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Innovative methods of retrieval and indexing multimedia data using computational intelligence techniques

2011/01/D/ST6/06957

Keywords

Descriptors

  • ST6_11: Multimedia
  • ST6_2: Systemy baz danych
  • ST6_6: Technologie i systemy informatyczne

Panel

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

Host institution

Politechnika Częstochowska, Wydział Inżynierii Mechanicznej i Informatyki

Voivodeship: śląskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Marcin Korytkowski

Number of co-investigators in the project: 7

Call

SONATA 1 – announced on 2011-03-15

Amount awarded
798 000 PLN
Project start date
2011-12-21
Project end date
2015-12-20
Project duration
48 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Notebook. Cost: 9 000 PLN
  2. Serwer. Cost: 60 000 PLN

Information in the final report

Publication in academic press/journals (1)

  1. Fast image classification by boosting fuzzy classifiers

    Authors:
    Marcin Korytkowski , Leszek Rutkowski , Rafał Scherer
    Academic press:
    Information Sciences (year: 2016, volume: 327, pages: 175-182), Publisher: Elsevier
    Status:
    Published
    DOI:
    link to the publication

Articles in post-conference publications (9)

  1. Efficient Bone Detector and Geometric Descriptor for X-ray Imaging

    Authors:
    Jakub Romanowski, Marcin Korytkowski, Rafał Scherer
    Conference:
    2015 IEEE Symposium Series on Computational Intelligence (year: 2015, pages: 1337 - 1342), Publisher: IEEE
    Date:
    conference 7-10 Dec. 2015
    Status:
    Published

  2. Image Indexing and Retrieval Using GSOM Algorithm

    Authors:
    Marcin Gabryel, Rafał Grycuk, Marcin Korytkowski, Taras Holotyak
    Conference:
    Artificial Intelligence and Soft Computing (year: 2015, pages: 706-714), Publisher: Springer
    Date:
    conference June 14-18, 2015
    Status:
    Published

  3. Design Methodology for Rough-neuro-fuzzy Classification with Missing Data

    Authors:
    Nowicki, R.K.,Korytkowski, M. ; Scherer, R. ; Nowak, B.A.
    Conference:
    Computational Intelligence, 2015 IEEE Symposium Series on (year: 2015, pages: 1650 - 1657), Publisher: IEEE
    Date:
    conference 7-10 Dec. 2015
    Status:
    Published

  4. Bag-of-features image indexing and classification in microsoft SQL server relational database

    Authors:
    M. Korytkowski, R. Scherer, P. Staszewski, P. Woldan
    Conference:
    Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on Cybernetics (year: 2015, pages: 478-482), Publisher: IEEE
    Date:
    conference 24-26, June, 2015
    Status:
    Published

  5. Software Framework for Modular Machine Learning Systems

    Authors:
    Marcin Korytkowski, Magdalena Scherer, and Sohrab Ferdowsi
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (year: 2015, pages: 760–767), Publisher: Springer
    Date:
    conference June 14-18, 2015
    Status:
    Published

  6. Fast Dictionary Matching for Content-Based Image Retrieval

    Authors:
    P. Najgebauer, J. Rygał, T. Nowak, J. Romanowski, L. Rutkowski, S. Voloshynovskiy, R. Scher
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (year: 2015, pages: 747-756), Publisher: Springer International Publishing
    Date:
    conference June 14-18, 2015
    Status:
    Published

  7. Content-Based Image Retrieval Optimization by Differential Evolution

    Authors:
    Rafał Grycuk, Marcin Gabryel, Rafał Scherer
    Conference:
    IEEE World Congress on Computational Intelligence (IEEE WCCI), IEEE Congress on Evolutionary Computation (IEEE CEC 2016) (year: 2016), Publisher: IEEE
    Status:
    Accepted for publication

  8. On the application of orthogonal series density estimation for image classication based on feature description

    Authors:
    Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Rafa l Scherer, Marcin Korytkowski, Marcin Gabryel
    Conference:
    KICSS'2013 (year: 2013), Publisher: Springer
    Status:
    Accepted for publication

  9. Fast Image Search by Trees of Keypoint Descriptors

    Authors:
    Patryk Najgebauer, Rafal Scherer
    Conference:
    KICSS'2013 (year: 2013), Publisher: Springer
    Status:
    Accepted for publication

Book publications / chapters in book publications (6)

  1. Comparing Images Based on Histograms of Local Interest Points

    Authors:
    Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafał Scherer
    Book:
    8th International Conference Parallel Processing and Applied Mathematics (year: 2014, volume: 1, pages: brak), Publisher: Lecture Notes in Computer Science
    Status:
    Published

  2. Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm

    Authors:
    Rafał Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafał Scherer
    Book:
    8th International Conference Parallel Processing and Applied Mathematics September 8-11 (year: 2014, volume: 1, pages: brak), Publisher: Lecture Notes in Computer Science
    Status:
    Published

  3. Novel Algorithm for Translation From Image Content to Semantic Form

    Authors:
    Janusz Rygał, Jakub Romanowski, Rafał Scherer, Sohrab Ferdowsi
    Book:
    13th International Conference on Artificial Intelligence and Soft Computing (year: 2014, volume: 1, pages: brak), Publisher: Lecture Notes in Artificial Intelligence
    Status:
    Published

  4. Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis

    Authors:
    Janusz Rygał, Patryk Najgebauer, Tomasz Nowak,Jakub Romanowski, Marcin Gabryel, Rafał Scherer
    Book:
    Lecture Notes in Artificial Intelligence, Artificial Intelligence and Soft Computing 2012 (year: 2012, volume: 1, pages: 592-599), Publisher: Springer
    Status:
    Published

  5. Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm

    Authors:
    Janusz Rygał, Patryk Najgebauer, Jakub Romanowski, and Rafał Scherer
    Book:
    Lecture Notes in Artificial Intelligence, Artificial Intelliegnce and Soft Computing 2013 (year: 2013, volume: 1, pages: 613-623), Publisher: Springer
    Status:
    Published

  6. Object Detection by Simple Fuzzy Classifiers Generated by Boosting

    Authors:
    Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, and Leszek Rutkowski
    Book:
    Lecture Notes in Artificial Intelligence, Artificial Intelligence and Soft computing 2013 (year: 2013, volume: 1, pages: 540-547), Publisher: Springer
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski