeter,
    and Terahertz Waves (IRMMW-THz). Piscataway, NJ: IEEE; 2026.'
conference:
  end_date: 2025-08-22
  location: 'Helsinki, Finland '
  name: 50th International Conference on Infrared, Millimeter, and Terahertz Waves
    (IRMMW-THz)
  start_date: 2025-08-17
date_created: 2026-01-16T14:49:35Z
date_updated: 2026-01-21T07:34:28Z
department:
- _id: DEP5020
- _id: DEP6020
doi: 10.1109/irmmw-thz61557.2025.11320095
keyword:
- Optical fibers
- Optical fiber sensors
- Optical interconnections
- Biomedical optical imaging
- Optical device fabrication
- Production
- Optical waveguide components
- Three-dimensional printing
- Optical waveguides
- Lenses
language:
- iso: eng
place: Piscataway, NJ
publication: 2025 50th International Conference on Infrared, Millimeter, and Terahertz
  Waves (IRMMW-THz)
publication_status: published
publisher: IEEE
status: public
title: Additively-Manufactured Terahertz Waveguides
type: conference_editor_article
user_id: '83781'
year: '2026'
...
---
_id: '11977'
abstract:
- lang: eng
  text: Additive manufacturing of lenses offers quick prototyping and characterization.
    This paper explains the additive manufacturing and characterization of axicon
    lenses using TOPAS material for Terahertz sensing applications. The beam patterns
    of additively manufactured axicon lens prototypes are characterized around 0.3
    THz with silicon-based THz-camera to evaluate the depth of focus.
author:
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Benedikt
  full_name: Krause, Benedikt
  last_name: Krause
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: 0000-0001-7293-6893
- first_name: Ullrich
  full_name: Pfeiffer, Ullrich
  last_name: Pfeiffer
- first_name: Sascha
  full_name: Preu, Sascha
  last_name: Preu
citation:
  ama: Shrotri AN, Krause B, Stübbe O, Pfeiffer U, Preu S. <i>Evaluation of Additively
    Manufactured Axicon Lenses Using a THz-Camera</i>. Vol 2024. IEEE; 2024. doi:<a
    href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">10.1109/irmmw-thz60956.2024.10697740</a>
  apa: Shrotri, A. N., Krause, B., Stübbe, O., Pfeiffer, U., &#38; Preu, S. (2024).
    Evaluation of Additively Manufactured Axicon Lenses Using a THz-Camera. In <i>2024
    49th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)</i>
    (Vol. 2024). IEEE. <a href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">https://doi.org/10.1109/irmmw-thz60956.2024.10697740</a>
  bjps: '<b>Shrotri AN <i>et al.</i></b> (2024) <i>Evaluation of Additively Manufactured
    Axicon Lenses Using a THz-Camera</i>. Piscataway, NJ: IEEE.'
  chicago: 'Shrotri, Abhijeet Narendra, Benedikt Krause, Oliver Stübbe, Ullrich Pfeiffer,
    and Sascha Preu. <i>Evaluation of Additively Manufactured Axicon Lenses Using
    a THz-Camera</i>. <i>2024 49th International Conference on Infrared, Millimeter,
    and Terahertz Waves (IRMMW-THz)</i>. Vol. 2024. International Conference on Infrared,
    Millimeter, and Terahertz Waves. Piscataway, NJ: IEEE, 2024. <a href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">https://doi.org/10.1109/irmmw-thz60956.2024.10697740</a>.'
  chicago-de: 'Shrotri, Abhijeet Narendra, Benedikt Krause, Oliver Stübbe, Ullrich
    Pfeiffer und Sascha Preu. 2024. <i>Evaluation of Additively Manufactured Axicon
    Lenses Using a THz-Camera</i>. <i>2024 49th International Conference on Infrared,
    Millimeter, and Terahertz Waves (IRMMW-THz)</i>. Bd. 2024. International Conference
    on Infrared, Millimeter, and Terahertz Waves. Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">10.1109/irmmw-thz60956.2024.10697740</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Shrotri, Abhijeet Narendra</span>
    ; <span style="font-variant:small-caps;">Krause, Benedikt</span> ; <span style="font-variant:small-caps;">Stübbe,
    Oliver</span> ; <span style="font-variant:small-caps;">Pfeiffer, Ullrich</span>
    ; <span style="font-variant:small-caps;">Preu, Sascha</span>: <i>Evaluation of
    Additively Manufactured Axicon Lenses Using a THz-Camera</i>, <i>International
    Conference on Infrared, Millimeter, and Terahertz Waves</i>. Bd. 2024. Piscataway,
    NJ : IEEE, 2024'
  havard: A.N. Shrotri, B. Krause, O. Stübbe, U. Pfeiffer, S. Preu, Evaluation of
    Additively Manufactured Axicon Lenses Using a THz-Camera, IEEE, Piscataway, NJ,
    2024.
  ieee: 'A. N. Shrotri, B. Krause, O. Stübbe, U. Pfeiffer, and S. Preu, <i>Evaluation
    of Additively Manufactured Axicon Lenses Using a THz-Camera</i>, vol. 2024. Piscataway,
    NJ: IEEE, 2024. doi: <a href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">10.1109/irmmw-thz60956.2024.10697740</a>.'
  mla: Shrotri, Abhijeet Narendra, et al. “Evaluation of Additively Manufactured Axicon
    Lenses Using a THz-Camera.” <i>2024 49th International Conference on Infrared,
    Millimeter, and Terahertz Waves (IRMMW-THz)</i>, vol. 2024, IEEE, 2024, <a href="https://doi.org/10.1109/irmmw-thz60956.2024.10697740">https://doi.org/10.1109/irmmw-thz60956.2024.10697740</a>.
  short: A.N. Shrotri, B. Krause, O. Stübbe, U. Pfeiffer, S. Preu, Evaluation of Additively
    Manufactured Axicon Lenses Using a THz-Camera, IEEE, Piscataway, NJ, 2024.
  ufg: '<b>Shrotri, Abhijeet Narendra u. a.</b>: Evaluation of Additively Manufactured
    Axicon Lenses Using a THz-Camera, Bd. 2024, Piscataway, NJ 2024 (International
    Conference on Infrared, Millimeter, and Terahertz Waves).'
  van: 'Shrotri AN, Krause B, Stübbe O, Pfeiffer U, Preu S. Evaluation of Additively
    Manufactured Axicon Lenses Using a THz-Camera. 2024 49th International Conference
    on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz). Piscataway, NJ: IEEE;
    2024. (International Conference on Infrared, Millimeter, and Terahertz Waves;
    vol. 2024).'
conference:
  end_date: 2024-09-06
  location: 'Perth, Australia '
  name: 49th International Conference on Infrared, Millimeter, and Terahertz Waves
    (IRMMW-THz)
  start_date: 2024-09-01
date_created: 2024-10-08T08:11:34Z
date_updated: 2024-10-08T11:47:36Z
department:
- _id: DEP5020
- _id: DEP6020
doi: 10.1109/irmmw-thz60956.2024.10697740
intvolume: '      2024'
keyword:
- Additives
- Prototypes
- Three-dimensional printing
- Sensors
- Lenses
language:
- iso: eng
place: Piscataway, NJ
publication: 2024 49th International Conference on Infrared, Millimeter, and Terahertz
  Waves (IRMMW-THz)
publication_identifier:
  eissn:
  - 2162-2035
publication_status: published
publisher: IEEE
series_title: International Conference on Infrared, Millimeter, and Terahertz Waves
status: public
title: Evaluation of Additively Manufactured Axicon Lenses Using a THz-Camera
type: conference_editor_article
user_id: '83781'
volume: 2024
year: '2024'
...
