Janusz Bobulski

Institute of Computer and Information Science

Czestochowa University of Technology, Poland

Associate Professor

Email: januszb@icis.pcz.pl

Qualifications

2004 Ph.D., Czestochowa University of Technology, Poland, Computer and Information Sciences

2000 M.D., Politechnika Częstochowska, Poland, Computer Science

Publications (Selected)

1. Bobulski J., Kubanek M.: Project of Sorting System for Plastic Garbage in Sorting Plant Based on Artificial Intelligence, 9th International Conference on Advanced Information Technologies and Applications (ICAITA 2020), July 11-12, 2020, Toronto, Canada, Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds), ISBN : 978-1-925953-23-7.
2. Bobulski J., Kubanek M.: Design data model for Big Data analysis system, 20th Advanced Concepts for Intelligent Vision Systems, 10-14 February 2020, Auckland, New Zeland (rank core B)
3. Bobulski J., Kubanek M.: Data Model For BigDeepExaminator, 5th International Conference on Data Mining and Applications DMAP 2019, 14-15 December 2019, Chennai, India.
4. Bobulski J., Kubanek M.: Design Big Data analysis system – BigDeepExaminator, 2nd International Conference on Big Data and Machine Learning BDML 2019, 8-11 November 2019, Chengdu, China.
5. Bobulski, J., Kubanek, M., Waste Classification System Using Image Processing and Convolutional Neural Networks, Lecture Notes in Computer Science, 11507 LNCS, 2019, pp. 350-361. doi=10.1007/978-3-030-20518-8_30
6. Bobulski J., Kubanek M.: Plastic waste classification system using image processing and deep learning, 7th International Conference on Recycling and Waste Management, October 3-4, 2019, Melbourne, Australia.
7. Bobulski J., Kubanek M.: The triple histogram method for waste classification, 18TH International Conference of Numerical Analysis And Applied Mathematics ICNAAM 2019, 23-28 September 2019, Rhodes, Greece.
8. M. Kubanek, J. Bobulski, J. Kulawik, Recognizing Speech Commands Using Convolutional Neural Network, 17th International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2019, 23-29 september 2019, Rhodes, Greece.
9. Kubanek M., Bobulski J., Kulawik J.: A Method of Speech Coding for Speech Recognition Using a Convolutional Neural Network. Symmetry, 11, 1185, 2019 (70 pkt.)
10. Bobulski J., Kubanek M.: CNN use for plastic garbage classification method, 25TH ACM SIGKDD Conference On Knowledge Discovery And Data Mining, Workshop on Data Mining and AI for Conservation, 4-8 August 2019, Anchorage, Alaska, USA. (rank core A*)
11. Bobulski J., Kubanek M., Kulawik J.: The method of waste classification based on triple histogram, International Conference on Digital Image and Signal Processing (DISP 2019), . 29-30 April, 2019, St Hugh's College, University of Oxford, Oxford, United Kingdom.
12. Kubanek M, Bobulski J., Device for Acoustic Support of Orientation in the Surroundings for Blind People, Sensors 2018, 18(12), 4309.
13. Bobulski J., Rozpoznawanie wzorców 2D i 3D na obrazach cyfrowych za pomocą ukrytych modeli Markowa, Akademicka Oficyna Wydawnicza EXIT, Warszawa, 2018.ISBN 978-83-7837-065-9.(book in polish - Recognition of 2D and 3D patterns in digital images using hidden Markov models)
14. Bobulski J., Iris identification method using only a section of the pattern , Optica Applicata, Vol. 48 (1), 2018.
15. Bobulski J., Piątkowski J., PET waste classification method and Plastic Waste DataBase WaDaBa, Conference Proc. IP&C 2018, Advances in Intelligent Systems and Computing, vol. 681, Springer Verlag, 2018, pp.57-64.
16. Jakubski A., Bobulski J., On the way to perfect steganography, Conference Proc. IP&C 2018, Advances in Intelligent Systems and Computing, vol. 681, Springer Verlag, 2018, pp.49-56.
17. Kubanek, M., Bobulski, J., The use of hidden Markov models to verify the identity based on facial asymmetry. Eurasip Journal on Image and Video Processing, 2017 (1) doi:10.1186/s13640-017-0193-2.
18. Bobulski J., Multimodal face recognition method with two-dimensional hidden Markov model, Bulletin of the Polish Academy of Sciences Technical Sciences. Volume 65, Issue 1, Pages 121–128, February 2017.
19. Bobulski J., Face Recognition with 3D Face Asymmetry, Image Processing & Comunication Chalenges 8, Advances in Intelligent Systems and Computing, vol. 525, Springer Verlag, 2017, pp.53-60.
20. Bobulski, J. Parallel facial recognition system based on 2DHMM, Advances in Intelligent Systems and Computing, vol. 534, Springer Verlag, 2017, pp. 258-265.
21. J. Bobulski, Face Recognition Method with Two-dimensional HMM, Proc. of the 9th International Conference on Computer Recognition Systems CORES 2015, Burduk R. et.al, Advances in Intelligent Systems and Computing, vol. 403, Springer Verlag, 2016, 317-326.
22. J. Bobulski, Two-dimensional Hidden Markov Models in Road Signs Recognition, Image Processing & Comunication Chalenges 6, Advances in Intelligent Systems and Computing, vol.313, Springer Verlag, 2015, pp. 3-12.