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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Research on fusion of tensor and soft computing methods for pattern recognition.

2011/01/B/ST6/01994

Keywords:

Pattern recognition digital signal processing tensor methods soft computing

Descriptors:

  • ST6_9:
  • ST6_4:
  • ST6_6:

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 Informatyki, Elektroniki i Telekomunikacji

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Bogusław Antoni Cyganek 

Number of co-investigators in the project: 5

Call: OPUS 1 - announced on 2011-03-15

Amount awarded: 548 000 PLN

Project start date (Y-m-d): 2011-12-01

Project end date (Y-m-d): 2014-11-30

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Zestaw kamer przemysłowych (5 200 PLN)
  2. Zestaw komputerowy DELL Precision T7500 z monitorem E2011H (11 300 PLN)
  3. Środowisko układów programowalnych, płyta oraz oprogramowanie wraz ze środkami do debuggowania (3 500 PLN)
  4. Kamera przenośna z osprzętem (9 700 PLN)
  5. Komputer przenośny - DELL Precision M6800 (9 827 PLN)
  6. Drukarka wielozadaniowa (1 100 PLN)
  7. Pakiet oprogramowania (2 200 PLN)

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (20)
  • Book publications / chapters in book publications (2)
  1. Clustering-based ensembles for one-class classification. Information Sciences
    Authors:
    Krawczyk Bartosz, Woźniak Michał, Cyganek Bogusław
    Academic press:
    Information Sciences (rok: 2014, tom: 264, strony: 182-195), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2013.12.019 - link to the publication
  2. Multidimensional Data Classication with Chordal Distance Based Kernel and Support Vector Machines
    Authors:
    Cyganek Bogusław, Krawczyk Bartosz, Woźniak Michał
    Academic press:
    Engineering Applications of Artificial Intelligence (rok: 2014, tom: 46, strony: 45952), Wydawca: Elsevier
    Status:
    Published
    DOI:
    link to the publication
  3. Teoria wyszkolenia fizycznego spawaczy i lutowaczy gazowych kluczem do kopiowania ruchów spawacza na ruchy robota
    Authors:
    Ryszard Jastrzębski, Bogusław CYGANEK, Jarosław Przytuła, Ilona Jastrzębska, Kordian Szczyrbak
    Academic press:
    Dozór Techniczny (rok: 2014, tom: 45752, strony: 74-82), Wydawca: SIGMA NOT
    Status:
    Published
    DOI:
    link to the publication
  4. A Learning Based Color Image Segmentation with Extended and Compact Structural Tensor Feature Representation
    Authors:
    Jackowski Konrad, Cyganek Bogusław
    Academic press:
    Pattern Analysis and Applications (rok: 2014, tom: 20, strony: 401-414), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10044-015-0502-2 - link to the publication
  5. Wprowadzenie do pomiaru głębi obrazu za pomocą stereoskopowego układu kamer — An introduction to scene depth measurement with stereoscopic set of cameras.
    Authors:
    Bogusław CYGANEK
    Academic press:
    Przegląd Spawalnictwa (rok: 2013, tom: 1, strony: 38–43), Wydawca: Stowarzyszenie Inżynierów i Techników Mechaników Polskich
    Status:
    Published
    DOI:
    link to the publication
  6. An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition
    Authors:
    Cyganek Bogusław, Woźniak Michał
    Academic press:
    New Generation Computing (rok: 2014, tom: 33, strony: 389-408), Wydawca: Springer
    Status:
    Published
    DOI:
    link to the publication
  7. Wprowadzenie do pomiaru głębi obrazu za pomocą stereoskopowego układu kamer — An introduction to scene depth measurement with stereoscopic set of cameras.
    Authors:
    Bogusław CYGANEK
    Academic press:
    Przegląd Spawalnictwa (rok: 2013, tom: 1, strony: 38–43), Wydawca: Stowarzyszenie Inżynierów i Techników Mechaników Polskich
    Status:
    Published
    DOI:
    brak - link to the publication
  8. Teoria wyszkolenia fizycznego spawaczy i lutowaczy gazowych kluczem do kopiowania ruchów spawacza na ruchy robota
    Authors:
    Ryszard Jastrzębski, Bogusław CYGANEK, Jarosław Przytuła, Ilona Jastrzębska, Kordian Szczyrbak
    Academic press:
    Dozór Techniczny (rok: 2014, tom: 45752, strony: 74-82), Wydawca: SIGMA NOT
    Status:
    Published
    DOI:
    brak - link to the publication
  9. Hybrid ensemble of classifiers for logo and trademark symbols recognition
    Authors:
    Cyganek Bogusław
    Academic press:
    Soft Computing (rok: 2014, tom: 1, strony: 45677), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s00500-014-1323-8 - link to the publication
  10. Selecting locally specialised classifiers for one-class classification ensembles
    Authors:
    Krawczyk Bartosz, Cyganek Bogusław
    Academic press:
    Pattern Analysis and Applications (rok: 2014, tom: 20, strony: 427-439), Wydawca: Springer
    Status:
    Published
    DOI:
    link to the publication
  1. Object Recognition with the Higher-Order Singular Value Decomposition of the Multi-Dimensional Prototype Tensors
    Authors:
    Cyganek Bogusław
    Conference:
    3rd Computer Science On-line Conference (CSOC 2014). Advances in Intelligent Systems and Computing (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja April 28-30, 2014
    Status:
    Published
    DOI:
    link to the publication
  2. Framework for image analysis and object recognition in industrial applications with the ensemble of classifiers.
    Authors:
    Cyganek Bogusław, Woźniak Michał
    Conference:
    ETFA'2013 Proceedings of 18 IEEE international conference on Emerging Technologies and Factory Automation, Cagliari, Italy (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja September 10–13, 2013
    Status:
    Published
    DOI:
    link to the publication
  3. Embedding of the extended euclidean distance into pattern recognition with higher-order singular value decomposition of prototype tensors
    Authors:
    Bogusław CYGANEK
    Conference:
    11th IFIP TC 8 international conference, CISIM 2012 (rok: 2012, ), Wydawca: Springer, Lecture Notes in Computer Science ; ISSN 0302-9743 ; LNCS 7564
    Data:
    konferencja 26–28.09.2012
    Status:
    Published
    DOI:
    link to the publication
  4. A multi-tool for ground-truth stereo correspondence, object outlining and points-of-interest selection
    Authors:
    Bogusław CYGANEK, Katarzyna Socha
    Conference:
    First international worhshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications (rok: 2012, ), Wydawca: New York : ACM, cop. 2012
    Data:
    konferencja 21–25.05.2012
    Status:
    Published
    DOI:
    link to the publication
  5. Eye Recognition in Near-Infrared Images for Driver's Drowsiness Monitoring
    Authors:
    Cyganek Bogusław, Gruszczyński Sławomir
    Conference:
    2013 IEEE Intelligent Vehicles Symposium (IV) , Gold Coast, Australia (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 23-26.06.2013
    Status:
    Published
    DOI:
    link to the publication
  6. A framework for data representation, processing, and dimensionality reduction with the best-rank tensor decomposition
    Authors:
    Bogusław CYGANEK
    Conference:
    Information Technology Interfaces : proceedings of the ITI 2012 : 34th international conference : June 25–28, 2012, Cavtat / Dubrovnik, Croatia (rok: 2012, ), Wydawca: Vesna Luzar-Stiffler, Iva Jarec, Zoran Bekic
    Data:
    konferencja 25–28.06.2012
    Status:
    Published
    DOI:
    link to the publication
  7. Ensemble of tensor classifiers based on the higher-order singular value decomposition
    Authors:
    Bogusław CYGANEK
    Conference:
    Hybrid Artificial Intelligent Systems : 7th international conference, HAIS 2012 (rok: 2012, ), Wydawca: Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence. Springer
    Data:
    konferencja 28–30.03.2012
    Status:
    Published
    DOI:
    link to the publication
  8. A multi-tool for ground-truth stereo correspondence, object outlining and points-of-interest selection
    Authors:
    Bogusław CYGANEK, Katarzyna Socha
    Conference:
    First international worhshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications (rok: 2012, ), Wydawca: New York : ACM, cop. 2012
    Data:
    konferencja 21–25.05.2012
    Status:
    Published
    DOI:
    link to the publication
  9. A framework for data representation, processing, and dimensionality reduction with the best-rank tensor decomposition
    Authors:
    Bogusław CYGANEK
    Conference:
    Information Technology Interfaces : proceedings of the ITI 2012 : 34th international conference : June 25–28, 2012, Cavtat / Dubrovnik, Croatia (rok: 2012, ), Wydawca: Vesna Luzar-Stiffler, Iva Jarec, Zoran Bekic
    Data:
    konferencja 25–28.06.2012
    Status:
    Published
    DOI:
    link to the publication
  10. Pattern recognition framework based on the best rank-(R1,R2,...,RK) tensor approximation.
    Authors:
    Cyganek Bogusław
    Conference:
    Computational vision and medical image processing IV: Proceedings of VipIMAGE 2013 – IV ECCOMAS thematic conference on Computational vision and medical image processing, Funchal, Portugal (rok: 2013, ), Wydawca: Taylor & Francis Group
    Data:
    konferencja 14–16.10.2013
    Status:
    Published
    DOI:
    link to the publication
  11. Pixel-based object detection and tracking with ensamble of support vector machines and extended structural tensor
    Authors:
    Bogusław CYGANEK, Michał Woźniak
    Conference:
