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)
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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.
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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)
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Bobulski J., Kubanek M.: Data Model For BigDeepExaminator, 5th International Conference on Data Mining and Applications DMAP 2019, 14-15 December 2019, Chennai, India.
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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.
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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
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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.
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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.
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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.
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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.)
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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*)
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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.
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Kubanek M, Bobulski J., Device for Acoustic Support of Orientation in the Surroundings for Blind People, Sensors 2018, 18(12), 4309.
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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)
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Bobulski J., Iris identification method using only a section of the pattern , Optica Applicata, Vol. 48 (1), 2018.
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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.
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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.
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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.
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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.
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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.
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Bobulski, J. Parallel facial recognition system based on 2DHMM, Advances in Intelligent Systems and Computing, vol. 534, Springer Verlag, 2017, pp. 258-265.
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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.
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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.