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Linguistic descriptors in face recognition

2014/13/D/ST6/03244

Keywords:

face recognition biometrics image recognition soft computing linguistic descriptors granular computing fuzzy sets

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Katolicki Uniwersytet Lubelski Jana Pawła II, Wydział Matematyki, Informatyki i Architektury Krajobrazu

woj. lubelskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Paweł Karczmarek 

Number of co-investigators in the project: 4

Call: SONATA 7 - announced on 2014-03-17

Amount awarded: 303 960 PLN

Project start date (Y-m-d): 2015-02-23

Project end date (Y-m-d): 2017-08-22

Project duration:: 30 months (the same as in the proposal)

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (6)
  • Articles in post-conference publications (12)
  • Book publications / chapters in book publications (2)
  1. A comprehensive experimental comparison of the aggregation techniques for face recognition
    Authors:
    P. Karczmarek, W. Pedrycz, A. Kiersztyn, M. Dolecki
    Academic press:
    Iranian Journal of Fuzzy Systems (rok: 2019, tom: 16, strony: 45310), Wydawca: University of Sistan and Baluchestan
    Status:
    Published
    DOI:
    10.22111/ijfs.2019.4778 - link to the publication
  2. A study in facial features saliency in face recognition: An analytic hierarchy process approach
    Authors:
    P. Karczmarek, W. Pedrycz, A. Kiersztyn, P. Rutka
    Academic press:
    Soft Computing (rok: 2016, tom: online first, strony: 45307), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s00500-016-2305-9 - link to the publication
  3. An application of chain code-based local descriptor and its extension to face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz, M. Dolecki
    Academic press:
    Pattern Recognition (rok: 2017, tom: 65, strony: 26-34), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.patcog.2016.12.008 - link to the publication
  4. On developing Sugeno fuzzy measure densities in problems of face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Academic press:
    International Journal of Machine Intelligence and Sensory Signal Processing (rok: 2017, tom: 2, strony: 80-96), Wydawca: Inderscience Publishers
    Status:
    Published
    DOI:
    10.1504/IJMISSP.2017.10009132 - link to the publication
  5. Generalized Choquet integral for face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Academic press:
    International Journal of Fuzzy Systems (rok: 2017, tom: nd, strony: 45300), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s40815-017-0355-5 - link to the publication
  6. Linguistic descriptors in face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz, M. Dolecki
    Academic press:
    International Journal of Fuzzy Systems (rok: 2018, tom: 20, strony: 2668-2676), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s40815-018-0517-0 - link to the publication
  1. Utility functions as aggregation functions in face recognition
    Authors:
    M. Dolecki, P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 6-9 grudnia 2016
    Status:
    Published
  2. An application of graphic tools and analytic hierarchy process to the description of biometric features
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 3-7.06.2018
    Status:
    Published
    DOI:
    link to the publication
  3. An evaluation of fuzzy measure for face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017) (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 11-15 czerwca 2017
    Status:
    Published
    DOI:
    link to the publication
  4. Multi-level aggregation in face recognition
    Authors:
    A. Kiersztyn, P. Karczmarek, W. Pedrycz
    Conference:
    International Conference on Artificial Intelligence and Soft Computing ICAISC (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 3-7.06.2018
    Status:
    Published
    DOI:
    link to the publication
  5. Chain code-based local descriptor for face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz, P. Rutka
    Conference:
    The 9th International Conference on Computer Recognition Systems CORES 2015 (Wrocław) (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 25-27 maja 2015
    Status:
    Published
  6. Linguistic descriptors and analytic hierarchy process in face recognition realized by humans
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz, M. Dolecki
    Conference:
    15th International Conference on Artificial Intelligence and Soft Computing (Zakopane) (rok: 2016, ), Wydawca: Springer-Verlag
    Data:
    konferencja 12-16 czerwca 2016
    Status:
    Published
  7. On some aspects of an aggregation mechanism in face recognition problems
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 3-7.06.2018
    Status:
    Published
    DOI:
    link to the publication
  8. Determination of a matrix of the dependencies between features based on the expert knowledge
    Authors:
    A. Kiersztyn, P. Karczmarek, K. Zhadkovska, W. Pedrycz
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 3-7.06.2018
    Status:
    Published
    DOI:
    link to the publication
  9. Generalizations of aggregation functions for face recognition
    Authors:
    P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    Artificial Intelligence and Soft Computing (rok: 2019, ), Wydawca: Springer
    Data:
    konferencja 16-20.06.2019
    Status:
    Published
    DOI:
    link to the publication
  10. Linguistic descriptors in face recognition: A literature survey and the perspectives of future development
    Authors:
    P. Karczmarek, A. Kiersztyn, P. Rutka, W. Pedrycz
    Conference:
    SPA 2015 Signal Processing, Algorithms, Architectures, Arrangements, and Applications (Poznań) (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 23-25 września 2015
    Status:
    Published
    DOI:
    link to the publication
  11. Face recognition by humans realized on basis of linguistic descriptors and neural networks
    Authors:
    M. Dolecki, P. Karczmarek, A. Kiersztyn, W. Pedrycz
    Conference:
    The 2016 International Joint Conference on Neural Networks (IJCNN 2016) (Vancouver) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 24-29 lipca
    Status:
    Published
  12. Linguistic descriptors and fuzzy sets in face recognition realized by humans
    Authors:
    A. Kiersztyn, P. Karczmarek, M. Dolecki, W. Pedrycz
    Conference:
    2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016) (Vancouver) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 24-29 lipca 2016
    Status:
    Published
  1. Quantitative methods for linguistic descriptors in face recognition
    Authors:
    A. Kiersztyn, P. Karczmarek, P. Rutka, W. Pedrycz
    Book:
    Recent Developments in Mathematics and Informatics, Contemporary Mathematics and Computer Science, Vol. 1 (rok: 2016, tom: I, strony: 123-138), Wydawca: Wydawnictwo KUL
    Status:
    Published
  2. Selected problems of face recognition and decision-making theory
    Authors:
    P. Karczmarek
    Book:
    Selected problems of face recognition and decision-making theory (rok: 2018, tom: 1, strony: 202), Wydawca: Wydawnictwo Politechniki Lubelskiej
    Status:
    Published
    DOI:
    link to the publication

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