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Michail I. Schlesinger

doctor of science, professor

Position: Chief researcher

E-mail: schles@irtc.org.ua

Short Bio:

Position: Chief researcher

Extra employment: National Technical University of Ukraine "Kiev Polytechnical Institute", Kiev National University of Ukraine

Scientific degrees:

  • Master of Automation and Remote Control, Mgstr. Thesis „Unsupervised Tuning of Control Systems“.
  • PhD of Theoretical Cybernetics, PhD. Thesis „Theory and Algorithms of Unsupervised Pattern Recognition“.
  • Dr. Habil of Applied Mathematics. Dr. Habil Thesis „Theory of 2D-Grammars Applied to Picture Recognition“
  • 1993 Academic Degree Professor of Applied Mathematics

State Awards of Ukraine

  • 1988 - State Prize of Ukraine for outstanding achievements in science and technology.
  • 1997 - State Prize of Ukraine for outstanding achievements in science and technology.

Field of Scientific Activity

Theory of 2D-grammars and their fuzzy and stochastic generalizations, theory of statistical and structural pattern recognition, optimal labelling problems.

Field of Applications

Processing and syntactical analysis of graphical images (music scores, maps, drawings), texture analysis, image segmentation, binocular stereovision.

Educational Activity

A series of lectures „Statistical and Structural Pattern Recognition“

Constantly

    • National University of Technology of Ukraine
    • Kiev National University of Ukraine

As an invited professor

    • Czech Technical University, Prague, Czech Republic
    • Dresden Technical University, Germany
    • Masarik University, Brno, Czech Republic

Membership in International Programm Committees

  • 9th International Conference, CAIP’01 “Computer Analysis of Images and Patterns”, Warsaw, Poland, 2001;
  • 8th International Conference, CAIP’99 “Computer Analysis of Images and Patterns”, Ljubljana, Slovenia, September 1999;
  • Joint IAPR International Workshops on “Syntactical and Structural Pattern Recognition” (SSPR’2000) and “Statistical Pattern Recognition” (SPR’2000), Alicante, Spain, 30 August - 1 September, 2000;
  • 1st International Workshop on “Statistical Techniques in Pattern Recognition” STIPR’97, Prague, Chech Republic; June 9-11, 1997;
  • International Workshop on Structural and Syntactic Pattern Recognition (SSPR ‘96), Leipzig, Germany;
  • others.

Publications:

  1. Гриценко В.И., Шлезингер М.И.
    Взаимосвязь проблем распознавания образов, машинного мышления и обучения.
    Международный научно-технический журнал «Проблемы управления и информатики» .- 2020.- № 3 .- с. 108-136 .
    [Details]

  2. М.И.Шлезингер, Б.Флах, Е.В.Водолазский
    Поиск заданного количества решений системы размытых ограничений.
    //Кибернетика и системный анализ, К.: Наук.думка.-2018.-№ 1.- С. 67-83
    [Details]

  3. Schlesinger M., Vodolazskiy E.
    Minimax deviation strategies for machine learning and recognition with short learning samples.
    // An Article.- 2017 (arXiv preprint arXiv:1707.04849)
    [Details]

  4. Шлезингер М.И.
    Распознавание образов как реализация определенного подкласса процессов мышления.
    // Управляющие системы и машины.- К.: Наук.думка.- 2017.- №2.- С.20-37.
    [Details]

  5. M.I.Schlesinger, E.V.Vodolazskiy, V.M.Yakovenko
    Frechet Similarity of Closed Plygonal Curves.
    // International Journal of Computational Geometry&Applications, Vol.26, Nu.1, 2016, pp. 53-66.
    [Details]

  6. M Schlesinger, E Vodolazskiy
    How to Formulate and Solve Statistical Recognition and Learning Problems.
    // An Article.- 2015 (arXiv preprint arXiv:1509.08830)
    [Details]

  7. Schlesinger M., Vodolazskiy E.
    Minimax Deviation Strategies for Machine Learning and Recognition with Short Learning Samples.
    Abst Proceedings of Yandex School of Data Analysis Conference «Machine Learning: Prospects and Applications» , 5–8 October 2015, Berlin, Germany
    [Details]

  8. Michail Schlesinger, Boris Flach, Evgeniy Vodolazskiy
    M-best solutions for a class of fuzzy constraint satisfaction problems
    // An Article.- 2014 (arXiv:1407.6166 [cs.AI])
    [Details]

  9. Шлезингер М.И., Флах Б., Водолазский Е.В.
    Минимаксные задачи дискретной оптимизации, инвариантные относительно мажоритарных операторов.
    //Журнал Вычислительной Математики и Математической Физики.- 2014.- № 8 .- Vol.54.- с. 134 - 144.
    [Details]

  10. Шлезингер М.И., Водолазский Е.В., Яковенко В.М.
    Распознавание сходства многоугольников в усиленной хаусдорфовой метрике.
    Кибернетика и Системный Анализ.- 2014.- № 3 .- с. 174 - 187.
    [Details]

