Marcin Iwanowski, Ph.D., D.Sc.

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1 Marcin Iwanowski, Ph.D., D.Sc. Curriculum Vitae July, 2019 family name names born nationality martial status Personal data IWANOWSKI Marcin Wojciech October, 4, 1971, Warszawa, Poland polish married, 2 children Research interests computer vision, image processing, mathematical morphology pattern recognition, machine learning, articial intelligence Current position since 2012 professor since 2017 head of Control Division Institute of Control and Industrial Electronics, Faculty of Electrical Engineering Warsaw University of Technology address ul.koszykowa 75, Warszawa POLAND tel fax iwanowski@ee.pw.edu.pl since 2011 address professor Institute of Physics, Faculty of Physics, Astronomy and Informatics Nicolaus Copernicus University ul. Grudzi dzka 5, Toru«POLAND iwanowski@zyka.umk.pl Scientic degrees M.Sc.,Eng. automation and robotics, 1995 Warsaw University of Technology, Faculty of Electrical Engineering Ph.D. technical sciences, 2000 Warsaw University of Technology, Faculty of Electrical Engineering Ph.D. mathematical morphology, 2001 Ecole des Mines de Paris, Centre de Morphologie Mathematique (School of Mines of Paris, Center of Mathematical Morphology) D.Sc. computer science, 2011 (habilitation) Institute of Computer Science, Polish Academy of Sciences Education primary school secondary school, Warsaw University of Technology, Faculty of Electrical Engineering M.Sc.studies, automation and robotics Warsaw University of Technology, Inst.of Control and Industrial Electronics doctoral studies Ecole des Mines de Paris, Centre de Morphologie Mathematique doctoral studies, University of Warsaw, Center for Europe, postgraduate studies in european integration 1

2 Employment history assistant professor Institute of Control and Industrial Electronics, Faculty of Electrical Engineering, Warsaw University of Technology Scientic stays abroad , 10 months , 6 months 1998, 3 months 1999, 3 months Fontainebleau, France, Centre de Morphologie Mathematique, Ecole des Mines de Paris , 12 months Ispra, Italy, Institute of Environment and Sustainability, Joint Research Center (European Commission) english french, german italian, russian Languages uent good basic Scientific activies Dissertations (advisor) Bartªomiej Zieli«ski Drzewa podziaªu i ich zastosowanie do porównywania obrazów cyfrowych (WUT, 2014) Conference program committee memberships KKIO 2019 Krajowa Konferencja In»ynierii Oprogramowania, Pultusk, Poland ICCVG 2018 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ACIIDS/ICVSA th Asian Conference on Intelligent Information and Database Systems, Spec.Ses.on Intelligent Computer Vision Systems and Applications, Kanazawa, Japan, ISMM 2017 Int. Symposium on Mathematical Morphology, Fontainebleau, France, ICCVG 2016 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ISMM 2015 Int. Symposium on Mathematical Morphology, Reykjavik, Island, ICCVG 2014 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ISMM 2013 Int. Symposium on Mathematical Morphology, Uppsala, Sweden, ICANNGA 2013 Int.Conf.on Adaptive and Natural Computing Algorithms, Lausanne, Switzerland, ICCVG 2012 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ISMM 2011 Int. Symposium on Mathematical Morphology, Intra, Italy, ICANNGA 2011 Int.Conf.on Adaptive and Natural Computing Algorithms, Ljubliana, Slovenia, ICCVG 2010 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ICANNGA 2009 Int.Conf.on Adaptive and Natural Computing Algorithms, Kuopio, Finland, CAIP 2007 Computer Analysis of Images and Patterns, Vienna, Austria. Invited Lectures KAI PAN 2017 YSTCMT 2014 IPC 2012 Metody analizy obrazów oraz systemy wizyjne w automatyce i informatyce, Seminarium Komisji Automatyki i Robotyki oddziaªu PAN w Poznaniu Szczecin, Poland Young Scientists Towards the Challenges of Modern Technology Warsaw, Poland 4th International Conference on Image Processing and Communications, Bydgoszcz, Poland 2

3 Conference session chairing IPC 2018 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, ICCVG 2018 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, IPC 2017 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, ISMM 2017 Int. Symposium on Mathematical Morphology, Fontainebleau, France, ICCVG 2016 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, IPC 2016 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, ICCVG 2014 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ICCVG 2012 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ICCVG 2010 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, VISAPP 2009 Int.Conf.on Computer Vision Theory and Applications, Lisbon, Portugal, ICCVG 2008 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ICANNGA 2007 Int.Conf.on Adaptive and Natural Computing Algorithms,Warsaw, Poland, ICCVG 2004 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland. Reviewing (D.Sc. dissertations) Michaª Kruk Zastosowania metod sztucznej inteligencji we wspomaganiu rozpoznania i diagnostyki obrazów biomedycznych D.Sc., Faculty of Electrical Eng. WUT, 2017 date of graduation: Reviewing (Ph.D. dissertations) Marek Kulawiak Przetwarzanie hydroakustycznych i lidarowych danych przestrzennych w celu konstrukcji trójwymiarowych modeli rzeczywistych obiektów Ph.D., Gdansk University of Technology, 2019 date of graduation: Davor Sluga Finding dependencies in data with information-theoretic methods Ph.D., Ljubliana University, Slovenia, 2017 date of graduation: Adam Srebro Simulation and Control of a Wheeled Mobile Robot Operating in the Presence of Faults Ph.D., Faculty of Electrical Eng. WUT, 2013 date of graduation: Dominik Olszewski Statistical Modeling and Dissimilarities for Selected Data Analysis Applications (Ph.D. WUT, 2012) Ph.D., Faculty of Electrical Eng. WUT, 2012 date of graduation: Krzysztof Hryniów Algorytmy wyszukiwania wzorców w systemach reguªowych czasu rzeczywistego (WUT, 2012) Ph.D., Faculty of Electrical Eng. WUT, 2012 date of graduation: Reviewing (journals) IEEE Transactions on Image Processing IEEE Transactions on Geosciences and Remote Sensing IEEE Signal Processing Letters IEEE Transactions on Industrial Informatics Pattern Recognition Letters International Journal of Applied Mathematics and Computer Science Digital Signal Processing International Journal of Neural Systems International Journal of WSCG Biocybernetics and Biomedical Engineering Signal, Image and Video Processing Journal of Mathematical Imaging and Vision 3

4 Reviewing (journals) cont. Computers and Geosciences Parallel Computing Neurocomputing International Journal of Geoinformation Archiwum Fotogrametrii, Kartograi i Teledetekcji Bulletin of Polish Academy of Sciences Technical Sciences Electrotechnical Review Przegl d Telekomunikacyjny Logistyka Reviewing (conferences) KKIO 2019 Krajowa Konferencja In»ynierii Oprogramowania, Biaªystok, Poland MMAR 2019 Int.Conf.on Meth.and Models in Automation and Robotics, Mi dzyzdroje, Poland, IPC 2018 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, MMAR 2018 Int.Conf.on Meth.and Models in Automation and Robotics, Mi dzyzdroje, Poland, IPC 2017 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, MMAR 2017 Int.Conf.on Meth.and Models in Automation and Robotics, Mi dzyzdroje, Poland, ISMM 2017 Int. Symposium on Mathematical Morphology, Fontainebleau, France, IPC 2016 Image Processing and Communications Int.Conf., Bydgoszcz, Poland, ISIE 2016 IEEE Int.Symposium on Industrial Electronics, IECON nd Annual Conference of the IEEE Industrial Electronics Society, ISMM 2015 Int. Symposium on Mathematical Morphology, Reykjavik, Island, ICCVG 2014 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ISMM 2013 Int.Symp.on Mathematical Morphology, Intra, Italy, ICANNGA 