    Computational collective intelligence : technologies and applications : 4th international conference ICCCI 2012 (rok: 2012, ), Wydawca: Springer, Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence ; ISSN 0302-9743
    Data:
    konferencja 28–30.11.2012
    Status:
    Published
    DOI:
    link to the publication
  12. Ensemble of tensor classifiers based on the higher-order singular value decomposition
    Authors:
    Bogusław CYGANEK
    Conference:
    Hybrid Artificial Intelligent Systems : 7th international conference, HAIS 2012 (rok: 2012, ), Wydawca: Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence. Springer
    Data:
    konferencja 28–30.03.2012
    Status:
    Published
    DOI:
    link to the publication
  13. Pixel-based object detection and tracking with ensamble of support vector machines and extended structural tensor
    Authors:
    Bogusław CYGANEK, Michał Woźniak
    Conference:
    Computational collective intelligence : technologies and applications : 4th international conference ICCCI 2012 (rok: 2012, ), Wydawca: Springer, Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence ; ISSN 0302-9743
    Data:
    konferencja 28–30.11.2012
    Status:
    Published
    DOI:
    link to the publication
  14. Eye Recognition in Near-Infrared Images for Driver's Drowsiness Monitoring
    Authors:
    Cyganek Bogusław, Gruszczyński Sławomir
    Conference:
    2013 IEEE Intelligent Vehicles Symposium (IV) , Gold Coast, Australia (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 23-26.06.2013
    Status:
    Published
    DOI:
    link to the publication
  15. Pattern recognition framework based on the best rank-(R1,R2,...,RK) tensor approximation.
    Authors:
    Cyganek Bogusław
    Conference:
    Computational vision and medical image processing IV: Proceedings of VipIMAGE 2013 – IV ECCOMAS thematic conference on Computational vision and medical image processing, Funchal, Portugal (rok: 2013, ), Wydawca: Taylor & Francis Group
    Data:
    konferencja 14–16.10.2013
    Status:
    Published
    DOI:
    link to the publication
  16. Embedding of the extended euclidean distance into pattern recognition with higher-order singular value decomposition of prototype tensors
    Authors:
    Bogusław CYGANEK
    Conference:
    11th IFIP TC 8 international conference, CISIM 2012 (rok: 2012, ), Wydawca: Springer, Lecture Notes in Computer Science ; ISSN 0302-9743 ; LNCS 7564
    Data:
    konferencja 26–28.09.2012
    Status:
    Published
    DOI:
    link to the publication
  17. Novel parallel algorithm for object recognition with the ensemble of classifiers based on the higher-order singular value decomposition of prototype pattern tensors
    Authors:
    Cyganek Bogusław, Socha Katarzyna
    Conference:
    9th International Conference on Computer Vision Theory and Applications (rok: 2014, ), Wydawca: SCITEPRESS
    Data:
    konferencja 5 - 8 January, 2014
    Status:
    Published
    DOI:
    link to the publication
  18. Framework for image analysis and object recognition in industrial applications with the ensemble of classifiers.
    Authors:
    Cyganek Bogusław, Woźniak Michał
    Conference:
    ETFA'2013 Proceedings of 18 IEEE international conference on Emerging Technologies and Factory Automation, Cagliari, Italy (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja September 10–13, 2013
    Status:
    Published
    DOI:
    link to the publication
  19. Vehicle Logo Recognition with an Ensemble of Classifiers
    Authors:
    Cyganek Bogusław, Woźniak Michał
    Conference:
    Intelligent Information and Database Systems 6th Asian Conference, ACIIDS 2014, Bangkok, Thailand (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja April 7-9, 2014
    Status:
    Published
    DOI:
    link to the publication
  20. Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning
    Authors:
    Bartosz Krawczyk, Michał Wożniak, Bogusław Cyganek
    Conference:
    22nd International Conference on Pattern Recognition ICPR 2014 (rok: 2014, ), Wydawca: IEEE Computer Society
    Data:
    konferencja 24-28 August 2014
    Status:
    Published
    DOI:
    link to the publication
  1. Object Detection and Recognition in Digital Images: Theory and Practice
    Authors:
    Bogusław CYGANEK
    Book:
    Object Detection and Recognition in Digital Images: Theory and Practice (rok: 2013, tom: 1, strony: 1-548), Wydawca: Wiley
    Status:
    Published
    DOI:
    link to the publication
  2. Visual Pattern Recognition Framework Based on the Best Rank Tensor Decomposition
    Authors:
    Bogusław CYGANEK
    Book:
    Status:
    Accepted for publication

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