---
_id: '13796'
abstract:
- lang: eng
  text: Machine learning systems are increasingly integrated into security-relevant
    applications, making their vul-nerability to adversarial examples a potential
    risk. Banknote authentication is one such use case that ensures trustworthiness
    in financial transactions. In addition to traditional security features, the printing
    technique of banknotes itself is leveraged for authentication. The Intaglio printing
    produces particularly fine print structures that can be analyzed and differentiated
    using spatial frequency analysis, e.g. the wavelet packet transform. Ap-propriate
    feature engineering in the wavelet packet tree allows the extraction of features
    enabling fast and reliable authentication. This paper presents an approach that
    generates adversarial examples by manipulating the feature space, classifying
    counterfeit banknote specimens as genuine. To this end, the variance of the wavelet
    coefficient distribution of individual detail nodes in the wavelet packet tree
    is increased. The approach leads to minimally perturbed images that are visually
    indistinguishable from the original input. The majority of pixels remain unchanged,
    i.e. 77% for the lower-quality and 86% for the high-quality counterfeit. Furthermore,
    the limitations of this approach are discussed, shedding light on its applicability
    and potential challenges.
author:
- first_name: Julian
  full_name: Knaup, Julian
  id: '79206'
  last_name: Knaup
- first_name: Christoph-Alexander
  full_name: Holst, Christoph-Alexander
  id: '64782'
  last_name: Holst
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Knaup J, Holst CA, Lohweg V. <i>Hidden in Plain Sight: Adversarial Attack
    on Wavelet-Based Banknote Authentication</i>. (Institute of Electrical and Electronics
    Engineers, ed.). IEEE; 2024:560-565. doi:<a href="https://doi.org/10.1109/rtsi61910.2024.10761182">10.1109/rtsi61910.2024.10761182</a>'
  apa: 'Knaup, J., Holst, C.-A., &#38; Lohweg, V. (2024). Hidden in Plain Sight: Adversarial
    Attack on Wavelet-Based Banknote Authentication. In Institute of Electrical and
    Electronics Engineers (Ed.), <i>8th International Forum on Research and Technologies
    for Society and Industry : IEEE RTSI 2024 - Research and Technologies for Society
    and Industry, International Forum </i> (pp. 560–565). IEEE. <a href="https://doi.org/10.1109/rtsi61910.2024.10761182">https://doi.org/10.1109/rtsi61910.2024.10761182</a>'
  bjps: '<b>Knaup J, Holst C-A and Lohweg V</b> (2024) <i>Hidden in Plain Sight: Adversarial
    Attack on Wavelet-Based Banknote Authentication</i>, Institute of Electrical and
    Electronics Engineers (ed.). Piscataway, NJ: IEEE.'
  chicago: 'Knaup, Julian, Christoph-Alexander Holst, and Volker Lohweg. <i>Hidden
    in Plain Sight: Adversarial Attack on Wavelet-Based Banknote Authentication</i>.
    Edited by Institute of Electrical and Electronics Engineers. <i>8th International
    Forum on Research and Technologies for Society and Industry : IEEE RTSI 2024 -
    Research and Technologies for Society and Industry, International Forum </i>.
    Piscataway, NJ: IEEE, 2024. <a href="https://doi.org/10.1109/rtsi61910.2024.10761182">https://doi.org/10.1109/rtsi61910.2024.10761182</a>.'
  chicago-de: 'Knaup, Julian, Christoph-Alexander Holst und Volker Lohweg. 2024. <i>Hidden
    in Plain Sight: Adversarial Attack on Wavelet-Based Banknote Authentication</i>.
    Hg. von Institute of Electrical and Electronics Engineers. <i>8th International
    Forum on Research and Technologies for Society and Industry : IEEE RTSI 2024 -
    Research and Technologies for Society and Industry, International Forum </i>.
    Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/rtsi61910.2024.10761182">10.1109/rtsi61910.2024.10761182</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Knaup, Julian</span> ; <span
    style="font-variant:small-caps;">Holst, Christoph-Alexander</span> ; <span style="font-variant:small-caps;">Lohweg,
    Volker</span> ; <span style="font-variant:small-caps;">Institute of Electrical
    and Electronics Engineers</span> (Hrsg.): <i>Hidden in Plain Sight: Adversarial
    Attack on Wavelet-Based Banknote Authentication</i>. Piscataway, NJ : IEEE, 2024'
  havard: 'J. Knaup, C.-A. Holst, V. Lohweg, Hidden in Plain Sight: Adversarial Attack
    on Wavelet-Based Banknote Authentication, IEEE, Piscataway, NJ, 2024.'
  ieee: 'J. Knaup, C.-A. Holst, and V. Lohweg, <i>Hidden in Plain Sight: Adversarial
    Attack on Wavelet-Based Banknote Authentication</i>. Piscataway, NJ: IEEE, 2024,
    pp. 560–565. doi: <a href="https://doi.org/10.1109/rtsi61910.2024.10761182">10.1109/rtsi61910.2024.10761182</a>.'
  mla: 'Knaup, Julian, et al. “Hidden in Plain Sight: Adversarial Attack on Wavelet-Based
    Banknote Authentication.” <i>8th International Forum on Research and Technologies
    for Society and Industry : IEEE RTSI 2024 - Research and Technologies for Society
    and Industry, International Forum </i>, edited by Institute of Electrical and
    Electronics Engineers, IEEE, 2024, pp. 560–65, <a href="https://doi.org/10.1109/rtsi61910.2024.10761182">https://doi.org/10.1109/rtsi61910.2024.10761182</a>.'
  short: 'J. Knaup, C.-A. Holst, V. Lohweg, Hidden in Plain Sight: Adversarial Attack
    on Wavelet-Based Banknote Authentication, IEEE, Piscataway, NJ, 2024.'
  ufg: '<b>Knaup, Julian/Holst, Christoph-Alexander/Lohweg, Volker</b>: Hidden in
    Plain Sight: Adversarial Attack on Wavelet-Based Banknote Authentication, hg.
    von Institute of Electrical and Electronics Engineers, Piscataway, NJ 2024.'
  van: 'Knaup J, Holst CA, Lohweg V. Hidden in Plain Sight: Adversarial Attack on
    Wavelet-Based Banknote Authentication. Institute of Electrical and Electronics
    Engineers, editor. 8th International Forum on Research and Technologies for Society
    and Industry : IEEE RTSI 2024 - Research and Technologies for Society and Industry,
    International Forum . Piscataway, NJ: IEEE; 2024.'
conference:
  end_date: 2024-09-20
  location: Milano, Italy
  name: 8th Forum on Research and Technologies for Society and Industry Innovation
    (RTSI)
  start_date: 2024-09-18
corporate_editor:
- Institute of Electrical and Electronics Engineers
date_created: 2026-06-03T07:47:55Z
date_updated: 2026-06-03T08:46:01Z
department:
- _id: DEP5023
doi: 10.1109/rtsi61910.2024.10761182
keyword:
- Printing
- Technological innovation
- Wavelet domain
- Perturbation methods
- Authentication
- Feature extraction
- Wavelet analysis
- Wavelet packets
- Security
- Wavelet coefficients
language:
- iso: eng
page: 560-565
place: Piscataway, NJ
publication: '8th International Forum on Research and Technologies for Society and
  Industry : IEEE RTSI 2024 - Research and Technologies for Society and Industry,
  International Forum '
publication_identifier:
  eisbn:
  - 979-8-3503-6213-8
  isbn:
  - 979-8-3503-6214-5
publication_status: published
publisher: IEEE
status: public
title: 'Hidden in Plain Sight: Adversarial Attack on Wavelet-Based Banknote Authentication'
type: conference_editor_article
user_id: '83781'
year: '2024'
...
