Iraklis Spiliotis

Diploma in Electrical Engineering, Democritus University of Thrace (DUTH), Hellas (1989).
PhD in Electrical and Computer Engineering, DUTH (2007).
Horizon Ltd., IT and telecom company, Xanthi, Hellas (1996-2003).
Faculty member, Electrical and Computer Engineering Department, DUTH (2004-to date).
Visiting Lecturer, Production and Management Engineering Department , DUTH (2010-12).
Visiting Assistant Professor, Petroleum and Natural Gas Department, Technological Educational Institute of Kavala, Hellas (2010-12).

My research interests include parallel processing, computer vision and machine learning.

Journal papers:

J1. N. Papamarkos, K. Tsirikolias, H. Spiliotis. " A new method for statistical character recognition", AMSE Review, AMSE Press, Vol. 17, No. 3, 1991, pp. 7-14.

J2. N. Papamarkos, I. Spiliotis and A. Zoumadakis, "Character Recognition by signature approximation", Int.J. Pattern Recogn.Artif.Intell., vol. 8, no. 5, pp. 1171-1187, 1994. This paper is included in the book: H. Bunke, P.S.P. Wang and H.S. Baird, Document Image Analysis, World Scientific, 1994.

J3.Ι.Μ. Spiliotis and B.G. Mertzios, "Fast algorithms for basic processing and analysis operations on block representated binary images", Pattern Recognition Letters, Vol. 17, pp. 1437-1450, 1996.

J4.Ι.Μ. Spiliotis and B.G. Mertzios, “A Fast Parallel Skeletonization Algorithm on Block Represented Binary Images”, Elektrik, Vol. 1, No. 1, pp. 161-173, 1997.

J5.Ι.Μ. Spiliotis and B.G. Mertzios, "Real-time computation of two-dimensional moments on binary images using image block representation", IEEE Transactions on Image Processing, Vol. 7, pp. 1609-1615, 1998.

J6. I.M. Spiliotis and Y. Boutalis, "Parameterized real-time moment computation on gray images using block techniques", Journal of Real-Time Image Processing, Vol. 6, No. 2, pp. 81-91, June 2011.

J7. I.M. Spiliotis, M.P. Bekakos, Y.S. Boutalis, "Parallel Implementation of the Image Block Representation using OpenMP", Journal of Parallel and Distributed Computing, Vol. 137, pp. 134-147, 2020. https://doi.org/10.1016 /j.jpdc.2019.11.006

J8. I.M. Spiliotis, N.D. Karampasis, Y.S. Boutalis, “Fast computation of Hahn moments on gray images using block representation,” Journal of Electronic Imaging,Vol. 29, 2020. doi: 10.1117/1.JEI.29.1.013020

J9. N.D. Karampasis, I.M. Spiliotis,, Y.S. Boutalis, "Real-time Computation of Krawtchouk Moments on Gray Images Using Block Representation", SN Computer Science, 2:124, 2021. https://doi.org/10.1007/s42979-021-00536-5

J10. I.M. Spiliotis, C. Sitaridis, M.P. Bekakos, "Parallel Computation of Discrete Orthogonal Moment on Block Represented Images Using OpenMP", International Journal of Parallel Programming, 2021. https://doi.org/10.1007/s10766-021-00713-2.

Conference papers:

C1. I.M. Spiliotis and B.G. Mertzios, "Real-time computation of statistical moments on binary images using block representation", Proceedings of 4th International Workshop on Time-Varying Image Processing and Moving Object Recognition, Florence, Italy, June 10-11, 1993.

C2. I.M. Spiliotis, D.A. Mitzias and B.G.Mertzios, "A skeleton-based hierarchical system for learning and recognition", Proceedings of MTNS 93, International Symposium on the Mathematical Theory of Networks and Systems, Regensburg, Germany, August 2-6, 1993.

C3. R.C. Papademetriou, I.M. Spiliotis and B.G. Mertzios, "Maximum entropy pattern recognition using moment descriptors", Proceedings of 1995 IEEE Singapore International Conference on Signal Processing, Circuits and Systems, pp. 208-214, 3-7 July 1995, Singapore.

C4. B.G. Mertzios, I.M. Spiliotis, R.C. Papademetriou and K. Tsirikolias, "Edge extraction and enhancement with coordinate logic filters using block represented images", Proceedings of the 12th European Conference on Circuit Theory and Design (ECCTD ‘95), pp. 1035-1038, 27-31 August 1995, Constantinople.

C5. I.M. Spiliotis and B.G. Mertzios, "Logic operations on 3-dimensional volumes using block representation", Proceedings of the International Workshop on Stereoscopic and Three Dimensional Imaging (IWS3DI'95), pp. 317-322, 6-8 September 1995, Fera, Santorini, Greece.

C6. I.M. Spiliotis, D. van Ormondt and B.G. Mertzios, "Prior knowledge for improved image estimation from raw MRI data", 2nd International Workshop on Image and Signal Processing: Theory, Methodology, Systems and Applications, Budapest, Hungary, November 8-10, 1995.

C7. I.M. Spiliotis and B.G. Mertzios, "Real-time Computation of 2-D Moments on Block Represented Binary Images on the Scan Line Array Processor", VIII European Signal Processing Conference (EUSIPCO-96), September 10-13, 1996, Trieste, Italy.

C8. I.M. Spiliotis, P. Liatsis, B.G. Mertzios and Y.P. Goulermas, "An neural approach to invariant character recognition", 3rd International Workshop on Signal/Image Processing, November 4-7, 1996, Manchester, UK.

C9. G.J. Marseille, C. van Meijeren, I.M. Spiliotis, D. van Ormondt and B.G. Mertzios, "Bayesian Image Estimation from Sparse Raw MRI Data", Fourth IMA International Conference on Mathematics in Signal Processing, 17-19 December, 1996, Coventry, UK.

C10. Ι.Μ. Spiliotis and B.G. Mertzios, “A Fast Skeleton Algorithm on Block Represented Binary Images”, 13th International Conference on Digital Signal Processing (DSP97), July 2-4, 1997, Santorini, Hellas.

C11. Ι.Μ. Spiliotis and B.G. Mertzios, “Fast Computation of the Radon Transform on Block Represented Binary Images”, Proceedings of 5th International Workshop on Systems, Signals and Image Processing, June 3-5, 1998, Zagreb, Croatia, pp. 164-167.

C12. Ι.Μ. Spiliotis and B.G. Mertzios, “Image Block representation and Its Applications in Manufacturing and Automation”, 2ο Συνέδριο Τεχνολογίας και Αυτοματισμού, 2-3 Οκτωβρίου 1999, Θεσσαλονίκη.

C13. I.M. Spiliotis and Y. Boutalis, "Fast and Real-time moment computation methods of gray images using image block representation", Proceedings of 5th IASTED Intern. Conf. on Signal Proc., Pattern Recogn. and Applications (SPPRA-2008),pp. 323-328, Innsbruck, Austria, Febr. 13-15, 2008.