2013 Int.Conf.on Adaptive and Natural Comp.Algorithms, Lausanne, Switzerland, ICCVG 2012 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ISMM 2011 Int.Symp.on Mathematical Morphology, Intra, Italy, ICANNGA 2011 Int.Conf.on Adaptive and Natural Comp.Algorithms, Ljubliana,Slovenia, ICCVG 2010 Int.Conf.on Computer Vision and Graphics, Warsaw, Poland, ICANNGA 2009 Int.Conf.on Adaptive and Natural Comp.Algorithms, Kuopio, Finland, WSCG 2009 Int.Conf.in on Comp.Graphics, Visualiz.and Comp.Vision, Pilzen, Czech Rep., IGARSS 2009 IEEE Int.Symp.on Geosciences and Remote Sensing, Cape Town, RSA, ICIC 2008 Int.Conf.on Intelligent Computing, Szanghai, China, WSCG 2008 Int.Conf.on Comp.Graphics, Visualiz.and Comp.Vision, Pilzen, Czech Rep., EUSIPCO 2008 European Signal Processing Conference, Lausanne, Switzerland, CAIP 2007 Computer Analysis of Images and Patterns, Vienna, Austria. ICANNGA 2007 Int.Conf.on Adaptive and Natural Comp.Algorithms,Warsaw, Poland, ISMM 2005 Int.Symp.on Mathematical Morphology, Paris, France, PELINCEC 2005 Int.Conf.Power Electr.and Intell.Contr.for Energy Conserv., Warsaw, Poland, WSCG 2005 Int.Conf.on Comp.Graphics, Visualiz.and Comp.Vision, Pilzen, Czech Rep., IbPRIA 2005 Iberian Conference on Pattern Recogn.and Image Analysis Organizational activities Member of Advisory Committee of Doctoral School no 3 of WUT(2019-) Member of Scientic Advisory Committee of Center of Defense and Security WUT ( , ) Member of Doctoral Examination Juries (2011-) Coordinator of ICANNGA'07 conference, member of organizing committee (April, 11-14, 2007) Workshop coordinator Image Processing in Industrial Information Technology Methods and Applications (October, 14-15, 2004) Scientic secretary of the Center of Excellence PELINCEC Power Electronics and Intelligent Control for Energy Conservation ( ) Secretary of Doctoral Examination Jury ( ) 4

5 Grants Opracowanie innowacyjnych rozwi za«informatycznych, umo»liwiaj cych automatyczn analiz zdj wykonywanych w trakcie bada«trichoskopowych (prace zlecone, ) Prace badawczych w zakresie opracowania nowego algorytmu lokalizacji i opisu punktów charakterystycznych obrazu (prace zlecone, 2015) Realizacja prac badawczych w ramach projektu Analiza zawarto±ci i znaczenia obrazów bazuj ca na wektorach cech wspóªnansowanego ze ±rodków Europejskiego Funduszu Rozwoju Regionalnego z bud»etu Programu Operacyjnego Innowacyjna Gospodarka-Dziaªanie 1.4 (prace zlecone, 2014) Realizacja prac badawczych w ramach projektu Opracowanie narz dzi do przetwarzania du»ej ilo±ci danych gracznych i ich analizy w oparciu o procesory CUDA wspóªnansowanego ze ±rodków Europejskiego Funduszu Rozwoju Regionalnego z bud»etu Programu Operacyjnego Innowacyjna Gospodarka-Dziaªanie 1.4 (prace zlecone, 2012) COMP-HEALTH Radio frequency sensing for non-destructive testing of carbon bre reinforced composite materials for structural health monitoring (grant w ramach 7 PR, , ) Opracowanie metody segmentacji obrazów komórkowych na podstawie sekwencji obrazów mikroskopowych (grant KBN N , IBIB PAN, ) Awards 2012 individual award of II degree of Rector of Warsaw University of Technology 2001 Polish Image Processing Society award for the best Ph.D. dissertation 1999 team award of II degree of the Rector of Warsaw University of Technology Memberships IEEE senior member Books and dissertations Publications [1] M. Iwanowski. Metody morfologiczne w przetwarzaniu obrazow cyfrowych. EXIT, [2] B. Beliczynski, A. Dzielinski, M. Iwanowski, and B. Ribeiro. Adaptive and Natural Computing Algorithms - Proc. of 8th International Conference ICANNGA 2007 part I, volume LNCS Springer Verlag, ISBN ; ISSN ; DOI / [3] B. Beliczynski, A. Dzielinski, M. Iwanowski, and B. Ribeiro. Adaptive and Natural Computing Algorithms - Proc. of 8th International Conference ICANNGA 2007 part II, volume LNCS Springer Verlag, ISBN ; ISSN [4] M. Iwanowski. Zastosowanie morfologii matematycznej do interpolacji obrazow - rozprawa doktorska. PhD thesis, Politechnika Warszawska, Instytut Sterowania i Elektroniki Przemyslowej/Wyzsza Szkola Gornicza w Paryzu, Centrum Morfologii Matematycznej, Warszawa-Fontainebleau, promotorzy: prof.tadeusz Kaczorek, prof.jean Serra. Journal publications [1] K. Ostan, M. Iwanowski, J. Kozak, A. Cacko, U. Gimmi, D. Kaim, A. Psomas, C. Ginzler, and K. Ostapowicz. Forest cover mask from historical topographic maps based on image processing. Geoscience Data Journal, 4(1):2939, [2] B. Zielinski and M. Iwanowski. Tree-based binary image dissimilarity measure with meta-heuristic optimization. Pattern Analysis and Applications, 19(1):110, Feb [3] B. Salski, W. Gwarek, P. Korpas, S. Reszewicz, A.Y.B. Chong, P. Theodorakeas, I. Hatziioannidis, V. Kappatos, C. Selcuk, T.-H. Gan, M. Koui, M Iwanowski, and B. Zielinski. Non-destructive testing of carbon-bre-reinforced polymer materials with a radio-frequency inductive sensor. Composite Structures, 122(0): ,

6 [4] M. Iwanowski, B. Zielinski, and S. Stygar. Comparing images using color blob approach. Przeglad Elektrotechniczny, 89(2a):5558, ISSN [5] A. Korzynska and M. Iwanowski. Multistage morphological segmentation of bright-eld and uorescent microscopy images. Opto-Electronics Review, 20:174186, /s x. [6] M. Swiercz and M. Iwanowski. Image features based on morphological class distribution functions and its application to binary pattern recognition. Przeglad Elektrotechniczny, 88(2):132135, ISSN [7] M. Iwanowski and J. Kozak. Automatic detection of forest regions on scanned old maps. Przeglad Elektrotechniczny, 88(4a):249252, ISSN [8] P. Suchecki and M. Iwanowski. Draughts playing system with vision-based interface. Przeglad Elektrotechniczny, 87(7):174178, ISSN [9] M. Iwanowski. Image methamorphosis based on universal morphological interpolator. Przeglad Elektrotechniczny, 87(9):234237, ISSN [10] M. Iwanowski. Morphological classication of binary image pixels. Machine Graphics and Vision, 18(2):155173, [11] M. Iwanowski and A. Huk. Satellite image pansharpening by chrominance propagation combined with kernel interpolation. Machine Graphics and Vision, ISSN (proc. of Proc. of Int. Conf. on Computer Vision and Graphics ICCVG 06, Warsaw, Poland, Sept , 2006). [12] P. Vogt, K. Riitters, M. Iwanowski, C. Estreguil, J. Kozak, and P. Soille. Mapping landscape corridors. Ecological Indicators, 7(2):481488, [13] F. Ilnicki and M. Iwanowski. Analysis of the DNA microarray hybridization images using morphological image processing. Przeglad Elektrotechniczny, 81(3):5457, ISSN [14] M. Iwanowski. Automatic car number plates detection using morphological image processing. Przeglad Elektrotechniczny, 81(3):5861, ISSN [15] M. Iwanowski. An application of mathematical morphology to ltering and feature extraction for pattern recognition. Przeglad Elektrotechniczny, 80(4):305310, ISSN [16] M. Iwanowski. Image morphing based on morphological interpolation combined with linear ltering. International Journal of WSCG, 1(10):233239, ISSN (Proc.of The 10-th Int. Conf. in Central Europe on Comp. Graphics, Visualization and Comp. Vision '2002, Pilzen, Czech Republic; Univ.of West Bohemia). [17] M. Iwanowski. The metamorphosis of 3d binary objects using morphological interpolation. Machine Graphics and Vision, 10(4):537550, ISSN [18] M. Iwanowski. Fault detection using mathematical morphology and clustering. Machine Graphics and Vision, 9(1/2):215220, ISSN (Proc.of GKPO 2000 Conf., May 15-19, 2000 Podlesice, Poland). Chapters in monographies [1] Marcin Iwanowski. Image Contrast Enhancement Based on Laplacian-of-Gaussian Filter Combined with Morphological Reconstruction. Springer International Publishing, [2] Grzegorz Kurzejamski and Marcin Iwanowski. Saliency-Based Optimization for the Histogram of Oriented Gradients- Based Detection Methods, pages Springer International Publishing, Cham, [3] Arkadiusz Cacko and Marcin Iwanowski. Raster Maps Search Using Text Queries and Reasoning, pages Springer International Publishing, Cham, [4] Marcin Iwanowski. Morphological Processing of Gaussian Residuals for Edge-Preserving Smoothing, volume Mathematical Morphology and Its Applications to Signal and Image Processing of Lecture Notes in Computer Science, pages Springer,

7 [5] A. Cacko, M. Iwanowski, G. Sarwas, and M. Swiercz. Corner detection based on directional gradients - comparative study. In R.S. Choras, editor, Image Processing and Communications Challenges 7, volume 389 of Advances in Intelligent Systems and Computing, pages Springer International Publishing, [6] M. Iwanowski, A. Cacko, and G. Sarwas. Comparing images for document plagiarism detection. In J. L. Chmielewski, A. Datta, R. Kozera, and K. Wojciechowski, editors, Computer Vision and Graphics: International Conference, ICCVG 2016, Warsaw, Poland, September 19-21, 2016, Proceedings, volume 9972 of Lecture Notes in Computer Science, pages Springer International Publishing, [7] M. Swiercz, M. Iwanowski, G. Sarwas, and A. Cacko. Combining multiple nearest-neighbor searches for multiscale feature point matching. In R.S. Choras, editor, Image Processing and Communications Challenges 7, volume 389 of Advances in Intelligent Systems and Computing, pages Springer International Publishing, [8] A. Cacko and M. Iwanowski. Evaluating the mutual position of objects on the visual scene using morphological processing and reasoning. In R. S. Choras, editor, Image Processing & Communications Challenges 6, volume 313 of Advances in Intelligent Systems and Computing, pages Springer International Publishing, [9] B. Zielinski, M. Iwanowski, B. Salski, and S. Reszewicz. Detection of defects in carbon-ber composites using computer-vision-based processing of microwave maps. In R. S. Choras, editor, Image Processing & Communications Challenges 6, volume 313 of Advances in Intelligent Systems and Computing, pages Springer International Publishing, [10] M. Iwanowski, B. Zielinski, G. Sarwas, and S. Stygar. Identication of products on shop-racks by morphological preprocessing and feature-based detection. In L.J. Chmielewski, R. Kozera, B.-S. Shin, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 8671 of Lecture Notes in Computer Science, pages Springer International Publishing, [11] B. Zielinski and M. Iwanowski. Heuristic optimization algorithms for a tree-based image dissimilarity measure. volume 226 of Advances in Intelligent Systems and Computing, pages Springer International Publishing, [12] B. Zielinski and M. Iwanowski. Binary image comparison with use of tree-based approach. In R.S. Choras, editor, Image Processing and Communications Challenges 4, volume 184 of Advances in Intelligent Systems and Computing, pages Springer Berlin Heidelberg, [13] A. Korzynska and M. Iwanowski. Artical images for evaluation of segmentation results: Bright eld images of living cells. In E. Pietka and J. Kawa, editors, Information Technologies in Biomedicine, volume 7339 of Lecture Notes in Computer Science, pages Springer Berlin Heidelberg, [14] B. Zielinski and M. Iwanowski. Comparing image objects using tree-based approach. In L. Bolc, R. Tadeusiewicz, L. Chmielewski, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 7594 of Lecture Notes in Computer Science, pages Springer Berlin / Heidelberg, / [15] M. Swiercz and M. Iwanowski. On directionality in morphological feature extraction. In L. Bolc, R. Tadeusiewicz, L. Chmielewski, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 7594 of Lecture Notes in Computer Science, pages Springer Berlin / Heidelberg, / [16] M. Iwanowski and M. Swiercz. Pattern recognition using morphological class distribution functions and classication trees. In P. Soille and G.K. Ouzounis, editors, LNCS, volume 