  11. Mikhail Schlesinger, E. Vodolazskiy
    Nearly Optimal Statistical Recognition and Learning
    // Proceedings 4th International Conference on Inductive Modelling, 16-20 September, 2013 Kyiv, Ukraine // 2013.- IRTC ITS NASU.- с. 51-58
    [Details]

  12. Шлезингер М.И.
    Ключевые моменты становления киевской школы распознавания.
    //В.М.Глушков. Минуле, що лине у майбутнє. Прошлое, устремленное в будующее/ Упорядник Т.П.Мар’янович.- Київ.- Академперідіка, 2013, с.188-193.
    [Details]

  13. Гриценко В.И., Шлезингер М.И.
    Формальные модели, задачи и алгоритмы образного мышления.
    Автоматика-2011/AUTOMATICS-2011, Матеріали 18-ї міжнородної конференції з автоматичного управління (Львів 28-30 вересня, 2011), с. 110-113 .
    [Details]

  14. Schlesinger M., Vodolazskii Ye., Lopatka N.
    Stop condition for subgradient minimization in dual relaxed (max,+) problem
    // Proceedings 8th International Conference on EMMCVPR (Energy Minimization Methods in Computer Vision and Pattern Recognition), 25-27 July, 2011 Saint Petersburg, Russia // 2011.- Springer.- с. 118-131
    [Details]

  15. Шлезінгер М., Антонюк К., Водолазский Е.
    Оптимизационные задачи разметки и их эквивалентные преобразования
    Управляющие системы и машины.- 2011, № 2.- с. 55-70
    [Details]

  16. М.И.Шлезингер, К.В.Антонюк
    Diffusion algorithms and structural recognition optimization problems
    Кибернетика и системный анализ, К., Наук.думка, 2011.- 48, № 2.- с. 3-12
    [Details]

  17. М.И.Шлезингер, A.В.Бондаренко
    How the problems of pattern recognition learning should be formulated
    Appears in Control Systems and Computers
    [Details]

  18. Schlesinger M.I., Giginyak V.V.
    Solution to Structural Recognition (MAX,+)-problems by their Equivalent Transformations. Part 2
    Control Systems and Computers, 2007(2), Kiev, pp.3-18
    [Details]

  19. Schlesinger M.I., Giginyak V.V.
    Solution to Structural Recognition (MAX,+)-problems by their Equivalent Transformations. Part 1
    Control Systems and Computers, 2007(1), Kiev, pp.3-15
    [Details]

  20. M. I. Schlesinger, B. G. Flach
    Bimodular consistent labeling problems and ther solutions
    Unpublished
    [Details]

  21. М. Шлезингер, В.Главач
    Десять лекций по статистическому и структурному распознаванию
    Киев: Наук. думка, 2004. - 545 с.
    [Details]

  22. Schlesinger M.I., Savchynskyy B.D., Anokhina M.O.
    Parsing and recognition of printed notes
    Control Systems and Computers, 2003(4), Kiev, pp.30-38
    [Details]

  23. Schlesinger M.I., Savchynskyy B.D., Anokhina M.O.
    Computer technology for printed notes recognition
    Proc. of Inter. Conf. "Electronic Images and Visual Arts" EVA 2002, Kiev, 2002, pp.82-86
    [Details]

  24. M. Schlesinger, V. Hlavac
    Ten Lectures on Statistical and Structural Pattern Recognition
    Computational Imaging and Vision Kluwer Academic Publishers - Dordrecht / Boston / London., 2002, 520 p.
    [Details]

  25. M. Schlesinger, B.Flach
    Some solvable subclasses of structural recognition problems
    Czech Pattern Recognition Workshop 2000, Tomas Svoboda (ed.), Czech Pattern Recognition Society, Praha, February 2000, pp. 55-61.
    [Details]

  26. M. Schlesinger, B.Flach
    A Class of Solvable Consistent Labeling Problems
    Joint IAPR International Workshops on Syntactical and Structural Pattern Recognition (SSPR’2000) and Statistical Pattern Recognition (SPR’2000), Alicante, Spain, 30 August - 1 September, 2000.
    [Details]

  27. M.I. Schlesinger
    Maximum likelihood estimation of the certain model of conditional independence
    Journal of Automation and Infomation Sciences, Vol. 31, N 3, 1999, pp. 60-74
    [Details]

  28. М. Шлезингер
    Идентификация статистических параметров в одной модели условной независимости
    Проблемы управления и информатики, Киев, 1998 г, № 3.- C.71-88
    [Details]

  29. M. Schlesinger, V.Kiiko
    Fast dilation and skeletonization of compressed binary pictures
    Computational Imaging and Vision/Mathematical Morphology and its Applications to Image and Signal Processing, Kluwer Academic Publishers /Dordrecht/Boston /London 1998. pp. 347-354
    [Details]

