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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Nonlinear methods of noise reduction in color images and video sequences

2012/05/B/ST6/03428

Keywords:

image and video quality enhancement noise reduction

Descriptors:

  • ST6_8:

Panel:

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

Host institution :

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Bogdan Józef Smołka 

Number of co-investigators in the project: 6

Call: OPUS 3 - announced on 2012-03-15

Amount awarded: 515 250 PLN

Project start date (Y-m-d): 2013-02-28

Project end date (Y-m-d): 2016-08-27

Project duration:: 42 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Przenośna stacja graficzna (22 000 PLN)
  2. Stacja robocza z dwoma procesorami sześciordzeniowymi, 48 GB RAM, dedykowana karta graficzna do obliczeń GPGPU, 2 dyski twarde SATA 2TB oraz szybki dysk SSD, monitor 24" do zastosowań profesjonalnych o poszerzonym gamucie. (32 000 PLN)
  3. Sieciowy System do archiwizacji danych (NAS). (3 640 PLN)

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (18)
  • Book publications / chapters in book publications (4)
  1. Robust local similarity filter for the reduction of mixed Gaussian and impulsive noise in color digital images
    Authors:
    D. Kusnik, B. Smolka
    Academic press:
    Signal, Image and Video Processing (rok: 2015, tom: 9, strony: 49-56), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11760-015-0830-0 - link to the publication
  2. Non-local mean-shift filter for the reduction of multiplicative noise in digital images
    Authors:
    D. Kusnik, B. Smolka
    Academic press:
    Journal of Medical Informatics & Technologies (rok: 2014, tom: 23/2014, strony: 103-110), Wydawca: Uniwersytet Śląski
    Status:
    Published
    DOI:
    link to the publication
  3. Robust local similarity filter for the reduction of mixed Gaussian and impulsive noise in color digital images
    Authors:
    D. Kusnik, B. Smolka
    Academic press:
    Signal, Image and Video Processing (rok: 2015, tom: 9, strony: 49-56), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11760-015-0830-0 - link to the publication
  4. On the efficiency of techniques for the reduction of impulsive noise in astronomical images
    Authors:
    A. Popowicz, A. R. Kurek, T. Blachowicz, V. Orlov, B. Smolka
    Academic press:
    Monthly Notices of the Royal Astronomical Society (rok: 2016, tom: 463, strony: 2172-2189), Wydawca: Oxford Journals
    Status:
    Published
    DOI:
    10.1093/mnras/stw1983 - link to the publication
  5. On the efficiency of techniques for the reduction of impulsive noise in astronomical images
    Authors:
    A. Popowicz, A. R. Kurek, T. Blachowicz, V. Orlov, B. Smolka
    Academic press:
    Monthly Notices of the Royal Astronomical Society (rok: 2016, tom: 463, strony: 2172-2189), Wydawca: Oxford Journals
    Status:
    Published
    DOI:
    10.1093/mnras/stw1983 - link to the publication
  6. Fast averaging peer group filter for the impulsive noise removal in color images
    Authors:
    L. Malinski, B. Smolka
    Academic press:
    Journal of Real-Time Image Processing (rok: 2016, tom: 11, strony: 427–444), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11554-015-0500-z - link to the publication
  7. Fast adaptive switching technique of impulsive noise removal in color images
    Authors:
    L. Malinski, B. Smolka
    Academic press:
    Journal of Real-Time Image Processing (rok: 2016, tom: online, strony: online), Wydawca: Springer Verlag
    Status:
    Published
    DOI:
    10.1007/s11554-016-0599-6 - link to the publication
  8. Reduced ordering based approach to impulsive noise suppression in color images
    Authors:
    B. Smolka, K. Malik
    Academic press:
    ACEEE Int. Journal on Signal and Image Processing (rok: 2013, tom: 4, strony: 44-49), Wydawca: ACEEE, USA (a division of IDES)
    Status:
    Published
    DOI:
    01.IJSIP.4.3.1255 - link to the publication
  9. Fast Spatio-Temporal Digital Paths Video Filter
    Authors:
    Marek Szczepanski
    Status:
    Accepted for publication
  10. Fast Spatio-Temporal Digital Paths Video Filter
    Authors:
    Marek Szczepanski
    Status:
    Accepted for publication
  1. Real-time object recognition in multidimensional images based on joined extended structural tensor and higher-order tensor decomposition methods
    Authors:
    B. Cyganek, B. Smolka
    Conference:
    Proc. of SPIE 9400, Real-Time Image and Video Processing 2015, 94000T (rok: 2015, ), Wydawca: SPIE
    Data:
    konferencja 45715
    Status:
    Published
  2. Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction
    Authors:
    Marek Szczepanski, Krystian Radlak, Adam Popowicz
    Conference:
    IbPRIA 2015: 7th Iberian Conference on Pattern Recognition and Image Analysis Santiago de Compostela, Spain (rok: 2015, ), Wydawca: Springer
    Data:
    konferencja June 17-19
    Status:
    Published
    DOI:
    link to the publication
  3. Real-time object recognition in multidimensional images based on joined extended structural tensor and higher-order tensor decomposition methods
    Authors:
    B. Cyganek, B. Smolka
    Conference:
    Proc. of SPIE 9400, Real-Time Image and Video Processing 2015, 94000T (rok: 2015, ), Wydawca: SPIE
    Data:
    konferencja 45715
    Status:
    Published
  4. Impulsive noise suppression in color images based on the geodesic digital paths
    Authors:
    B. Smolka, B. Cyganek
    Conference:
    Proc. of SPIE 9400, Real-Time Image and Video Processing 2015, 94000R (rok: 2015, ), Wydawca: SPIE
