Dr inż. Mariusz Frąckiewicz, Adiunkt, pokój: 624
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Nota biograficzna:

2013 - adiunkt w Instytucie Automatyki Politechniki Śląskiej



2011-2012 - asystent w Instytucie Automatyki Politechniki Śląskiej



2006-2011 - studia doktoranckie na Wydziale Automatyki, Elektroniki i Informatyki Politechniki Śląskiej; rozprawa doktorska pt. Zastosowanie techniki KHM (k-średnich harmonicznych) w przetwarzaniu obrazów barwnych, promotor dr hab. inż. Henryk Palus Prof. Nzw. Pol. Śl.



2001-2006 – studia na Wydziale Automatyki, Elektroniki i Informatyki Politechniki Śląskiej na kierunku Automatyka i Robotyka, specjalność Robotyka; praca magisterska pt. Poprawianie obrazów barwnych poprzez zmianę ich barwności, promotor dr hab. inż. Henryk Palus, dyplom z wyróżnieniem

Rozwiń/Zwiń

Zainteresowania naukowe:

Przetwarzanie obrazów cyfrowych, sieci komputerowe, nowe technologie.

Lista publikacji:

1. Palus H., Frąckiewicz M., Deterministic vs. random initializations for k-means color image quantization, Proc. of 15th International Conference on Signal Image Technology & Internet-Based Systems (SITIS), pp.50-55, Sorrento, 2019

2. Koper Z., Frąckiewicz M., Palus H., Borys D., Psiuk-Maksymowicz K., Breast lesion segmentation in DCE-MRI imaging,
Proc. of 14th International Conference on Signal Image Technology & Internet-Based Systems (SITIS), pp.308-313, Las Palmas de Gran Canaria, 2018.

3. Borys D., Serafin W., Frąckiewicz M., Psiuk-Maksymowicz K., Palus H., A phantom study of new bias field correction method combining N3 and KHM for MRI imaging, Proc. 14th International Conference on Signal Image Technology & Internet- Based Systems (SITIS), pp.314-319, Las Palmas de Gran Canaria, 2018

4. Frąckiewicz M., Palus H., K-Means color image quantization with deterministic initialization: new image quality metrics, Proc. of 15th International Conference on Methods and Models in Automation and Robotics (ICIAR 2018), Povoa de Varzim, Portugal 2018.

5. Borys D., Serafin W., Gorczewski K., Kijonka M., Frąckiewicz M., Palus H., The evaluation of correction algorithms of intensity nonuniformity in breast MRI images: a phantom study, Tenth International Conference on Machine Vision (ICMV),Vienna, Austria, Proc. of SPIE, vol.10696, 2018, doi: 10.1117/12.2309464

6. Frąckiewicz M., Palus H., Toward a perceptual image quality assessment of colorquantized images, Tenth International Conference on Machine Vision (ICMV), Vienna, Austria, Proc. of SPIE, vol. 10696, 2018 doi: 10.1117/12.2309461

7. A. Bal, A. Kordecki, H. Palus, M. Frackiewicz: Evaluating of selected systems for colorimetric calibration of LCD monitors, ICMMI 2015 International Conference on Man-Machine Interactions, October 6-9, 2015 The Beskids, Poland, Proceedings: Springer-Verlag series Advances in Intelligent Systems and Computing, Man–Machine Interactions 4, Publisher: Springer International Publishing, Editors: Aleksandra Gruca, Agnieszka Brachman, Tadeusz Czachórski, Stanisław Kozielski

8. Palus H., Frackiewicz M., Improving color image segmentation by spatial-color pixel clustering, Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV Milano, 2014), 94450L (February 12, 2015); doi:10.1117/12.2180548

9. Palus H. Frackiewicz M: A study on clustering for colour image quantisation. in: Joao Manuel R.S. Tavares and R. M. Natal Jorge /eds./. Computational Vision and Medical Image Processing IV. VipIMAGE 2013. 81-86. Taylor & Francis Group. London 2013, ISBN: 978-1-138-00081-1-0