---
_id: '7670'
abstract:
- lang: eng
  text: Additive manufacturing (AM) and rapid prototyping process (RPP) have revolutionized
    the production of 3D objects in the last few decades. RPP has considerably increased
    the rate of production and the possibility of manufacturing prototypes in the
    fields of electrical, optical, and mechanical engineering. The manufacturing of
    optical prototypes including spherical, aspheric, and special kinds of lenses
    and lens arrays has reformed the fabrication of optical components. In this paper,
    specifically designed lens array prototypes for application in visible light communication
    (VLC) are introduced. These lens array prototypes are manufactured using the stereolithography
    apparatus (SLA) process. These lens arrays are designed to achieve optimal transmission
    of the light beam for VLC systems. One of the prototypes from the lens arrays
    contains primarily four spherical lenses and one thicker convex lens and the other
    contains one fresnel lens as a substitute for thicker convex lens. These lens
    arrays are further post-processed to achieve the required transparency. These
    lens array prototypes are tested using laser and LEDs. The ON-OFF keying modulated
    light beam was transmitted through the lens array at the sender side and focused
    on the photo-receiver using another lens array at the receiver side which is 200
    cm apart. After evaluating these lens prototypes, it can be concluded that with
    appropriate post-processing and high-resolution stereolithography based manufacturing,
    a low data rate VLC link can be formed.
author:
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Micha
  full_name: Beyer, Micha
  id: '71403'
  last_name: Beyer
- first_name: Daniel Johann
  full_name: Schneider, Daniel Johann
  id: '71057'
  last_name: Schneider
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: https://orcid.org/0000-0001-7293-6893
citation:
  ama: Shrotri AN, Beyer M, Schneider DJ, Stübbe O. <i>Manufacturing of Lens Array
    Prototypes Containing Spherical and Fresnel Lenses for Visible Light Communications
    Using Stereolithography Apparatus</i>. Vol 11677. (Helvajian H, Gu B, Chen H,
    eds.). Society of Photo-Optical Instrumentation Engineers; 2021. doi:<a href="https://doi.org/10.1117/12.2586907">10.1117/12.2586907</a>
  apa: Shrotri, A. N., Beyer, M., Schneider, D. J., &#38; Stübbe, O. (2021). Manufacturing
    of lens array prototypes containing spherical and fresnel lenses for visible light
    communications using stereolithography apparatus. In H. Helvajian, B. Gu, &#38;
    H. Chen (Eds.), <i>Laser 3D Manufacturing VIII</i> (Vol. 11677). Society of Photo-Optical
    Instrumentation Engineers. <a href="https://doi.org/10.1117/12.2586907">https://doi.org/10.1117/12.2586907</a>
  bjps: '<b>Shrotri AN <i>et al.</i></b> (2021) <i>Manufacturing of Lens Array Prototypes
    Containing Spherical and Fresnel Lenses for Visible Light Communications Using
    Stereolithography Apparatus</i>, Helvajian H, Gu B and Chen H (eds). San Francisco:
    Society of Photo-Optical Instrumentation Engineers.'
  chicago: 'Shrotri, Abhijeet Narendra, Micha Beyer, Daniel Johann Schneider, and
    Oliver Stübbe. <i>Manufacturing of Lens Array Prototypes Containing Spherical
    and Fresnel Lenses for Visible Light Communications Using Stereolithography Apparatus</i>.
    Edited by Henry Helvajian, Bo Gu, and Hongqiang Chen. <i>Laser 3D Manufacturing
    VIII</i>. Vol. 11677. Proceedings of SPIE. San Francisco: Society of Photo-Optical
    Instrumentation Engineers, 2021. <a href="https://doi.org/10.1117/12.2586907">https://doi.org/10.1117/12.2586907</a>.'
  chicago-de: 'Shrotri, Abhijeet Narendra, Micha Beyer, Daniel Johann Schneider und
    Oliver Stübbe. 2021. <i>Manufacturing of lens array prototypes containing spherical
    and fresnel lenses for visible light communications using stereolithography apparatus</i>.
    Hg. von Henry Helvajian, Bo Gu, und Hongqiang Chen. <i>Laser 3D Manufacturing
    VIII</i>. Bd. 11677. Proceedings of SPIE. San Francisco: Society of Photo-Optical
    Instrumentation Engineers. doi:<a href="https://doi.org/10.1117/12.2586907">10.1117/12.2586907</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Shrotri, Abhijeet Narendra</span>
    ; <span style="font-variant:small-caps;">Beyer, Micha</span> ; <span style="font-variant:small-caps;">Schneider,
    Daniel Johann</span> ; <span style="font-variant:small-caps;">Stübbe, Oliver</span>
    ; <span style="font-variant:small-caps;">Helvajian, H.</span> ; <span style="font-variant:small-caps;">Gu,
    B.</span> ; <span style="font-variant:small-caps;">Chen, H.</span> (Hrsg.): <i>Manufacturing
    of lens array prototypes containing spherical and fresnel lenses for visible light
    communications using stereolithography apparatus</i>, <i>Proceedings of SPIE</i>.
    Bd. 11677. San Francisco : Society of Photo-Optical Instrumentation Engineers,
    2021'
  havard: A.N. Shrotri, M. Beyer, D.J. Schneider, O. Stübbe, Manufacturing of lens
    array prototypes containing spherical and fresnel lenses for visible light communications
    using stereolithography apparatus, Society of Photo-Optical Instrumentation Engineers,
    San Francisco, 2021.
  ieee: 'A. N. Shrotri, M. Beyer, D. J. Schneider, and O. Stübbe, <i>Manufacturing
    of lens array prototypes containing spherical and fresnel lenses for visible light
    communications using stereolithography apparatus</i>, vol. 11677. San Francisco:
    Society of Photo-Optical Instrumentation Engineers, 2021. doi: <a href="https://doi.org/10.1117/12.2586907">10.1117/12.2586907</a>.'
  mla: Shrotri, Abhijeet Narendra, et al. “Manufacturing of Lens Array Prototypes
    Containing Spherical and Fresnel Lenses for Visible Light Communications Using
    Stereolithography Apparatus.” <i>Laser 3D Manufacturing VIII</i>, edited by Henry
    Helvajian et al., vol. 11677, Society of Photo-Optical Instrumentation Engineers,
    2021, <a href="https://doi.org/10.1117/12.2586907">https://doi.org/10.1117/12.2586907</a>.
  short: A.N. Shrotri, M. Beyer, D.J. Schneider, O. Stübbe, Manufacturing of Lens
    Array Prototypes Containing Spherical and Fresnel Lenses for Visible Light Communications
    Using Stereolithography Apparatus, Society of Photo-Optical Instrumentation Engineers,
    San Francisco, 2021.
  ufg: '<b>Shrotri, Abhijeet Narendra u. a.</b>: Manufacturing of lens array prototypes
    containing spherical and fresnel lenses for visible light communications using
    stereolithography apparatus, Bd. 11677, hg. von Helvajian, Henry/Gu, Bo/Chen,
    Hongqiang, San Francisco 2021 (Proceedings of SPIE).'
  van: 'Shrotri AN, Beyer M, Schneider DJ, Stübbe O. Manufacturing of lens array prototypes
    containing spherical and fresnel lenses for visible light communications using
    stereolithography apparatus. Helvajian H, Gu B, Chen H, editors. Laser 3D Manufacturing
    VIII. San Francisco: Society of Photo-Optical Instrumentation Engineers; 2021.
    (Proceedings of SPIE; vol. 11677).'