    Data:
    konferencja 45715
    Status:
    Published
  5. Iterative technique of multiplicative noise reduction in digital images
    Authors:
    B. Smolka
    Conference:
    16th International Multidisciplinary Scientific GeoConference SGEM 2016 (rok: 2016, ), Wydawca: SGEM
    Data:
    konferencja June 28 - July 6
    Status:
    Published
  6. Escaping path approach for speckle noise reduction
    Authors:
    Marek Szczepanski, Krystian Radlak
    Conference:
    Seventh International Conference on Machine Vision (ICMV 2014), Proc. SPIE 9445 (rok: 2015, ), Wydawca: SPIE
    Data:
    konferencja 42047
    Status:
    Published
    DOI:
    link to the publication
  7. Fast soft switching impulsive noise removal in color images
    Authors:
    B. Smolka
    Conference:
    IV ECCOMASS Thematic Conference on Computational Vision and Medical Image VIPIMAGE (rok: 2014, ), Wydawca: CRC Press
    Data:
    konferencja 14-16.10.2013
    Status:
    Published
  8. On the Robust Technique of Mixed Gaussian and Impulsive Noise Reduction in Color Digital Images
    Authors:
    D. Kusnik, B. Smolka
    Conference:
    6th International Conference on Information, Intelligence, Systems and Applications (IISA) (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 6-8 July 2015
    Status:
    Published
  9. Fast technique for mixed Gaussian and impulsive noise suppression in color images
    Authors:
    B. Smolka, K. Malik
    Conference:
    AFRICON, 2013 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 9-12.09.2013
    Status:
    Published
    DOI:
    link to the publication
  10. Trimmed non-local means technique for mixed noise removal in color images
    Authors:
    K. Radlak, B. Smolka
    Conference:
    IEEE International Symposium on Multimedia (rok: 2013, ), Wydawca: EEE Computer Society Washington, DC, USA
    Data:
    konferencja 9-11.12.2013
    Status:
    Published
    DOI:
    link to the publication
  11. Fast impulsive noise removal in color images
    Authors:
    B. Smolka
    Conference:
    IEEE Int. Conference on Image Processing, (ICIP) (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 15-18.08.2013
    Status:
    Published
    DOI:
    link to the publication
  12. Fast technique for mixed Gaussian and impulsive noise suppression in color images
    Authors:
    B. Smolka, K. Malik
    Conference:
    AFRICON, 2013 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 9-12.09.2013
    Status:
    Published
    DOI:
    link to the publication
  13. Robustified vector median filter
    Authors:
    B. Smolka
    Conference:
    9th International Conference on Computer Science Education (ICCSE) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 22-24 August
    Status:
    Published
  14. Adaptive Trimmed Averaging Filter for Noise Removal in Color Images
    Authors:
    B. Smolka, K. Radlak
    Conference:
    10th International Conference on Computer Science & Education (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja July 22-24, 2015
    Status:
    Published
  15. On the Robust Technique of Mixed Gaussian and Impulsive Noise Reduction in Color Digital Images
    Authors:
    D. Kusnik, B. Smolka
    Conference:
    6th International Conference on Information, Intelligence, Systems and Applications (IISA) (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 6-8 July 2015
    Status:
    Published
  16. Soft switching technique for impulsive noise removal in color images
    Authors:
    B. Smolka
    Conference:
    2013 Fifth International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN) (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 5-7.06.2013
    Status:
    Published
    DOI:
    link to the publication
  17. Robustified vector median filter
    Authors:
    B. Smolka
    Conference:
    9th International Conference on Computer Science Education (ICCSE) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 22-24 August
    Status:
    Published
  18. Impulsive noise suppression in color images based on the geodesic digital paths
    Authors:
    B. Smolka, B. Cyganek
    Conference:
    Proc. of SPIE 9400, Real-Time Image and Video Processing 2015, 94000R (rok: 2015, ), Wydawca: SPIE
    Data:
    konferencja 45715
    Status:
    Published
  1. Gaussian Mixture Model Based Non-Local Means Technique for Mixed Noise Suppression in Color Images
    Authors:
    M. Luszczkiewicz-Piatek
    Book:
    Image Processing & Communications Challenges, Advances in Intelligent Systems and Computing (rok: 2015, tom: 313, strony: 75-83), Wydawca: Springer
    Status:
    Published
  2. Gaussian Mixture Model Based Non-Local Means Technique for Mixed Noise Suppression in Color Images
    Authors:
    M. Luszczkiewicz-Piatek
    Book:
    Image Processing & Communications Challenges, Advances in Intelligent Systems and Computing (rok: 2015, tom: 313, strony: 75-83), Wydawca: Springer
    Status:
    Published
  3. Reduced ordering technique of impulsive noise removal in color images
    Authors:
    B. Smolka, K. Malik
    Book:
    Lecture Notes in Computer Science (rok: 2013, tom: 7786, strony: 296-310), Wydawca: Springer Verlag
    Status:
    Published
    DOI:
    link to the publication
  4. Spatio-temporal Digital Path Approach to Video Enhancement
    Authors:
    Marek Szczepański
    Book:
    Image Processing & Communications Challenges 6, Advances in Intelligent Systems and Computing (rok: 2015, tom: 313, strony: 219-226), Wydawca: Springer International Publishing
    Status:
    Published
    DOI:
    link to the publication

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