Andrzej Kordecki, Ph.D.

Scientific degree Ph.D. Position Assistant Professor (Adiunkt) Contact Tel.: (+48) 22 234 56 10 E-mail: Andrzej.Kordecki(at)pw.edu.pl Nowy Lotniczy Building, room 230 Office hours

Scientific interests

• Object classification, segmentation, and image detection methods using convolutional neural networks.
• Methods of navigation for mobile autonomous robots using camera and LIDAR.
• Methods of image correction, including vignetting correction and correction of geometric distortions.
• Colour management systems and colourimetric calibration of image acquisition and display devices.

Courses taught

• Neural Networks
• Sieci neuronowe
• Cyfrowe przetwarzanie obrazów

Selected publications

Journals

    J. Dybała; A. Kordecki, Concept of Virtual Reality Training of Facility Management Employees Using Eye Tracking. Applied Sciences, 13, 5868, 2023. https://doi.org/10.3390/app13105868
    A. Kordecki, H. Palus, A. Bal, Practical vignetting correction method for digital camera with measurement of surface luminance distribution, Signal, Image and Video Processing, 10(8):1417–1424, 2016
    A. Bal, A. Kordecki, H. Palus, M. Frackiewicz, Porównanie dokładności reprodukcji barw dla wybranych systemów kalibracji kolorymetrycznej monitorów LCD, Przegląd Elektrotechniczny 92(4):59-67, 2016
    A. Kordecki, H. Palus, Automatic detection of colour charts in images, Przegląd Elektrotechniczny, 90(9):197-202, 2014.

Conference proceedings

    A. Kordecki, Fast document area detection for scanned images, The 11th International Conference on Machine Vision (ICMV), Munich, 2019
    A. Kordecki, Practical testing of irradiance-independent camera color calibration, The 11th International Conference on Machine Vision (ICMV), Munich, 2019
    A. Kordecki, A. Bal, H. Palus, A study of vignetting correction methods in camera colorimetric calibration, The 9th International Conference on Machine Vision (ICMV), Nicea, 2017
    A. Kordecki, A. Bal, H. Palus, Local polynomial model: a new approach to vignetting correction, The 9th International Conference on Machine Vision (ICMV),  Nicea, 2017
    A. Bal, A. Kordecki, H. Palus, M. Frackiewicz, Evaluating the usefulness of selected systems for colorimetric calibration of LCD monitors, International Conference on Man-Machine Interactions (ICMMI), Andrychów, 2015.
    A. Kordecki, A. Bal, H. Palus, Fast vignetting reduction method, 20th International Conference on Methods and Models in Automation and Robotics (MMAR), Międzyzdroje, 1145 – 1150,  Międzyzdroje, 2015
    A. Kordecki, A. Bal, Capturing the Best Hyperspectral Image in Different Lighting Conditions, The 8th International Conference on Machine Vision (ICMV), Barcelona, 2015.

Book chapters

    Kordecki Andrzej: Fast document area detection for scanned images, w: Eleventh International Conference on Machine Vision (ICMV 2018) / Verikas Antanas [i in.] (red.), vol. 11041, 2018, SPIE, ISBN 9781510627482, ss. 1-6, DOI:10.1117/12.2522926
    Kordecki Andrzej: Practical testing of irradiance-independent camera color calibration, w: Eleventh International Conference on Machine Vision (ICMV 2018) / Verikas Antanas [i in.] (red.), vol. 11041, 2018, SPIE, ISBN 9781510627482, ss. 1-6, DOI:10.1117/12.2522907