Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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

2011/01/D/ST6/06957

Keywords:

data mining content based image retrieval data bases

Descriptors:

  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_2: Computer systems, parallel/distributed systems, sensor networks, embedded systems, cyber-physical systems
  • ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory

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

woj. 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 (Y-m-d): 2011-12-21

Project end date (Y-m-d): 2015-12-20

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Notebook (9 000 PLN)
  2. Serwer (60 000 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (10)
  • Book publications / chapters in book publications (6)
  1. Fast image classification by boosting fuzzy classifiers
    Authors:
    Marcin Korytkowski , Leszek Rutkowski , Rafał Scherer
    Academic press:
    Information Sciences (rok: 2016, tom: 327, strony: 175-182), Wydawca: Elsevier
    Status:
    Published
    DOI:
    brak - link to the publication
  2. Novel Visual Information Indexing in Relational Databases
    Authors:
    Marcin Korytkowski
    Academic press:
    Integrated Computer-Aided Engineering , Wydawca: IOS Press
    Status:
    Submitted
    DOI:
    brak - link to the publication
  3. Bag-of-Words method with different types of image features and dictionary analysis
    Authors:
    Marcin Gabryel
    Academic press:
    Applied Soft Computing , Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  1. 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 (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 24-26, June, 2015
    Status:
    Published
  2. 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) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 24-29.07
    Status:
    Accepted for publication
  3. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja 7-9. 11
    Status:
    Accepted for publication
  4. Software Framework for Modular Machine Learning Systems
    Authors:
    Marcin Korytkowski, Magdalena Scherer, and Sohrab Ferdowsi
    Conference:
    International Conference on Artificial Intelligence and Soft Computing (rok: 2015, ), Wydawca: Springer
    Data:
    konferencja June 14-18, 2015
    Status:
    Published
  5. Fast Computing Framework for Convolutional Neural Networks
    Authors:
    Paweł Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer
    Conference:
    European Conference on Computer Vision (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 8-16.10.2016
    Status:
    Submitted
  6. Fast Image Search by Trees of Keypoint Descriptors
    Authors:
    Patryk Najgebauer, Rafal Scherer
    Conference:
    KICSS'2013 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja 7-9.11
    Status:
    Accepted for publication
  7. 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 (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 7-10 Dec. 2015
    Status:
    Published
  8. Image Indexing and Retrieval Using GSOM Algorithm
    Authors:
    Marcin Gabryel, Rafał Grycuk, Marcin Korytkowski, Taras Holotyak
    Conference:
    Artificial Intelligence and Soft Computing (rok: 2015, ), Wydawca: Springer
    Data:
    konferencja June 14-18, 2015
    Status:
    Published
  9. 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 (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 7-10 Dec. 2015
    Status:
    Published
  10. 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 (rok: 2015, ), Wydawca: Springer International Publishing
    Data:
    konferencja June 14-18, 2015
    Status:
    Published
  1. 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 (rok: 2014, tom: 1, strony: brak), Wydawca: Lecture Notes in Artificial Intelligence
    Status:
    Published
  2. 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 (rok: 2012, tom: 1, strony: 592-599), Wydawca: Springer
    Status:
    Published
  3. 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 (rok: 2014, tom: 1, strony: brak), Wydawca: Lecture Notes in Computer Science
    Status:
    Published
  4. 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 (rok: 2014, tom: 1, strony: brak), Wydawca: Lecture Notes in Computer Science
    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 (rok: 2013, tom: 1, strony: 613-623), Wydawca: 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 (rok: 2013, tom: 1, strony: 540-547), Wydawca: Springer
    Status:
    Published

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