6671, pages Springer, [17] M. Swiercz and M. Iwanowski. Waterball - iterative watershed algorithm with reduced oversegmentation. In R. Burduk, M. Kurzynski, M. Wozniak, and A. Zolnierek, editors, Computer Recognition Systems 4, volume 95 of Advances in Intelligent and Soft Computing, pages Springer Berlin / Heidelberg, [18] B. Zielinski and M. Iwanowski. Morphology-based method for reconstruction of invisible road parts on remote sensing imagery and digitized maps. In R. Burduk, M. Kurzynski, M. Wozniak, and A. Zolnierek, editors, Computer Recognition Systems 4, volume 95 of Advances in Intelligent and Soft Computing, pages Springer Berlin / Heidelberg, [19] W. Czajewski and M. Iwanowski. Vision-based vehicle speed measurement method. In L. Bolc, R. Tadeusiewicz, L. Chmielewski, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 6374 of Lecture Notes in Computer Science, pages Springer Berlin / Heidelberg,

8 [20] M. Iwanowski and A. Korzynska. Segmentation of moving cells in bright eld and epi-uorescent microscopic image sequences. In L. Bolc, R. Tadeusiewicz, L. Chmielewski, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 6374 of Lecture Notes in Computer Science, pages Springer Berlin / Heidelberg, [21] M. Swiercz and M. Iwanowski. Fast, parallel watershed algorithm based on path tracing. In L. Bolc, R. Tadeusiewicz, L. Chmielewski, and K. Wojciechowski, editors, Computer Vision and Graphics, volume 6375 of Lecture Notes in Computer Science, pages Springer Berlin / Heidelberg, [22] M. Iwanowski. Automatic extraction of graph-like structures from binary images. In L. Bolc, J.L. Kulikowski, and K. Wojciechowski, editors, Computer Vision and Graphics International Conference, Warsaw, Poland, November 2008, Proceedings, volume LNCS 5337 of Lecture Notes on Computer Science, pages Springer Verlag, [23] M. Iwanowski and A. Korzynska. Detection of the area covered by neural stem cells in cultures using textural segmentation and morphological watershed. In M. Kurzynski and M. Wozniak, editors, Computer Recognition Systems 3, volume 57 of Advances in Soft Computing, pages Springer Verlag, [24] A. Korzynska and M. Iwanowski. Detection of mitotic cell fraction in stem cells in cultures. In E Pietka and J Kawa, editors, Advances in Soft Computing - Information Technologies in Biomedicine, volume 47 of Advances in Soft Computing, pages Springer Verlag, Proc.of ITIB'08 June 16-18, 2008 Kamien Slaski, Poland,. [25] M Iwanowski. Binary shape characterization using morphological boundary class distribution functions. In M. Kurzynski, E Puchala, M Wozniak, and A Zolnierek, editors, Advances in Soft Computing - Computer Recognition Systems 2, volume 45 of Advances in Soft Computing, pages Springer Verlag, [26] M. Iwanowski and P. Soille. Fast algorithm for order independent binary homotopic thinning. In B. Beliczynski, A. Dzielinski, M. Iwanowski, and B. Ribeiro, editors, Adaptive and Natural Computing Algorithms, volume LNCS 4433 of Lecture Notes on Computer Science, pages Springer-Verlag, ISBN (Proc.of 8th Int. Conf., ICANNGA 07, Apr.11-14, 2007, Warsaw, Poland); DOI: / _68. [27] M. Iwanowski and P. Soille. Order independence in binary 2d homotopic thinning. In A. Kuba, L.G. Nyul, and K. Palagyi, editors, Discrete Geometry for Computer Imagery, volume LNCS 4245 of Lecture Notes on Computer Science, pages Springer-Verlag, ISBN (Proc.of 13th Int. Conf., DGCI 2006, Oct , 2006, Szeged, Hungary); DOI: / _50. [28] M. Iwanowski. Morphological normalized binary object methamorphosis. In K. Wojciechowski, B. Smolka, H. Palus, R.S. Kozera, W. Skarbek, and L. Noakes, editors, Computer Vision and Graphics, volume 32 of Computational Imaging and Vision, pages Springer-Verlag, ISBN (Proc.of Int.Conf.on Computer Vision and Graphics ICCVG 04, Warsaw, Poland, Sept , 2004); DOI: / _90. [29] M. Iwanowski and P. Soille. A queue based algorithm for order