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Iris recognition in different environmental conditions

2012/07/N/ST6/02192

Keywords

Descriptors

  • ST6_8: Grafika komputerowa, przetwarzanie obrazów, wizualizacja komputerowa, multimedia, gry komputerowe

Panel

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

Host institution

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Fizyki i Informatyki Stosowanej

Voivodeship: małopolskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Krzysztof Paweł Misztal

Number of co-investigators in the project: 2

Call

PRELUDIUM 4 – announced on 2012-09-15

Amount awarded
126 200 PLN
Project start date
2013-07-08
Project end date
2017-10-07
Project duration
51 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Kamera 3D. Cost: 12 800 PLN
  2. Maszyna obliczeniowa na platformie serwerowej/ wyposażona w procesory Intel i7/ + M2090 Tesla. Cost: 25 000 PLN

Information in the final report

Publication in academic press/journals (4)

  1. Deep learning approach to bacterial colony classification

    Authors:
    B. Zieliński, A. Plichta, K. Misztal, P. Spurek, M. Brzychczy-Włoch, and D. Ochońska
    Academic press:
    PLOS ONE (year: 2017, volume: 12 (9), pages: 46036), Publisher: Public Library of Science
    Status:
    Published
    DOI:
    10.1371/journal.pone.0184554 – link to the publication

  2. Cross entropy clustering approach to iris segmentation for biometrics purpose

    Authors:
    Krzyszof Misztal, Przemysław Spurek, Emil Saeed, Khalid Saeed, Jacek Tabor
    Academic press:
    Schedae Informaticae (year: 2015, volume: 24, pages: 29-38), Publisher: Wydawnictwo Uniwersytetu Jagiellońskiego
    Status:
    Published
    DOI:
    10.4467/20838476SI.15.003.3025 – link to the publication

  3. R Package CEC

    Authors:
    P. Spurek and K. Kamieniecki and J. Tabor and K. Misztal and M. Śmieja
    Academic press:
    Neurocomputing (year: 2017, volume: 237, pages: 410-413), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.neucom.2016.08.118 – link to the publication

  4. Ellipticity and circularity measuring via Kullback-Leibler divergence

    Authors:
    Krzysztof Misztal, Jacek Tabor
    Academic press:
    Journal of Mathematical Imaging and Vision (year: 2016, volume: 1, pages: 136-150), Publisher: Springer US
    Status:
    Published
    DOI:
    10.1007/s10851-015-0618-4 – link to the publication

Articles in post-conference publications (6)

  1. Pupil and Iris Detection Algorithm for Near-Infrared Capture Devices

    Authors:
    Adam Szczepański, Krzysztof Misztal, and Khalid Saeed
    Conference:
    13th International Conference on Computer Information Systems and Industrial Management Applications (year: 2014, pages: 141-150), Publisher: Lecture Notes in Computer Science, Springer Berlin Heidelberg
    Date:
    conference 5-7 listopada 2014
    Status:
    Published
    DOI:
    link to the publication

  2. Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation

    Authors:
    Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgórski, Krzysztof Misztal, Jacek Tabor
    Conference:
    the 9th International Conference on Computer Recognition Systems CORES 2015 (year: 2016, pages: 159-168), Publisher: Springer International Publishing
    Date:
    conference 25-27 maj 2015
    Status:
    Published

  3. Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem

    Authors:
    Krzysztof Misztal, Jacek Tabor, Jakub Hyła
    Conference:
    CISIM 2016: Computer Information Systems and Industrial Management (year: 2016, pages: 240-250), Publisher: Springer International Publishing
    Date:
    conference 14-16 września 2016
    Status:
    Published

  4. Subspaces Clustering Approach to Lossy Image Compression

    Authors:
    Przemysław Spurek, Marek Śmieja, and Krzysztof Misztal
    Conference:
    13th International Conference on Computer Information Systems and Industrial Management Applications (year: 2014, pages: 571-579), Publisher: Lecture Notes in Computer Science, Springer Berlin Heidelberg
    Date:
    conference 5-7 listopada 2014
    Status:
    Published
    DOI:
    link to the publication

  5. Split-and-merge Tweak in Cross Entropy Clustering

    Authors:
    K. Hajto, K. Kamieniecki, K. Misztal, and P. Spurek
    Conference:
    Computer Information Systems and Industrial Management: CISIM 2017, Bialystok, Poland, (year: 2017, pages: 193-204), Publisher: Springer International Publishing
    Date:
    conference 16-18 czerwca 2017
    Status:
    Published

  6. Mahalanobis Distance-Based Algorithm for Ellipse Growing in Iris Preprocessing

    Authors:
    Krzysztof Misztal and Jacek Tabor
    Conference:
    12th International Conference on Computer Information Systems and Industrial Management Applications (year: 2013, pages: 158-167), Publisher: Lecture Notes in Computer Science, Springer Berlin Heidelberg
    Date:
    conference 25-27 września 2013
    Status:
    Published
    DOI:
    link to the publication

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Graphic design and implementation: Jakub Piotrowski