10. Borys Damian, Serafin Wojciech, Frąckiewicz Mariusz, Psiuk-Maksymowicz Krzysztof, Palus Henryk: A phantom study of new bias field correction method combining N3 and KHM for MRI imaging, W: The 14th International Conference on Signal Image Technology & Internet Based Systems : SITIS 2018, 26-29 November 2018, Las Palmas de Gran Canaria, Spain / Di Baja G. S. [i in.] (red.), 2019, ISBN 978-1-5386-9386-5, s. 314-319, DOI:10.1109/SITIS.2018.00055, 5 punktów

11. Frąckiewicz Mariusz, Koper Z., Palus Henryk, Borys Damian, Psiuk-Maksymowicz Krzysztof: Breast lesion segmentation in DCE- MRI imaging, W: The 14th International Conference on Signal Image Technology & Internet Based Systems : SITIS 2018, 26-29 November 2018, Las Palmas de Gran Canaria, Spain / Di Baja G. S. [i in.] (red.), 2019, ISBN 978-1-5386-9386-5, s. 308-313, DOI:10.1109/SITIS.2018.00054

12. Frackiewicz M., Palus H., New image quality metric used for the assessment of color quantization algorithms,
9th International Conference on Machine Vision 2016 (Nice, France)

13. Palus H., Frackiewicz M., Further applications of the DSCSI metric for evaluating color quantization, 9th
International Conference on Machine Vision 2016 (Nice, France)

14. D. Borys, M. Niezgoda, K. Szczucka-Borys, I. Gorczewska, M.Frackiewicz, Evaluation of the clustering based image segmentation algorithms
for nuclear medicine imaging, In: European Journal of Nuclear Medicine and Molecular Imaging
Volume 43, Supplement S734

15. Damian Borys, Magdalena Szeremet, Krzysztof Psiuk-Maksymowicz, Ziemowit Ostrowski, Mariusz Frackiewicz, Study and adjustment of dermoscopic image preprocessing algorithms for lesion border detection, Computer Systems in Medicine and Health, 11-12 May 2016, Szczyrk, Poland

16. K. Radlak, M. Frackiewicz, M. Szczepanski, M. Kawulok, Adaptive Vision Studio - Educational Tool for Image Processing Learning, IEEE Frontiers in Education, pp. 1732-11739, 21-24 October, 2015, El Paso, USA, ISBN: 978-1-4799-8453-4

17. Frackiewicz M., Palus H., In Search of a New Initialization of K-Means Clustering for Color Quantization, 8th International Conference on Machine Vision (Barcelona, Spain), 987506-987506-5

18. B. Mika, K. Bednarczyk, Mariusz Frąckiewicz, T. Ischebeck, Automatic measurement of pollen tube length, International Student Conference of Cell Biology, 22-23 May, Kraków 2015. Book of abstracts. [B.m.] : [b.w.], 2015, s. 28-29, bibliogr. 1 poz

19. Frackiewicz M. Palus H: Outlier-based initialisation of k-means in colour image segmentation. Proceedings of 2nd International Conference on Informatics and Applications. (ICIA 2013). 36-41. Łódź. Poland 2013.

20. P. Kowalska, Damian Borys, Mariusz Frąckiewicz, Ziemowit Ostrowski, Hair removing technique as a initial step in dermatoscopy images analysis, XVIIIth Gliwice Scientific Meetings, November 21-22, 2014. [B.m.] : [b.w.], 2014, s. 99, biibliogr. 1 poz.