independent anchored skeletonisation. In A. Gagalowicz and W. Philips, editors, Computer Analysis of Images and Patterns, volume LNCS 3691 of Lecture Notes on Computer Science, pages Springer-Verlag, ISBN (Proc.of 11th Int. Conf., CAIP 2005, Sept. 5 8, 2005, Versailles, France); DOI: / _65. [30] M. Iwanowski and P. Soille. Morphological renement of an image segmentation. In A. Gagalowicz and W. Philips, editors, Computer Analysis of Images and Patterns, volume LNCS 3691 of Lecture Notes on Computer Science, pages Springer-Verlag, ISBN (Proc.of 11th Int. Conf., CAIP 2005, Sept. 5 8, 2005, Versailles, France); DOI: / _66. [31] M. Iwanowski. Generalized morphological mosaic interpolation and its application to computer-aided animations. In W. Skarbek, editor, Computer Analysis of Images and Patterns, number LNCS 2124 in Lecture Notes on Computer Science, pages Springer-Verlag, (Proc.of 9th Int. Conf., CAIP 2001, Sept. 5 7, 2001, Warsaw, Poland); DOI: / _60. [32] S. Skoneczny and M. Iwanowski. On restoration of degraded cinematic sequences by means of digital image processing. In W. Skarbek, editor, Computer Analysis of Images and Patterns, volume LNCS 2124 of Lecture Notes on Computer Science, pages Springer-Verlag, (Proc.of 9th Int. Conf., CAIP 2001, Sept. 5 7, 2001, Warsaw, Poland); DOI: / _51. 8

9 [33] M. Iwanowski and J. Serra. The morphological-ane object deformation. In J. Goutsias, L. Vincent, and D.S. Bloomberg, editors, Mathematical Morphology and its Applications to Signal and Image Processing, pages Kluwer Academic Publishers, DOI: / X_10. [34] M. Iwanowski, S. Skoneczny, and J. Szostakowski. Image features extraction using mathematical morphology. In G. Ritter, editor, Selected SPIE Papers on CD-ROM series, Mathematical Imaging and Vision., volume 8. SPIE, CD-ROM edition; DOI: / Conference proceedings publications [1] J.P. Becar, J.C. Canonne, E. Cartignies, M. Fratu, A. Fratu, M. Iwanowski, and W. Czajewski. Theree examples of learning by examples. In Proc. of 9th International Technology, Education and Development Conference (INTED 2015), pages , [2] M Iwanowski and A. Korzynska. Metody wododzialowe w segmentacji mikroskopowych obrazow komorek. In Materialy VI Sympozjum Naukowego - Techniki Przetwarzania Obrazu; Serock , pages IMIO PW, [3] M. Iwanowski. Graytone image metamorphosis using 3d interpolation function. In Proc. of Int. Conf. on Computer Vision Theory and Applications VISAPP 2009, Lisbon, Portugal, volume 2, pages 59. INSTICC, February [4] A. Korzynska, M. Iwanowski, U. Neuman, E. Dobrowolska, and P. Hoser. Comparison of the methods of microscopic image segmentation. In proc. of "Medical physics and biomedical engineering" World Congress 2009, Sept. 7-12, Munich/Germany, pages , ISBN [5] S. Sobolewski, A. Korzynska, and M. Iwanowski. Segmentation of digital microscope images of white blood cells using morphological image processing. In J. Jozefczyk and D. Orski, editors, Proc. of 14th International Congress of Cybernetics and Systems of WOSC, Wroclaw, Poland, 9-12 Sept.'08, pages WOSC, Sept. ' Wroclaw, Poland, September 9-12, [6] M. Iwanowski. Morphological boundary pixel classication. In Proc. of IEEE EUROCON Conference, DOI: /EUROCON [7] M. Iwanowski. Zastosowanie morfologii matematycznej do wykrywania obszarow o zadanych cechach na obrazach cyfrowych. In Materialy V Sympozjum Naukowego - Techniki Przetwarzania Obrazu; Serock , pages IMIO PW, Serock, Poland, ISBN [8] M. Iwanowski. Universal morphological interpolator. In Proc.of International Conference on Image Processing ICIP 05; Sept , 2005, pages II , Genova, Italy, IEEE, IEEE Signal Processing Society. ISBN: ; DOI: /ICIP [9] M. Iwanowski. Detection of heat-emission sources using satellite imagery and morphological image processing. In Proc.of International Conference on Power Electronics and Intelligent Control for Energy Conservation PELINCEC; October 16-19, 2005, Warsaw, Poland, Inst. of Control and Industrial Electronics. [10] H. Schaeben, M. Apel, T. Frank, M. Iwanowski, and F. Zaeerer. 