conference:
  end_date: 2021-02-02
  location: 'San Francisco '
  name: SPIE Photonics West LASE Proc. SPIE 11677, Laser 3D Manufacturing VIII, 1167717
  start_date: 2021-01-28
date_created: 2022-04-19T10:20:55Z
date_updated: 2024-04-19T11:54:33Z
department:
- _id: DEP5020
- _id: DEP6020
- _id: DEP5000
doi: 10.1117/12.2586907
editor:
- first_name: Henry
  full_name: Helvajian, Henry
  last_name: Helvajian
- first_name: Bo
  full_name: Gu, Bo
  last_name: Gu
- first_name: Hongqiang
  full_name: Chen, Hongqiang
  last_name: Chen
intvolume: '     11677'
keyword:
- Additive manufacturing
- 3D printing
- Stereolithography apparatus
- Spherical lenses
- Fresnel lenses
- Visible light communication
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.1117/12.2586907
place: San Francisco
publication: Laser 3D Manufacturing VIII
publication_identifier:
  eisbn:
  - 978-1-5106-4190-7
  eissn:
  - 1996-756X
  isbn:
  - 978-1-5106-4189-1
  issn:
  - 0277-786X
publication_status: published
publisher: Society of Photo-Optical Instrumentation Engineers
series_title: Proceedings of SPIE
status: public
title: Manufacturing of lens array prototypes containing spherical and fresnel lenses
  for visible light communications using stereolithography apparatus
type: conference_editor_article
user_id: '51864'
volume: 11677
year: '2021'
...
---
_id: '7676'
author:
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Micha
  full_name: Beyer, Micha
  id: '71403'
  last_name: Beyer
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: https://orcid.org/0000-0001-7293-6893
citation:
  ama: Shrotri AN, Beyer M, Stübbe O. <i>Manufacturing and Analyzing of Cost-Efficient
    Fresnel Lenses Using Stereolithography</i>. Vol 11349. (von Freymann G, Herkommer
    AM, Flury M, eds.). SPIE; 2020. doi:<a href="https://doi.org/10.1117/12.2555367">10.1117/12.2555367</a>
  apa: 'Shrotri, A. N., Beyer, M., &#38; Stübbe, O. (2020). Manufacturing and analyzing
    of cost-efficient fresnel lenses using stereolithography. In G. von Freymann,
    A. M. Herkommer, &#38; M. Flury (Eds.), <i>3D Printed Optics and Additive Photonic
    Manufacturing II : 6-10 April 2020, online only, France </i> (Vol. 11349). SPIE.
    <a href="https://doi.org/10.1117/12.2555367">https://doi.org/10.1117/12.2555367</a>'
  bjps: '<b>Shrotri AN, Beyer M and Stübbe O</b> (2020) <i>Manufacturing and Analyzing
    of Cost-Efficient Fresnel Lenses Using Stereolithography</i>, von Freymann G,
    Herkommer AM and Flury M (eds). Bellingham, Washington, USA: SPIE.'
  chicago: 'Shrotri, Abhijeet Narendra, Micha Beyer, and Oliver Stübbe. <i>Manufacturing
    and Analyzing of Cost-Efficient Fresnel Lenses Using Stereolithography</i>. Edited
    by Georg von Freymann, Alois M. Herkommer, and Manuel Flury. <i>3D Printed Optics
    and Additive Photonic Manufacturing II : 6-10 April 2020, Online Only, France
    </i>. Vol. 11349.  Proceedings of SPIE. Bellingham, Washington, USA: SPIE, 2020.
    <a href="https://doi.org/10.1117/12.2555367">https://doi.org/10.1117/12.2555367</a>.'
  chicago-de: 'Shrotri, Abhijeet Narendra, Micha Beyer und Oliver Stübbe. 2020. <i>Manufacturing
    and analyzing of cost-efficient fresnel lenses using stereolithography</i>. Hg.
    von Georg von Freymann, Alois M. Herkommer, und Manuel Flury. <i>3D Printed Optics
    and Additive Photonic Manufacturing II : 6-10 April 2020, online only, France
    </i>. Bd. 11349.  Proceedings of SPIE. Bellingham, Washington, USA: SPIE. doi:<a
    href="https://doi.org/10.1117/12.2555367">10.1117/12.2555367</a>, .'
  din1505-2-1: '<span style="font-variant:small-caps;">Shrotri, Abhijeet Narendra</span>
    ; <span style="font-variant:small-caps;">Beyer, Micha</span> ; <span style="font-variant:small-caps;">Stübbe,
    Oliver</span> ; <span style="font-variant:small-caps;">von Freymann, G.</span>
    ; <span style="font-variant:small-caps;">Herkommer, A. M.</span> ; <span style="font-variant:small-caps;">Flury,
    M.</span> (Hrsg.): <i>Manufacturing and analyzing of cost-efficient fresnel lenses
    using stereolithography</i>, <i> Proceedings of SPIE</i>. Bd. 11349. Bellingham,
    Washington, USA : SPIE, 2020'
  havard: A.N. Shrotri, M. Beyer, O. Stübbe, Manufacturing and analyzing of cost-efficient
    fresnel lenses using stereolithography, SPIE, Bellingham, Washington, USA, 2020.
  ieee: 'A. N. Shrotri, M. Beyer, and O. Stübbe, <i>Manufacturing and analyzing of
    cost-efficient fresnel lenses using stereolithography</i>, vol. 11349. Bellingham,
    Washington, USA: SPIE, 2020. doi: <a href="https://doi.org/10.1117/12.2555367">10.1117/12.2555367</a>.'
  mla: 'Shrotri, Abhijeet Narendra, et al. “Manufacturing and Analyzing of Cost-Efficient
    Fresnel Lenses Using Stereolithography.” <i>3D Printed Optics and Additive Photonic
    Manufacturing II : 6-10 April 2020, Online Only, France </i>, edited by Georg
    von Freymann et al., vol. 11349, SPIE, 2020, <a href="https://doi.org/10.1117/12.2555367">https://doi.org/10.1117/12.2555367</a>.'
  short: A.N. Shrotri, M. Beyer, O. Stübbe, Manufacturing and Analyzing of Cost-Efficient
    Fresnel Lenses Using Stereolithography, SPIE, Bellingham, Washington, USA, 2020.
  ufg: '<b>Shrotri, Abhijeet Narendra/Beyer, Micha/Stübbe, Oliver</b>: Manufacturing
    and analyzing of cost-efficient fresnel lenses using stereolithography, Bd. 11349,
    hg. von Freymann, Georg von/Herkommer, Alois M./Flury, Manuel, Bellingham, Washington,
    USA 2020 ( Proceedings of SPIE).'
  van: 'Shrotri AN, Beyer M, Stübbe O. Manufacturing and analyzing of cost-efficient
    fresnel lenses using stereolithography. von Freymann G, Herkommer AM, Flury M,
    editors. 3D Printed Optics and Additive Photonic Manufacturing II : 6-10 April
    2020, online only, France . Bellingham, Washington, USA: SPIE; 2020. ( Proceedings
    of SPIE; vol. 11349).'
conference:
  end_date: 2020-04-10
  location: Strasbourg (online)
  name: 3D Printed Optics and Additive Photonic Manufacturing ; SPIE Photonics Europe
    - Digital Forum
  start_date: 2020-04-06
date_created: 2022-04-19T10:46:32Z
date_updated: 2024-04-19T12:02:02Z
department:
- _id: DEP5020
- _id: DEP6020
- _id: DEP5000
doi: 10.1117/12.2555367
editor:
- first_name: Georg
  full_name: von Freymann, Georg
  last_name: von Freymann
- first_name: Alois M.
