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By Dimitris Maroulis and Costas Vassilakis
Tziola publications, 2015
ISBN 978-960-418-457-6
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CURRICULUM VITAE


 

Name: Michalis Savelonas

Email : msaveldi.uoa.gr

Homepage: http://rtsimage.di.uoa.gr/savelonas/HOME.HTML

 

Education

2008 Doctor of Philosophy (Ph.D., honours), Two Dimensional Signal Analysis Methods and Applications in Medicine, Department of Informatics and Telecommunications, University of Athens, Greece.
2000 Master of Science (M.Sc., honours), Electronic Automation (2 year diploma), Department of Informatics and Telecommunications, University of Athens, Greece.
1998 Bachelor of Science (B.Sc.), Physics, Department of Physics, University of Athens, Greece.

 

Journals

  1. M.A. Savelonas, I. Pratikakis, K. Sfikas, “Fisher Encoding of Differential Fast Point Feature Histograms for Partial 3D Object Retrieval,” Accepted for publication in Pattern Recognition, Elsevier Science, 2016.
  2. P. Kulkarni, E. Burton, M. Savelonas, R. Padmanabhan, Y. Lu, K. Trett, W. Shain, L. Leasure, B. Roysam, “Quantitative 3-D Analysis of GFAP Labeled Astrocytes from Fluorescence Confocal Images,” Accepted in Journal of Neuroscience Methods, 2015.
  3. M. Savelonas, I. Pratikakis, K. Sfikas, "An Overview of Partial 3D Object Retrieval Methodologies," Accepted in Multimedia Tools and Applications, Springer, 2014.
  4. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Self-parameterized Active Contours based on Regional Edge Structure for Medical Image Segmentation", SpringerPlus, vol. 3, no. 1, pp. 1-9, Springer, 2014. [pdf]
  5. K. Sfikas, I. Pratikakis, A. Koutsoudis, M. Savelonas, T. Theoharis, "Partial Matching of 3D Cultural Heritage Objects using Panoramic Views," Multimedia Tools and Applications, In Press, Springer, 2014.
  6. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Automated Adjustment of Region Based Active Contour Parameters Using Local Image Geometry,"€ IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2757-2770, 2014. [pdf]
  7. S. Chountasis, M.A. Savelonas, "Image Reconstruction from an Efficient Number of Moment-Based Projections," International Journal of Computer Mathematics, accepted for publication, Taylor and Francis, 2012.
  8. D.K. Iakovidis, S. Tsevas, M.A. Savelonas, G. Papamichalis, "Image Analysis Framework for Infection Monitoring," accepted in IEEE Transactions on Biomedical Engineering, 2012.
  9. M.A. Savelonas, E.A. Mylona, D. Maroulis, "Unsupervised 2D Gel Electrophoresis Image Segmentation based on Active Contours," Pattern Recognition, vol. 45, pp. 720-731, 2012. [pdf]
  10. I. Legakis, M.A. Savelonas, D. Maroulis, D.K. Iakovidis, "Computer-Based Nodule Malignancy Risk Assessment in Thyroid Ultrasound Images", International Journal of Computers and Applications, vol. 33, no. 1, pp. 29-35, 2011. [pdf]
  11. E.A. Mylona, M.A. Savelonas, D. Maroulis, S. Kossida, "A Computer-Based Technique for Automated Spot Detection in Proteomics Images," IEEE Transactions on Information Technology in Biomedicine, vol. 15, no. 4, pp. 661-667, 2011. [pdf]
  12. M.A. Savelonas, S. Chountasis, "Noise-Resistant Watermarking in the Fractional Fourier Domain Utilizing Moment-Based Image Representation", Signal Processing, accepted for publication, 2010.
  13. D.K. Iakovidis, M.A. Savelonas, G. Papamichalis, "Robust Model-Based Detection of the Lung Field Boundaries in Portable Chest Radiographs Supported by Selective Thresholding", Measurement in Science and Technology, Special Issue on Imaging Systems and Techniques, Vol. 20, no. 10, 2009.
  14. M.A. Savelonas, D. Maroulis, M. Sangriotis, "A Computer-Aided System for Malignancy Risk Assessment of Nodules in Thyroid US Images based on Boundary Features", Computer Methods and Programs in Biomedicine, Vol. 96, no. 7, pp. 25-32, 2009. [pdf]
  15. M.A. Savelonas, D.K. Iakovidis, D. Maroulis, "LBP-guided Active Contours", Pattern Recognition Letters, vol. 29, no. 9, pp. 1405-1415, Elsevier Science, www.sciencedirect.com, 2008. [pdf]
  16. M.A. Savelonas, D.K. Iakovidis, I. Legakis, D. Maroulis, "Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images", IEEE Transactions on Information Technology in Biomedicine, Vol. 13, No. 4, pp. 519-527, 2009. [pdf]
  17. D.E. Maroulis, M.A. Savelonas, D.K. Iakovidis, S.A. Karkanis, N. Dimitropoulos, "Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images", IEEE Transactions on Information Technology in Biomedicine, Vol. 11, no. 5, pp. 537-543, 2007. [pdf]
  18. D. Iakovidis, M. Savelonas, S. Karkanis, D. Maroulis, "A Genetically Optimized Level Set Approach to Segmentation of Thyroid Ulrtrasound Images", Applied Intelligence, Springer-Verlag, vol. 27, no. 3, pp. 193-203, 2007. [pdf]