3-dimensional fabric reconstruction from 2- dimensional orientation. In P. Van Houtte and L. Kerstens, editors, Textures of Materials ICOTOM 14 (Proc. of the 14th International Conference on Textures of Materials; July 11th-15th; 2005), volume of Materials Science Forum, pages , Leuven, Belgium, Trans Tech Publications Inc. ISBN [11] M. Iwanowski. Zastosowanie morfologii matematycznej do przemyslowego przetwarzania obrazow. In Automatic Image Processing in Production Process second Polish-German seminar, March 2003, pages Wroclaw University of Technology, Wroclaw, Poland, ISBN X. [12] N.M. Sirakov, M. Iwanowski, D.R. Hack, and M.L. Feves. Morphological approach to volume calculation of complex 3d geological objects. In F.A. Camisani-Calzorali, editor, Proc. of 31-st Int. Symposium on Application of Computers and Operations Research in the Minerals Industries (APCOM 2003), May 2003, pages , Cape Town, South Africa, South African Institute of Mining and Metalurgy, Johannesburg. ISBN [13] M. Iwanowski. Morphological binary interpolation with convex mask. In Proc.of International Conference on Computer Vision and Graphics; Sept , 2002, pages , Zakopane, Poland, ISBN

10 [14] S. Skoneczny, M. Iwanowski, and J. Szostakowski. Degraded cinematic sequence restoration. In Proc.of International Symposium on Nonlinear Theory and its Applications (NOLTA) Sept , pages , Dresden, Germany, [15] M. Iwanowski and J. Serra. Morphological interpolation and color images. In Proceedings of 10th International Conference on International Conference of Image Processing ICIAP'99; Sept , 1999, pages 5055, Venice, Italy, IEEE. DOI: /ICIAP [16] M. Iwanowski. Morphological interpolation. In Prace seminarium: Przetwarzanie i rozpoznawanie obrazow oraz ich sekwencji r.ak.98/99; ISEP PW. ISEP PW, [17] M. Iwanowski, J. Szostakowski, and S. Skoneczny. Application of advanced morphological lters into image segmentation. In Proc.of IEEE Workshop on Nonlinear Signal and Image Processing ; September 8-10, 1997, Mackinac Island, Michigan USA, [18] M. Iwanowski, J. Szostakowski, and S. Skoneczny. Image features extraction using mathematical morphology. In Proc. of: SPIE Int. Symposium on Optical Science, Engineering and Instrumentation Applications of Digital Processing XX (SPIE Proc 3164), SPIE's 1997 Annual Meeting 21 July - 1 Aug 1997, volume 3164, pages , San Diego, CA,(USA), SPIE. DOI: / [19] M. Iwanowski, J. Szostakowski, and S. Skoneczny. Image segmentation by advanced morphological ltering and clustering. In K.J.Kurzydlowski L.Wojnar, K.Rozniatowski, editor, Proceedings of International Conference on The Quantitive Description of Materials Microstructure; April 16-19, 1997, pages , Warsaw, Poland, ISBN [20] J. Szostakowski, S. Skoneczny, and M. Iwanowski. Neural model-based motion estimation. In Proc. of: Int. Symposium on Optical Science, Engineering and Instrumentation Advanced Signal Processing: Algorithms, Architectures and Implementations VII (SPIE Proc 3162), SPIE's 1997 Annual Meeting 21 July - 1 Aug 1997, volume 3162, pages , San Diego, CA,(USA), SPIE. DOI: / [21] S. Skoneczny, J. Szostakowski, and M. Iwanowski. Fast neural network-based image segmentation. In Proc. of: Int. Symposium on Optical Science, Engineering and Instrumentation Statistical and Stochastic Methods in Image Processsing II (SPIE Proc 3167), SPIE's 1997 Annual Meeting 21 July - 1 Aug 1997, volume 3167, pages , San Diego, CA,(USA), SPIE. DOI: / [22] J. Szostakowski, S. Skoneczny, and M. Iwanowski. Neural approach to algebraic image restoration. In K.J.Kurzydlowski L.Wojnar, K.Rozniatowski, editor, Proceedings of International Conference on The Quantitive Description of Materials Microstructure; April 16-19, 1997, pages , Warsaw, Poland, ISBN