  full_name: Herkommer, Alois M.
  last_name: Herkommer
- first_name: Manuel
  full_name: Flury, Manuel
  last_name: Flury
intvolume: '     11349'
keyword:
- Fresnel lenses
- Stereolithography apparatus
- 3D printing
- Photo-polymerization
language:
- iso: eng
place: Bellingham, Washington, USA
publication: '3D Printed Optics and Additive Photonic Manufacturing II : 6-10 April
  2020, online only, France '
publication_identifier:
  eisbn:
  - ' 978-1-5106-3471-8 '
  eissn:
  - 1996-756X
  isbn:
  - 978-1-5106-3470-1
  issn:
  - 0277-786X
publication_status: published
publisher: SPIE
series_title: ' Proceedings of SPIE'
status: public
title: Manufacturing and analyzing of cost-efficient fresnel lenses using stereolithography
type: conference_editor_article
user_id: '51864'
volume: 11349
year: '2020'
...
---
_id: '7679'
author:
- first_name: Abhijeet Narendra
  full_name: Shrotri, Abhijeet Narendra
  id: '74090'
  last_name: Shrotri
  orcid: 0000-0003-2116-156X
- first_name: Micha
  full_name: Beyer, Micha
  id: '71403'
  last_name: Beyer
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: https://orcid.org/0000-0001-7293-6893
citation:
  ama: Shrotri AN, Beyer M, Stübbe O. <i>Evaluation of Stereolithograghy Processes
    for the Production of Lens Prototypes</i>. Vol 2019, 01. (Padoano E, Villmer FJ,
    eds.). Technische Hochschule Ostwestfalen-Lippe; 2019:227-240.
  apa: 'Shrotri, A. N., Beyer, M., &#38; Stübbe, O. (2019). Evaluation of stereolithograghy
    processes for the production of lens prototypes. In E. Padoano &#38; F.-J. Villmer
    (Eds.), <i>  Production engineering and management : proceedings 9th international
    conference, October 03 and 04, 2019, Trieste, Italy</i> (Vols. 2019, 01, pp. 227–240).
    Technische Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Shrotri AN, Beyer M and Stübbe O</b> (2019) <i>Evaluation of Stereolithograghy
    Processes for the Production of Lens Prototypes</i>, Padoano E and Villmer F-J
    (eds). Lemgo: Technische Hochschule Ostwestfalen-Lippe.'
  chicago: 'Shrotri, Abhijeet Narendra, Micha Beyer, and Oliver Stübbe. <i>Evaluation
    of Stereolithograghy Processes for the Production of Lens Prototypes</i>. Edited
    by Elio Padoano and Franz-Josef Villmer. <i>  Production Engineering and Management :
    Proceedings 9th International Conference, October 03 and 04, 2019, Trieste, Italy</i>.
    Vol. 2019, 01. Publication Series in Direct Digital Manufacturing . Lemgo: Technische
    Hochschule Ostwestfalen-Lippe, 2019.'
  chicago-de: 'Shrotri, Abhijeet Narendra, Micha Beyer und Oliver Stübbe. 2019. <i>Evaluation
    of stereolithograghy processes for the production of lens prototypes</i>. Hg.
    von Elio Padoano und Franz-Josef Villmer. <i>  Production engineering and management :
    proceedings 9th international conference, October 03 and 04, 2019, Trieste, Italy</i>.
    Bd. 2019, 01. Publication series in direct digital manufacturing . Lemgo: Technische
    Hochschule Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Shrotri, Abhijeet Narendra</span>
    ; <span style="font-variant:small-caps;">Beyer, Micha</span> ; <span style="font-variant:small-caps;">Stübbe,
    Oliver</span> ; <span style="font-variant:small-caps;">Padoano, E.</span> ; <span
    style="font-variant:small-caps;">Villmer, F.-J.</span> (Hrsg.): <i>Evaluation
    of stereolithograghy processes for the production of lens prototypes</i>, <i>Publication
    series in direct digital manufacturing </i>. Bd. 2019, 01. Lemgo : Technische
    Hochschule Ostwestfalen-Lippe, 2019'
  havard: A.N. Shrotri, M. Beyer, O. Stübbe, Evaluation of stereolithograghy processes
    for the production of lens prototypes, Technische Hochschule Ostwestfalen-Lippe,
    Lemgo, 2019.
  ieee: 'A. N. Shrotri, M. Beyer, and O. Stübbe, <i>Evaluation of stereolithograghy
    processes for the production of lens prototypes</i>, vol. 2019, 01. Lemgo: Technische
    Hochschule Ostwestfalen-Lippe, 2019, pp. 227–240.'
  mla: 'Shrotri, Abhijeet Narendra, et al. “Evaluation of Stereolithograghy Processes
    for the Production of Lens Prototypes.” <i>  Production Engineering and Management :
    Proceedings 9th International Conference, October 03 and 04, 2019, Trieste, Italy</i>,
    edited by Elio Padoano and Franz-Josef Villmer, vol. 2019, 01, Technische Hochschule
    Ostwestfalen-Lippe, 2019, pp. 227–40.'
  short: A.N. Shrotri, M. Beyer, O. Stübbe, Evaluation of Stereolithograghy Processes
    for the Production of Lens Prototypes, Technische Hochschule Ostwestfalen-Lippe,
    Lemgo, 2019.
  ufg: '<b>Shrotri, Abhijeet Narendra/Beyer, Micha/Stübbe, Oliver</b>: Evaluation
    of stereolithograghy processes for the production of lens prototypes, Bd. 2019,
    01, hg. von Padoano, Elio/Villmer, Franz-Josef, Lemgo 2019 (Publication series
    in direct digital manufacturing ).'
  van: 'Shrotri AN, Beyer M, Stübbe O. Evaluation of stereolithograghy processes for
    the production of lens prototypes. Padoano E, Villmer FJ, editors.   Production
    engineering and management : proceedings 9th international conference, October
    03 and 04, 2019, Trieste, Italy. Lemgo: Technische Hochschule Ostwestfalen-Lippe;
    2019. (Publication series in direct digital manufacturing ; vols. 2019, 01).'
conference:
  end_date: 2019-10-04
  location: Trieste
  name: 9th International Conference on Production Engineering and Management (PEM)
  start_date: 2019-10-03
date_created: 2022-04-19T10:59:03Z
date_updated: 2024-04-19T12:54:20Z
department:
- _id: DEP5020
- _id: DEP6020
- _id: DEP5000
editor:
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
keyword:
- 3D printing
- stereolithography
- optical lens
- light forming structures
- convex lenses
- concave lenses
- refraction of light
- focal length
language:
- iso: eng
page: 227-240
place: Lemgo
publication: "\t Production engineering and management : proceedings 9th international
  conference, October 03 and 04, 2019, Trieste, Italy"
publication_identifier:
  isbn:
  - 978-3-946856-04-7
publication_status: published
publisher: Technische Hochschule Ostwestfalen-Lippe
series_title: 'Publication series in direct digital manufacturing '
status: public
title: Evaluation of stereolithograghy processes for the production of lens prototypes
type: conference_editor_article
user_id: '51864'
volume: 2019, 01
year: '2019'
...
---
_id: '585'
abstract:
- lang: eng
  text: "Many low-cost 3D printers have been brought to market over the last couple
    of years. Most of them apply a Fused Layer Manufacturing (FLM) process, and have
    made 3D printing a great success amongst hobbyists, the maker community and students.