  30. Matsello V. V., I.Aksak, Ch.Faist, V.Kijko, R.Knoffel, V.Jganovsky, M.Schlesinger, D.Schlesinger, G.Stanke
    Detection of the Objects With Given Shape on the Grey-Valued Pictures
    Lecture Notes in Comp. Science 1296. Gerald Sommer, Kostas Danii-lidis, Josef Pauli (Eds.). Computer Analysis of Images and Patterns. 7 th Intern. Conf., CAIP’97, Kiel, Germany, September 1997. Proceedings. Pp.551-558
    [Details]

  31. Matsello V. V., I.Aksak, Ch.Faist, V.Kijko, R.Knoffel, V.Jganovsky, M.Schlesinger, D.Schlesinger, G.Stanke
    Extraction of Filled-in Data from Colour Forms
    Lecture Notes in Comp. Science 1296. Gerald Sommer, Kostas Danii-lidis, Josef Pauli (Eds.). Computer Analysis of Images and Patterns. 7 th Intern. Conf., CAIP’97, Kiel, Germany, September 1997. Proceedings. Pp.98-105
    [Details]

  32. M. Schlesinger
    Algebraic method for solution of some best matching problems
    Advances in Computing Science/ SpringerWien NewYork, 1997, pp. 201-210.
    [Details]

  33. V. Kiiko, M. Schlesinger
    Noise Removing in the Half-Tone Picture
    Праці. Третя Всеукраїнська міжн. конф. / Оброблення сигналів і зображень та розпізнавання образів/ 26-30 лист. 1996: Україна, Київ, С. 211-212
    [Details]

  34. Matsello V. V., Schlesinger M. I.
    Peculiarities of Structural Analysis of Image Contours Under Various Orders of Scanning
    Lecture Notes in Comp. Science 1121. P.Perner, P.Wang, A.Rosenfeld (Eds.).Advances in Structural and Syntactic Pattern Recognition. 6th Int. Workshop,SSPR’96, Leipzig, Germany August 1996. Proceedings. Pp.260-268
    [Details]

  35. Aksak I., Kijko V., Matsello V., Schlesinger M.
    One Generalization of Context-Free Grammars and Its Application to Structural Analysis of Drawings
    Proceedings of the third all-ukrainian international conference UkrOBRAZ'96, Kyyv, pp.137-140
    [Details]

  36. Matsello V. V., M . Plessow, F . Thiede, S . Aleksandrova, W.Kijko, M.Schlesinger
    Von der Skizze zum Layout – automatisierte Analyse und Synthese schematischer Darstellungen
    Berichte des 2.Workshop “Computergrafik und automatisierte Layoutsynthese”, Berlin, 27-29 April 1992 auf der Wartburg, S.8-31
    [Details]

  37. Шлезингер М.И.
    Быстрая реализация одного класса линейных сверток.
    // Сб. научных трудов "Теоретические и прикладные вопросы распознавания изображений" Ин-та кибернетики им. В.М. Глушкова АН УССР.- Киев: ИК АН Украины, 1991.- C.61-69
    [Details]

  38. С.Л.Александрова, В.М.Кийко, В.В.Мацелло, М.Шлезингер
    Программный комплекс для обработки изображений чертежей, реализованный на персональном компьютере
    В кн.: Методы и средства информатики речи: Киев: ИК АН Украины, 1991, с. 29-34
    [Details]

  39. V. Kiiko, M. Schlesinger
    Width-independent Fast Skeletonization Algorithm for Binary Pictures
    International Journal of Imaging Systems and Technology.USA. Vol. 3, N 3, 1991, pp.222-226
    [Details]

  40. М.И.Шлезингер
    Математические средства обработки изображений.
    Монография. Киев: Наук. думка, 1989.- 197 с.
    [Details]

  41. S. K. Alekseev and M. I. Shlezinger
    High-speed algorithm for preliminary image processing
    Kibernetika, No. 1, pp. 97-101,115, January-February, 1986
    [Details]

  42. Matsello V. V., Provalov Y. L., Sharypanov V.M., Schlesinger M. I.
    System for input and processing of graphical information
    Control Systems and Computers №6, 1986, Kiev, pp.56-60
    [Details]

  43. Matsello V. V., Schlesinger M. I.
    Syntactical analysis of images in the process of their line-to-line scanning
    Proceedings of the Academy of Sciences of the USSR, Series "Technical Cybernetics", №3, 1982, pp.173-179
    [Details]

  44. N. A. Esin and M. I. Shlezinger
    Synthesis of a probabilistic finite-state grammar describing a given set of sequences
    Kibernetika, No. 4, pp. 116-120, July-August, 1977
    [Details]

  45. M. I. Shlezinger
    Syntactic analysis of two-dimensional visual signals in the presence of noise
    Kibernetika, No. 4, pp. 113-130, July-August, 1976
    [Details]

  46. V.K. Koval and M.I. Schlesinger.
    Two-dimensional programming in image analysis problems
    USSR Academy of Science, Automatics and Telemechanics, 8:149--168, 1976
    [Details]

  47. M. I. Shlezinger
    The interaction of learning and self-organization in pattern recognition.
    Kibernetika, Vol. 4, No. 2, pp. 81-88, 1968
    [Details]

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