Book Chapters

  1. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Towards Self-Parameterized Active Contours for Medical Image Segmentation with Emphasis on Abdomen," A.S. El-Baz et al. (eds.). Abdomen and Thoracic Imaging: An Engineering & Clinical Perspective, Springer Science + Business Media, New York, 2014. [pdf]
  2. D. Bariamis, M. Savelonas, D. Maroulis, "Machine Learning-Based DNA Microarray Image Gridding", Microarray Image and Data Analysis: Theory and Practice, CRC Press, ISBN 9781466586826, 2013. (invited)
  3. M.A. Savelonas, D.K. Iakovidis, D. Maroulis, "Bimodal Texture Segmentation with the Lee-Seo Model", Lecture Notes in Computer Science, Vol. 4633, pp. 246-253, 2007. [pdf]
  4. D.K. Iakovidis, M.A. Savelonas, D. Maroulis, "Adaptive Vision System for Segmentation of Echographic Medical Images based on a Modified Mumford-Shah Functional", Lecture Notes in Computer Science, Vol. 4678, pp. 565-574, 2007. [pdf]
  5. M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, "An Active Contour Model Guided by LBP Distributions", Lecture Notes in Computer Science, Vol. 4179, pp. 197-207, 2006. [pdf]

International Conferences

  1. M. Savelonas, I. Pratikakis, K. Sfikas, “Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors,” in Proc. Eurographics, Workshop on 3D Object Retrieval (3DOR), Zurich, Switzerland, 2015, pp. 23-30.
  2. L. Tsochatzidis, K. Zagoris, M. Savelonas, N. Papamarkos, I. Pratikakis, N. Arikidis, L. Costaridou, "Microcalcification Oriented Content-based Mammogram Retrieval for Breast Cancer Diagnosis," accepted in Proc. IEEE International International Conference on Imaging Systems and Techniques (IST), Santorini, Greece, 2014.
  3. L. Tsochatzidis, K. Zagoris, M. Savelonas, I. Pratikakis, “SVM-based CBIR of Breast Masses on Mammograms,” accepted in Proc. European Conference on Artificial Intelligence (ECAI), Workshop on Artificial Intelligence and Assistive Medicine, Prague, Czech Republic, 2014.
  4. M. Savelonas, I. Pratikakis, K. Sfikas, “Fisher Encoding of Adaptive Fast Persistent Feature Histograms for Partial Retrieval of 3D Pottery Objects,” accepted in Proc. Eurographics, Workshop on 3D Object Retrieval (3DOR), Strasbourg, France, 2014.
  5. E.A. Mylona, M.A. Savelonas, E. Zacharia, C. Pattichis, D. Maroulis, "Unsupervised Level Set Parameterization Using Multi-Scale Filtering," in Proc. IEEE International Conference on Digital Signal Processing (DSP), Santorini, Greece, 2013. [pdf]
  6. E.A. Mylona, M.A. Savelonas, D. Maroulis, A.N. Skodras, "Autopilot Spatially-Adaptive Active Contour Parameterization for Medical Image Segmentation," in Proc. IEEE International Symbosium on Computer-Based Medical Systems (CBMS), Porto, Portugal, 2013, pp. 268-272. [pdf]
  7. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Self-Adjusted Active Contours Using Multi-Directional Texture Cues," in Proc. IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, 2013. [pdf]
  8. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Automated parameterization of active contours: A brief survey", 2013 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Athens, Greece, 2013. [pdf]