    One drawback of such inexpensive equipment is a limited build envelope, which
    prevents this from becoming a significant contributor to industrial production.
    To overcome these limits, it is not sufficient to simply upscale dimensions, but
    the overall concept of such machines must be completely re-thought, as well as
    the concepts behind several building blocks, components and the process software
    system.\r\nProblems such as shrinkage of build material, support material and
    machine parts in combination with long printer head travels, temperature distribution
    and moisture effects all have to be solved. In addition, larger parts need longer
    process times. Therefore, reduction of process times and an increase in productivity
    are necessary in order to enable economic production.\r\nSome of these problems
    can be solved by using more than one printer head for production, by using new
    materials and inventing new nozzle systems as distinct solutions for big printers.
    Nevertheless, to solve all these problems, the development of special machines
    for large parts is necessary: not component-wise but as a whole system. Large
    parts could then be successfully produced in several industries, using large,
    inexpensive FLMmachines.\r\n"
author:
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
- first_name: Lars
  full_name: Witte, Lars
  id: '45920'
  last_name: Witte
citation:
  ama: 'Villmer F-J, Witte L. Large Scale 3D-Printers: The Challenge of Outgrowing
    Do-It-Yourself. In: Padoano E, Villmer F-J, Department of Production Engineering
    and Management, eds. <i>Production Engineering and Management</i>. Lemgo; 2015:111-122.'
  apa: 'Villmer, F.-J., &#38; Witte, L. (2015). Large Scale 3D-Printers: The Challenge
    of Outgrowing Do-It-Yourself. In E. Padoano, F.-J. Villmer, &#38; Department of
    Production Engineering and Management (Eds.), <i>Production Engineering and Management</i>
    (pp. 111–122). Lemgo.'
  bjps: '<b>Villmer F-J and Witte L</b> (2015) Large Scale 3D-Printers: The Challenge
    of Outgrowing Do-It-Yourself. In Padoano E, Villmer F-J and Department of Production
    Engineering and Management (eds), <i>Production Engineering and Management</i>.
    Lemgo, pp. 111–122.'
  chicago: 'Villmer, Franz-Josef, and Lars Witte. “Large Scale 3D-Printers: The Challenge
    of Outgrowing Do-It-Yourself.” In <i>Production Engineering and Management</i>,
    edited by Elio Padoano, Franz-Josef Villmer, and Department of Production Engineering
    and Management, 111–22. Lemgo, 2015.'
  chicago-de: 'Villmer, Franz-Josef und Lars Witte. 2015. Large Scale 3D-Printers:
    The Challenge of Outgrowing Do-It-Yourself. In: <i>Production Engineering and
    Management</i>, hg. von Elio Padoano, Franz-Josef Villmer, und Department of Production
    Engineering and Management, 111–122. Lemgo.'
  din1505-2-1: '<span style="font-variant:small-caps;">Villmer, Franz-Josef</span>
    ; <span style="font-variant:small-caps;">Witte, Lars</span>: Large Scale 3D-Printers:
    The Challenge of Outgrowing Do-It-Yourself. In: <span style="font-variant:small-caps;">Padoano,
    E.</span> ; <span style="font-variant:small-caps;">Villmer, F.-J.</span> ; <span
    style="font-variant:small-caps;">Department of Production Engineering and Management</span>
    (Hrsg.): <i>Production Engineering and Management</i>. Lemgo, 2015, S. 111–122'
  havard: 'F.-J. Villmer, L. Witte, Large Scale 3D-Printers: The Challenge of Outgrowing
    Do-It-Yourself, in: E. Padoano, F.-J. Villmer, Department of Production Engineering
    and Management (Eds.), Production Engineering and Management, Lemgo, 2015: pp.
    111–122.'
  ieee: 'F.-J. Villmer and L. Witte, “Large Scale 3D-Printers: The Challenge of Outgrowing
    Do-It-Yourself,” in <i>Production Engineering and Management</i>, Trieste, Italy,
    2015, no. 1, pp. 111–122.'
  mla: 'Villmer, Franz-Josef, and Lars Witte. “Large Scale 3D-Printers: The Challenge
    of Outgrowing Do-It-Yourself.” <i>Production Engineering and Management</i>, edited
    by Elio Padoano et al., no. 1, 2015, pp. 111–22.'
  short: 'F.-J. Villmer, L. Witte, in: E. Padoano, F.-J. Villmer, Department of Production
    Engineering and Management (Eds.), Production Engineering and Management, Lemgo,
    2015, pp. 111–122.'
  ufg: '<b>Villmer, Franz-Josef/Witte, Lars (2015)</b>: Large Scale 3D-Printers: The
    Challenge of Outgrowing Do-It-Yourself, in: Elio Padoano et. al. (Hgg.): <i>Production
    Engineering and Management</i>, Lemgo, S. 111–122.'
  van: 'Villmer F-J, Witte L. Large Scale 3D-Printers: The Challenge of Outgrowing
    Do-It-Yourself. In: Padoano E, Villmer F-J, Department of Production Engineering
    and Management, editors. Production Engineering and Management. Lemgo; 2015. p.
    111–22.'
conference:
  end_date: 2015-10-02
  location: Trieste, Italy
  name: Proceedings5th International Conference
  start_date: 2015-10-01
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-18T14:42:21Z
date_updated: 2023-03-15T13:50:02Z
department:
- _id: DEP1306
editor:
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  last_name: Villmer
issue: '1'
keyword:
- 3D printing
- FLM
- build envelope
- large-scale
- thermoplastic polymers
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
oa: '1'
page: 111-122
place: Lemgo
publication: Production Engineering and Management
publication_identifier:
  isbn:
  - 978-3-941645-11-0
publication_status: published
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
status: public
title: 'Large Scale 3D-Printers: The Challenge of Outgrowing Do-It-Yourself'
type: conference
user_id: '45673'
year: 2015
...
---
_id: '2076'
abstract:
- lang: eng
  text: 'Segmentation and feature extraction algorithms based on Wavelet Transform
    or Wavelet Packet Transform are established in pattern recognition. Especially
    in the field of texture analysis they are known to be practical. One difficulty
    of texture analysis was in the past the characterization of different printing
    processes. In this paper we present a new algorithmic concept to feature extraction
    of textures, printed by different printing techniques, without the necessity of
    a previous teaching phase. The typical characters of distinct printed textures
    are extracted by first order statistical moments of wavelet coefficients. The
    algorithm uses the 2D incomplete shift invariant Wavelet Packet Transform, resulting
    in a fast execution time of O(<i>N</i>log<sub>2</sub>(<i>N</i>)). Since the incomplete
    shift invariant Wavelet Packet Transform was exclusively defined for 1D-signals,
    it has been modified in this research. The application describes the detection
    of different printed security textures. '
author:
- first_name: Stefan
  full_name: Glock, Stefan
  id: '44020'
  last_name: Glock
- first_name: Eugen
  full_name: Gillich, Eugen
  id: '1706'
  last_name: Gillich
- first_name: Johannes
  full_name: Schaede, Johannes
  id: '2128'
  last_name: Schaede
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for
    Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform.