21. Mariusz Frąckiewicz, Grzegorz Szolc and Henryk Palus, An Improved SPSIM Index for Image Quality Assessment,
March 2021, Symmetry 13(3):518

22. Frąckiewicz M., Mandrella A., Palus H., Fast color quantization by k-means clustering combined with image sampling, Symmetry, vol.11, no.8, pp. 1-13, 2019

23. K. Radlak, M. Frackiewicz, H. Palus, B. Smolka, Finger joint synovitis detection in ultrasound images, Bulletin of the Polish Academy of Sciences: Technical Sciences, vol.66, no.2, 2018, doi: 10.24425/122104

24. Bal A, Kordecki A, Palus H, Frackiewicz M: Porównanie dokładności reprodukcji barw dla wybranych systemów kalibracji kolorymetrycznej monitorów LCD, Przegląd Elektrotechniczny, 2016, DOI:10.15199/48.2016.04.16

25. Borys, D., Szeremet, M., Psiuk-Maksymowicz, K., Frackiewicz, M., Ostrowski, Z., Study and adjustment of dermoscopic image processing algorithms for lesion border detection, In: Stud. Informat. 2016 vol. 37 nr 3B, s. 33-46,

26. Palus Henryk, Frąckiewicz Mariusz: Deterministic vs. random initializations for k-means color image quantization,
W: The 15th International Conference on Signal Image Technology & Internet Based Systems : SITIS 2019, 26-29
November 2019, Sorrento, Italy. Proceedings / Yetongnon K. [i in.] (red.), 2020, Institute of Electrical and Electronics
Engineers, ISBN 978-1-7281-5687-3, s. 50-55, DOI:10.1109/SITIS.2019.00020

27. K. Radlak, M. Frackiewicz, H. Palus, B. Smołka, Automated finger joint synovitis localization in ultrasound images, Automatyzacja procesów dyskretnych. Teoria i zastosowania, Tom II, p. 179-188, 2015, ISBN 978-83-62652-79-2

28. Damian Borys, Paulina Kowalska, Mariusz Frackiewicz, Ziemowit Ostrowski, A Simple Hair Removal Algorithm from Dermoscopic Images, Bioinformatics and Biomedical Engineering, Lecture Notes in Computer Science Volume 9043, 2015, pp 262-273, ISBN
978-3-319-16482-3, DOI10.1007/978-3-319-16483-0_27

29. Frackiewicz M., Palus H., Radlak K., Automatic cheek detection in digital colour images, in: Joao Manuel R.S. Tavares and R. M. Natal Jorge /eds./, Computational Vision and Medical Image Processing, VipIMAGE 2015, pp.49-56, Taylor & Francis Group, 2015, ISBN: 978-1-138-02926-2

30. Palus H. Frackiewicz M.: Colour image quantisation using KM and KHM clustering techniques with outlier-based initialisation. W: Developments in Medical Image Processing and Computational Vision. Eds.: J.M. Tavares. R.N. Jorge. Dordrecht. Springer. 2015. s. (Lecture Notes in Computational Vision and Biomechanics; vol. 19) ISBN: 978-3-319-13406-2

31. Frąckiewicz M., Palus H., Przestrzenno-barwna klasteryzacja pikseli w segmentacji obrazu barwnego, Świerniak A., Krystek J., /red./, Automatyzacja Procesów Dyskretnych, Tom II, str. 97-104, 2014, ISBN: 978-83-62652-68-6.

32. Palus H. Frackiewicz M: Colour quantisation as a preprocessing step for image segmentation. W: Topics in medical image processing and computational vision. Eds.: J.M.R.S. Tavares. R.M.N. Jorge. Dordrecht. Springer. 2013. s. 119-138. (Lecture Notes in Computational Vision and Biomechanics; vol. 8) ISBN:978-9400707252

33. Palus H. Frackiewicz M: Colour quantisation as a preprocessing step for image segmentation. W: Computational vision and medical image processing. VipImage 2011. Proceedings of VIPIMAGE 2011, Third ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, Olhao, Algarve, Portugal, 12-14 October 2011. Eds: Joao Manuel R. S. Tavares, R. M. Natal Jorge. Leiden: CRC Press/Balkema, 2012, s. 131-135 ISBN:978-0-415-68395-1