Chair of Multimedia Telecommunications and Microelectronics


Paweł Gardziński


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Awards

Research projects

Publications

Book chapters

  1. Krzysztof Kowalak, Łukasz Kamiński, Paweł Gardziński, Sławomir Maćkowiak, Radosław Hofman,
    Chapter: Human Behavior Recognition Using Negative Curvature Minima and Positive Curvature Maxima Points,
    Book: Computer Communication Networks and Telecommunications,
    New Research in Multimedia and Internet Systems: Vol. 314, 2015, pp. 57-66,
    Full textEndNoteCitation
  2. Krzysztof Kowalak, Łukasz Kamiński, Paweł Gardziński, Sławomir Maćkowiak, Radosław Hofman,
    Chapter: 3-D reconstruction of real objects using an android device,
    Book: Image Processing and Communications Challenges 7,
    Advances in Intelligent Systems and Computing: No. 389, Springer International, 2015, pp. 135-142, ISBN: 978-3-319-23813-5, ISSN: 2194-5375,
    Full textEndNoteCitationDOI

International conferences

  1. Łukasz Kamiński, Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak,
    Unsupervised abnormal crowd activity detection in surveillance systems,
    23rd International Conference on Systems, Signals and Image Processing, IWSSIP 2016, Bratislava, Slovakia, 23-25 May 2016,
    Full textEndNoteCitation
  2. Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak, Łukasz Kamiński,
    Quality Improvement of 3-D Voxel Models Based on Histograms of Model Reprojection,
    22nd International Conference on Systems, Signals and Image Processing, IWSSIP 2015, London, UK, 9-13 September 2015,
    Full textEndNoteCitation
  3. Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak, Łukasz Kamiński,
    Crowd Density Estimation Based on Voxel Model in Multi-View Surveillance Systems,
    22nd International Conference on Systems, Signals and Image Processing, IWSSIP 2015, London, UK, 10-12 September 2015,
    Full textEndNoteCitation
  4. Łukasz Kamiński, Krzysztof Kowalak, Paweł Gardziński, Sławomir Maćkowiak,
    Human Activity Interpretation Using Evenly Distributed Points on the Human Hull,
    Lecture Notes in Computer Science, Proceedings of International Conference on Computer Vision and Graphics ICCVG 2014, Warsaw, Poland, 15-17 September 2014, pp. 602-609,
    Full textEndNoteCitation
  5. Sławomir Maćkowiak, Paweł Gardziński, Łukasz Kamiński, Krzysztof Kowalak,
    Human Activity Recognition in Multiview Video,
    11th IEEE International Conference on Advanced Video and Signal-based Surveillance AVSS, Seoul, Korea, 26-29 August 2014,
    Full textEndNoteCitation

National journals

Patents & Applications

  1. Sławomir Maćkowiak, Łukasz Kamiński, Krzysztof Kowalak, Paweł Gardziński,
    A method and system for analyzing human behavior in an intelligent surveillance system,
    Patent office: EPO, Status: granted,
    Application number: EP 14160409.0, Filling date: 18.03.2014,
    Publication number: EP2899706, Publication date: 29.07.2015,
    Patent number: EP2899706, Date of Patent: 7.12.2016,
    Validated in: PL, DE, GB,
    EndNoteCitation

2016

  1. Łukasz Kamiński, Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak,
    Unsupervised abnormal crowd activity detection in surveillance systems,
    23rd International Conference on Systems, Signals and Image Processing, IWSSIP 2016, Bratislava, Slovakia, 23-25 May 2016,
    Full textEndNoteCitation

    Abstract

    We propose an unsupervised method for abnormal crowd activity detection in surveillance systems. Proposed solution is using MPEG-7 Motion Activity descriptors and Particle Filter algorithm for classification. The experiments were performed on UMN dataset sequences. The detection results are comparable to results obtained by supervised methods.

  2. Paweł Gardziński, Krzysztof Kowalak, Łukasz Kamiński, Sławomir Maćkowiak,
    Human silhouette segmentation using discrete Poisson equation and extended watershed algorithm,
    International Conference on Signals and Electronic Systems, ICSES 2016, Kraków, Poland, September 5-7 2016,
    Full textEndNoteCitation

    Abstract

    In this paper a novel approach on human silhouette segmentation for surveillance systems was proposed. The described solution uses discrete Poisson equation and a combination of extended watershed algorithm with Region Growing algorithm. Experiments were performed on a commonly known database PETS 2006 and the results show that the proposed solution achieves high precision and accuracy.

2015

  1. Krzysztof Kowalak, Łukasz Kamiński, Paweł Gardziński, Sławomir Maćkowiak, Radosław Hofman,
    Chapter: Human Behavior Recognition Using Negative Curvature Minima and Positive Curvature Maxima Points,
    Book: Computer Communication Networks and Telecommunications,
    New Research in Multimedia and Internet Systems: Vol. 314, 2015, pp. 57-66,
    Full textEndNoteCitation

  2. Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak, Łukasz Kamiński,
    Quality Improvement of 3-D Voxel Models Based on Histograms of Model Reprojection,
    22nd International Conference on Systems, Signals and Image Processing, IWSSIP 2015, London, UK, 9-13 September 2015,
    Full textEndNoteCitation

  3. Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak, Łukasz Kamiński,
    Crowd Density Estimation Based on Voxel Model in Multi-View Surveillance Systems,
    22nd International Conference on Systems, Signals and Image Processing, IWSSIP 2015, London, UK, 10-12 September 2015,
    Full textEndNoteCitation

  4. Krzysztof Kowalak, Łukasz Kamiński, Paweł Gardziński, Sławomir Maćkowiak, Radosław Hofman,
    Chapter: 3-D reconstruction of real objects using an android device,
    Book: Image Processing and Communications Challenges 7,
    Advances in Intelligent Systems and Computing: No. 389, Springer International, 2015, pp. 135-142, ISBN: 978-3-319-23813-5, ISSN: 2194-5375,
    Full textEndNoteCitationDOI

2014

  1. Sławomir Maćkowiak, Łukasz Kamiński, Krzysztof Kowalak, Paweł Gardziński,
    A method and system for analyzing human behavior in an intelligent surveillance system,
    Patent office: EPO, Status: granted,
    Application number: EP 14160409.0, Filling date: 18.03.2014,
    Publication number: EP2899706, Publication date: 29.07.2015,
    Patent number: EP2899706, Date of Patent: 7.12.2016,
    Validated in: PL, DE, GB,
    EndNoteCitation

  2. Łukasz Kamiński, Krzysztof Kowalak, Paweł Gardziński, Sławomir Maćkowiak,
    Human Activity Interpretation Using Evenly Distributed Points on the Human Hull,
    Lecture Notes in Computer Science, Proceedings of International Conference on Computer Vision and Graphics ICCVG 2014, Warsaw, Poland, 15-17 September 2014, pp. 602-609,
    Full textEndNoteCitation

  3. Sławomir Maćkowiak, Paweł Gardziński, Łukasz Kamiński, Krzysztof Kowalak,
    Human Activity Recognition in Multiview Video,
    11th IEEE International Conference on Advanced Video and Signal-based Surveillance AVSS, Seoul, Korea, 26-29 August 2014,
    Full textEndNoteCitation