    In: Denzler J, Notni G, Süße H, eds. <i>Pattern Recognition</i>. Vol 5748. Lecture
    Notes in Computer Science. Berlin: Springer; 2009:422-431. doi:<a href="https://doi.org/10.1007/978-3-642-03798-6_43">https://doi.org/10.1007/978-3-642-03798-6_43</a>'
  apa: 'Glock, S., Gillich, E., Schaede, J., &#38; Lohweg, V. (2009). Feature Extraction
    Algorithm for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet
    Transform. In J. Denzler, G. Notni, &#38; H. Süße (Eds.), <i>Pattern Recognition</i>
    (Vol. 5748, pp. 422–431). Berlin: Springer. <a href="https://doi.org/10.1007/978-3-642-03798-6_43">https://doi.org/10.1007/978-3-642-03798-6_43</a>'
  bjps: '<b>Glock S <i>et al.</i></b> (2009) Feature Extraction Algorithm for Banknote
    Textures Based on Incomplete Shift Invariant Wavelet Packet Transform. In Denzler
    J, Notni G and Süße H (eds), <i>Pattern Recognition</i>, vol. 5748. Berlin: Springer,
    pp. 422–431.'
  chicago: 'Glock, Stefan, Eugen Gillich, Johannes Schaede, and Volker Lohweg. “Feature
    Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant
    Wavelet Packet Transform.” In <i>Pattern Recognition</i>, edited by J. Denzler,
    G. Notni, and H. Süße, 5748:422–31. Lecture Notes in Computer Science. Berlin:
    Springer, 2009. <a href="https://doi.org/10.1007/978-3-642-03798-6_43">https://doi.org/10.1007/978-3-642-03798-6_43</a>.'
  chicago-de: 'Glock, Stefan, Eugen Gillich, Johannes Schaede und Volker Lohweg. 2009.
    Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant
    Wavelet Packet Transform. In: <i>Pattern Recognition</i>, hg. von J. Denzler,
    G. Notni, und H. Süße, 5748:422–431. Lecture Notes in Computer Science. Berlin:
    Springer. doi:<a href="https://doi.org/10.1007/978-3-642-03798-6_43,">https://doi.org/10.1007/978-3-642-03798-6_43,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Glock, Stefan</span> ; <span
    style="font-variant:small-caps;">Gillich, Eugen</span> ; <span style="font-variant:small-caps;">Schaede,
    Johannes</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift Invariant
    Wavelet Packet Transform. In: <span style="font-variant:small-caps;">Denzler,
    J.</span> ; <span style="font-variant:small-caps;">Notni, G.</span> ; <span style="font-variant:small-caps;">Süße,
    H.</span> (Hrsg.): <i>Pattern Recognition</i>, <i>Lecture Notes in Computer Science</i>.
    Bd. 5748. Berlin : Springer, 2009, S. 422–431'
  havard: 'S. Glock, E. Gillich, J. Schaede, V. Lohweg, Feature Extraction Algorithm
    for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform,
    in: J. Denzler, G. Notni, H. Süße (Eds.), Pattern Recognition, Springer, Berlin,
    2009: pp. 422–431.'
  ieee: 'S. Glock, E. Gillich, J. Schaede, and V. Lohweg, “Feature Extraction Algorithm
    for Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform,”
    in <i>Pattern Recognition</i>, vol. 5748, J. Denzler, G. Notni, and H. Süße, Eds.
    Berlin: Springer, 2009, pp. 422–431.'
  mla: Glock, Stefan, et al. “Feature Extraction Algorithm for Banknote Textures Based
    on Incomplete Shift Invariant Wavelet Packet Transform.” <i>Pattern Recognition</i>,
    edited by J. Denzler et al., vol. 5748, Springer, 2009, pp. 422–31, doi:<a href="https://doi.org/10.1007/978-3-642-03798-6_43">https://doi.org/10.1007/978-3-642-03798-6_43</a>.
  short: 'S. Glock, E. Gillich, J. Schaede, V. Lohweg, in: J. Denzler, G. Notni, H.
    Süße (Eds.), Pattern Recognition, Springer, Berlin, 2009, pp. 422–431.'
  ufg: '<b>Glock, Stefan et. al. (2009)</b>: Feature Extraction Algorithm for Banknote
    Textures based on Incomplete Shift Invariant Wavelet Packet Transform, in: J.
    Denzler et. al. (Hgg.): <i>Pattern Recognition</i> (=<i>Lecture Notes in Computer
    Science 5748</i>), Berlin, S. 422–431.'
  van: 'Glock S, Gillich E, Schaede J, Lohweg V. Feature Extraction Algorithm for
    Banknote Textures based on Incomplete Shift Invariant Wavelet Packet Transform.
    In: Denzler J, Notni G, Süße H, editors. Pattern Recognition. Berlin: Springer;
    2009. p. 422–31. (Lecture Notes in Computer Science; vol. 5748).'
conference:
  end_date: 2009-11-11
  name: The 31st annual pattern recognition symposium of the German Association for
    Pattern Recognition DAGM (Deutsche Arbeitsgemeinschaft für Mustererkennung DAGM
    e.V.) September 9-11, 2009, accepted for publication
  start_date: 2009-11-09
date_created: 2019-11-29T14:35:35Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: https://doi.org/10.1007/978-3-642-03798-6_43
editor:
- first_name: J.
  full_name: Denzler, J.
  last_name: Denzler
- first_name: G.
  full_name: Notni, G.
  last_name: Notni
- first_name: H.
  full_name: Süße, H.
  last_name: Süße
intvolume: '      5748'
keyword:
- Discrete Wavelet Transform
- Wavelet Transform
- Wavelet Packet
- Decomposition Level
- Printing Technique
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-642-03798-6_43
page: 422-431
place: Berlin
publication: Pattern Recognition
publication_identifier:
  eisbn:
  - 978-3-642-03798-6
  isbn:
  - 978-3-642-03797-9
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Feature Extraction Algorithm for Banknote Textures based on Incomplete Shift
  Invariant Wavelet Packet Transform
type: book_chapter
user_id: '45673'
volume: 5748
year: 2009
...
---
_id: '2068'
abstract:
- lang: eng
  text: The production of printing goods is laborious. Furthermore, the print quality,
    especially in banknotes, must be assured. It is accepted, that print defects are
    generated because printing parameters, also machine parameters can change unnoticed.
    Therefore, a combined concept for a multi-sensory learning and classification
    model based on new adaptive fuzzy-pattern-classifiers for data inspection is proposed.
    This inspection concept, which combines optical, acoustical and other machine
    information, comes up with a large amount of data, which leads to multivariate
    methods for data analysis. Multivariate methods are useful for analysis of large
    and complex data sets that consist of many variables measured on large numbers
    of physical data.
author:
- first_name: Walter
  full_name: Dyck, Walter
  last_name: Dyck
- first_name: Thomas
  full_name: Türke, Thomas
  last_name: Türke
- first_name: Johannes
  full_name: Schaede, Johannes
  id: '2128'
  last_name: Schaede
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. In: Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007:accepted for publication.
    doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320">10.1109/MLSP.2007.4414320</a>'
  apa: 'Dyck, W., Türke, T., Schaede, J., &#38; Lohweg, V. (2007). A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion (p. accepted for publication). Thessaloniki,
    Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING.
    <a href="https://doi.org/10.1109/MLSP.2007.4414320">https://doi.org/10.1109/MLSP.2007.4414320</a>'
  bjps: '<b>Dyck W <i>et al.</i></b> (2007) A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, p. accepted for publication.'
  chicago: 'Dyck, Walter, Thomas Türke, Johannes Schaede, and Volker Lohweg. “A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion,” accepted for publication. Thessaloniki,
    Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING,
    2007. <a href="https://doi.org/10.1109/MLSP.2007.4414320">https://doi.org/10.1109/MLSP.2007.4414320</a>.'
  chicago-de: 'Dyck, Walter, Thomas Türke, Johannes Schaede und Volker Lohweg. 2007.
