---
_id: '2086'
abstract:
- lang: eng
  text: Many of the existing fusion approaches based on Dempster-Shafer Theory (DST)
    tend to be unreliable in various scenarios. Therefore, this topic is still in
    discussion. In this work a Two-Layer Conflict Solving (TLCS) data fusion scheme
    is proposed which is based on Dempster-Shafer Theory and on Fuzzy-Pattern-Classification
    (FPC) concepts. The aim is to provide an approach to data fusion which provides
    a stable conflict scenario handling. Furthermore, the scheme can easily be extended
    to fuzzy classification and is applicable to sensor fusion applications. Therefore,
    the suggested approach will contribute as a novel fuzzy fusion method.
author:
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
- first_name: Uwe
  full_name: Mönks, Uwe
  id: '1825'
  last_name: Mönks
citation:
  ama: 'Lohweg V, Mönks U. Sensor Fusion by Two-Layer Conflict Solving. In: <i>The
    2nd International Workshop on Cognitive Information Processing</i>. 14-16 June,
    2010, Elba Island (Tuscany), Italy; 2010. doi:<a href="https://doi.org/10.1109/CIP.2010.5604094">10.1109/CIP.2010.5604094</a>'
  apa: 'Lohweg, V., &#38; Mönks, U. (2010). Sensor Fusion by Two-Layer Conflict Solving.
    In <i>The 2nd International Workshop on Cognitive Information Processing</i>.
    Elba: 14-16 June, 2010, Elba Island (Tuscany), Italy. <a href="https://doi.org/10.1109/CIP.2010.5604094">https://doi.org/10.1109/CIP.2010.5604094</a>'
  bjps: <b>Lohweg V and Mönks U</b> (2010) Sensor Fusion by Two-Layer Conflict Solving.
    <i>The 2nd International Workshop on Cognitive Information Processing</i>. 14-16
    June, 2010, Elba Island (Tuscany), Italy.
  chicago: Lohweg, Volker, and Uwe Mönks. “Sensor Fusion by Two-Layer Conflict Solving.”
    In <i>The 2nd International Workshop on Cognitive Information Processing</i>.
    14-16 June, 2010, Elba Island (Tuscany), Italy, 2010. <a href="https://doi.org/10.1109/CIP.2010.5604094">https://doi.org/10.1109/CIP.2010.5604094</a>.
  chicago-de: 'Lohweg, Volker und Uwe Mönks. 2010. Sensor Fusion by Two-Layer Conflict
    Solving. In: <i>The 2nd International Workshop on Cognitive Information Processing</i>.
    14-16 June, 2010, Elba Island (Tuscany), Italy. doi:<a href="https://doi.org/10.1109/CIP.2010.5604094,">10.1109/CIP.2010.5604094,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Lohweg, Volker</span> ; <span
    style="font-variant:small-caps;">Mönks, Uwe</span>: Sensor Fusion by Two-Layer
    Conflict Solving. In: <i>The 2nd International Workshop on Cognitive Information
    Processing</i> : 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010'
  havard: 'V. Lohweg, U. Mönks, Sensor Fusion by Two-Layer Conflict Solving, in: The
    2nd International Workshop on Cognitive Information Processing, 14-16 June, 2010,
    Elba Island (Tuscany), Italy, 2010.'
  ieee: V. Lohweg and U. Mönks, “Sensor Fusion by Two-Layer Conflict Solving,” in
    <i>The 2nd International Workshop on Cognitive Information Processing</i>, Elba,
    2010.
  mla: Lohweg, Volker, and Uwe Mönks. “Sensor Fusion by Two-Layer Conflict Solving.”
    <i>The 2nd International Workshop on Cognitive Information Processing</i>, 14-16
    June, 2010, Elba Island (Tuscany), Italy, 2010, doi:<a href="https://doi.org/10.1109/CIP.2010.5604094">10.1109/CIP.2010.5604094</a>.
  short: 'V. Lohweg, U. Mönks, in: The 2nd International Workshop on Cognitive Information
    Processing, 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010.'
  ufg: '<b>Lohweg, Volker/Mönks, Uwe (2010)</b>: Sensor Fusion by Two-Layer Conflict
    Solving, in: <i>The 2nd International Workshop on Cognitive Information Processing</i>.'
  van: 'Lohweg V, Mönks U. Sensor Fusion by Two-Layer Conflict Solving. In: The 2nd
    International Workshop on Cognitive Information Processing. 14-16 June, 2010,
    Elba Island (Tuscany), Italy; 2010.'
conference:
  end_date: 2010-06-16
  location: Elba
  name: ' 2010 2nd International Workshop on Cognitive Information Processing'
  start_date: 2010-06-14
date_created: 2019-12-02T08:04:18Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1109/CIP.2010.5604094
keyword:
- Noise measurement
- Fuzzy sets
- Noise
- Sensor fusion
- Logic gates
- Feature extraction
- Fuses
language:
- iso: eng
publication: The 2nd International Workshop on Cognitive Information Processing
publication_identifier:
  eisbn:
  - 978-1-4244-6459-3
  isbn:
  - 978-1-4244-6457-9
  issn:
  - '2327-1671 '
  unknown:
  - '2327-1698 '
publication_status: published
publisher: 14-16 June, 2010, Elba Island (Tuscany), Italy
status: public
title: Sensor Fusion by Two-Layer Conflict Solving
type: conference
user_id: '45673'
year: 2010
...
---
_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
...