    A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In:
    , accepted for publication. Thessaloniki, Greece: MLSP 2007 - International Workshop
    on MACHINE LEARNING FOR SIGNAL PROCESSING. doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320,">10.1109/MLSP.2007.4414320,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Dyck, Walter</span> ; <span
    style="font-variant:small-caps;">Türke, Thomas</span> ; <span style="font-variant:small-caps;">Schaede,
    Johannes</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In:
    . Thessaloniki, Greece : MLSP 2007 - International Workshop on MACHINE LEARNING
    FOR SIGNAL PROCESSING, 2007, S. accepted for publication'
  havard: 'W. Dyck, T. Türke, J. Schaede, V. Lohweg, A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion, in: MLSP 2007 - International Workshop
    on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007: p. accepted
    for publication.'
  ieee: W. Dyck, T. Türke, J. Schaede, and V. Lohweg, “A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion,” 2007, p. accepted for publication.
  mla: Dyck, Walter, et al. <i>A Fuzzy-Pattern-Classifier-Based Adaptive Learning
    Model for Sensor Fusion</i>. MLSP 2007 - International Workshop on MACHINE LEARNING
    FOR SIGNAL PROCESSING, 2007, p. accepted for publication, doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320">10.1109/MLSP.2007.4414320</a>.
  short: 'W. Dyck, T. Türke, J. Schaede, V. Lohweg, in: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007,
    p. accepted for publication.'
  ufg: '<b>Dyck, Walter et. al. (2007)</b>: A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion, in: , Thessaloniki, Greece, S. accepted for
    publication.'
  van: 'Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. In Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007. p. accepted for publication.'
date_created: 2019-11-29T13:50:28Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1109/MLSP.2007.4414320
keyword:
- Sensor fusion
- Inspection
- Optical sensors
- Printing machinery
- Data security
- Data analysis
- Production
- Degradation
- Principal component analysis
- Karhunen-Loeve transforms
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4414320&tag=1
page: accepted for publication
place: Thessaloniki, Greece
publication_identifier:
  eisbn:
  - 978-1-4244-1566-3
  isbn:
  - 978-1-4244-1565-6
  issn:
  - '1551-2541 '
  unknown:
  - '2378-928X '
publication_status: published
publisher: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING
status: public
title: A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion
type: conference
user_id: '45673'
year: 2007
...
---
_id: '2062'
abstract:
- lang: eng
  text: 'Bank note inspection is a complex task. As more and more print techniques
    and new security features are established, total quality security and bank note
    printing must be assured. Therefore, this factor necessitates change of a sensorial
    concept in general. We propose an optical-acoustical inspection method based upon
    the concepts of information fusion and fuzzy interpretation of data measures.
    Furthermore, we present a simplified scheme for information fusion for pattern
    recognition and data classification based on parametrical unimodal potential functions
    and a Sugeno-type score value analysis. Digital Object Identifier: 10.1109/ICIF.2006.301779
    <br />'
author:
- first_name: Walter
  full_name: Dyck, Walter
  last_name: Dyck
- first_name: Johannes
  full_name: Schaede, Johannes
  id: '2128'
  last_name: Schaede
- first_name: Thomas
  full_name: Türke, Thomas
  last_name: Türke
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. In: <i> 2006 9th International
    Conference on Information Fusion</i>. 9th International Conference on Information
    Fusion, 2006. ICIF ’06; 2006:1-8. doi:<a href="https://doi.org/10.1109/ICIF.2006.301779">10.1109/ICIF.2006.301779</a>'
  apa: Dyck, W., Schaede, J., Türke, T., &#38; Lohweg, V. (2006). Information Fusion
    Application On Security Printing With Parametrical Fuzzy Classification. In <i>
    2006 9th International Conference on Information Fusion</i> (pp. 1–8). 9th International
    Conference on Information Fusion, 2006. ICIF ’06. <a href="https://doi.org/10.1109/ICIF.2006.301779">https://doi.org/10.1109/ICIF.2006.301779</a>
  bjps: <b>Dyck W <i>et al.</i></b> (2006) Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. <i> 2006 9th International Conference
    on Information Fusion</i>. 9th International Conference on Information Fusion,
    2006. ICIF ’06, pp. 1–8.
  chicago: Dyck, Walter, Johannes Schaede, Thomas Türke, and Volker Lohweg. “Information
    Fusion Application On Security Printing With Parametrical Fuzzy Classification.”
    In <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th International
    Conference on Information Fusion, 2006. ICIF ’06, 2006. <a href="https://doi.org/10.1109/ICIF.2006.301779">https://doi.org/10.1109/ICIF.2006.301779</a>.
  chicago-de: 'Dyck, Walter, Johannes Schaede, Thomas Türke und Volker Lohweg. 2006.
    Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.
    In: <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th
    International Conference on Information Fusion, 2006. ICIF ’06. doi:<a href="https://doi.org/10.1109/ICIF.2006.301779,">10.1109/ICIF.2006.301779,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Dyck, Walter</span> ; <span
    style="font-variant:small-caps;">Schaede, Johannes</span> ; <span style="font-variant:small-caps;">Türke,
    Thomas</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.
    In: <i> 2006 9th International Conference on Information Fusion</i> : 9th International
    Conference on Information Fusion, 2006. ICIF ’06, 2006, S. 1–8'
  havard: 'W. Dyck, J. Schaede, T. Türke, V. Lohweg, Information Fusion Application
    On Security Printing With Parametrical Fuzzy Classification, in:  2006 9th International
    Conference on Information Fusion, 9th International Conference on Information
    Fusion, 2006. ICIF ’06, 2006: pp. 1–8.'
  ieee: W. Dyck, J. Schaede, T. Türke, and V. Lohweg, “Information Fusion Application
    On Security Printing With Parametrical Fuzzy Classification,” in <i> 2006 9th
    International Conference on Information Fusion</i>, 2006, pp. 1–8.
  mla: Dyck, Walter, et al. “Information Fusion Application On Security Printing With
    Parametrical Fuzzy Classification.” <i> 2006 9th International Conference on Information
    Fusion</i>, 9th International Conference on Information Fusion, 2006. ICIF ’06,
    2006, pp. 1–8, doi:<a href="https://doi.org/10.1109/ICIF.2006.301779">10.1109/ICIF.2006.301779</a>.
  short: 'W. Dyck, J. Schaede, T. Türke, V. Lohweg, in:  2006 9th International Conference
    on Information Fusion, 9th International Conference on Information Fusion, 2006.
    ICIF ’06, 2006, pp. 1–8.'
  ufg: '<b>Dyck, Walter et. al. (2006)</b>: Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification, in: <i> 2006 9th International
    Conference on Information Fusion</i>, S. 1–8.'
  van: 'Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. In:  2006 9th International Conference
    on Information Fusion. 9th International Conference on Information Fusion, 2006.
    ICIF ’06; 2006. p. 1–8.'
date_created: 2019-11-29T13:35:03Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1109/ICIF.2006.301779
keyword:
- Information security
- Inspection
- Printing machinery
- Optical sensors
- Data security
- Personnel
- Fuzzy systems
- Sensor systems
- Expert systems
- Ink
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/4086065/keywords#full-text-header
page: 1-8
publication: ' 2006 9th International Conference on Information Fusion'
publication_identifier:
  isbn:
  - ' 1-4244-0953-5'
publication_status: published
publisher: 9th International Conference on Information Fusion, 2006. ICIF '06
status: public
title: Information Fusion Application On Security Printing With Parametrical Fuzzy
  Classification
type: conference
user_id: '45673'
year: 2006
...