  9. Y. Xu, M. Savelonas, P. Qiu, K. Trett, W. Shain, B. Roysam, “Unsupervised Inference of Arbor Morphology Progression for Microglia from Confocal Microscope Images,” in Proc. IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, accepted for publication, San Francisco, CA, USA, 2013.
  10. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Entropy-Based Spatially-Varying Adjustment of Active Contour Parameters," in Proc. IEEE International Conference on Image Processing (ICIP), Orlando, FL, USA, 2012. [pdf]
  11. M. Savelonas, E. Mylona, D. Maroulis, "An Automatically Initialized Level-Set Approach for the Segmentation of Proteomics Images," in Proc. IEEE International Workshop on Biomedical Engineering, Kos, Greece, 2011. [pdf]
  12. E.A. Mylona, M.A. Savelonas, D. Maroulis, M. Aivaliotis, "2D-GE Image Segmentation based on Level-Sets," in Proc. IEEE International Conference on Image Processing (ICIP), Brussesls, Belgium, 2011. [pdf]
  13. E. Mylona, M. Savelonas, D. Maroulis, "A Two-Stage Active Contour-based Scheme for Spot Detection in Proteomics Images," in Proc. IEEE International Conference on Information Technology Applications in Biomedicine (ITAB), Corfu, Greece, 2010. [pdf]
  14. E. Mylona, M. Savelonas, D. Maroulis, "Protein Spot Detection in 2D-GE Images using Morphological Operators," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Perth, Australia, 2010. [pdf]
  15. M. Savelonas, E. Mylona, D. Maroulis, "A Level Set Approach for Proteomics Image Analysis," in Proc. European Signal Processing Conference (EUSIPCO), pp. 1229-1233, Aalborg, Denmark, August 23-27, 2010. [pdf]
  16. M.A. Savelonas, D.K. Iakovidis, "Shielding Active Shape Models against Weak Lung Field Boundaries for Segmentation of Chest Radiographs", accepted in Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Workshop on Pulmonary Image Analysis, London, UK, 2009.
  17. D.K. Iakovidis, M. Savelonas, "Active Shape Model Aided by Selective Thresholding for Lung Field Segmentation in Chest Radiographs", accepted in Proc. IEEE International Conference on Information Technology Applications in Biomedicine (ITAB), Larnaca, Cyprus, 2009.
  18. M.A. Savelonas, D. Maroulis, E. Mylona, "Segmentation of Two-Dimensional Gel Electrophoresis Images containing Overlapping Spots", in Proc. IEEE International Conference on Information Technology Applications in Biomedicine (ITAB), Larnaca, Cyprus, 2009. [pdf]
  19. M.A. Savelonas, D.K. Iakovidis, N. Dimitropoulos, D. Maroulis, "Computational Characterization of Thyroid Tissue in the Radon Domain", Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), pp. 189-192, Maribor, Slovenia, 2007. [pdf]
  20. M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, "An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation", in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Vol. 2, pp. 279-282, Hong-Kong, China, 2006. [pdf]
  21. D.K. Iakovidis, M.A. Savelonas, S.A. Karkanis, D.E. Maroulis, "Segmentation of Medical Images with Regional Inhomogeneities", in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Hong Kong, Vol. 3, pp. 976-979, Hong-Kong, China, 2006. [pdf]
  22. D.E. Maroulis, M. Savelonas, S.A. Karkanis, D.K. Iakovidis, and N. Dimitropoulos, "Computer-Aided Thyroid Nodule Detection in Ultrasound Images", in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), pp. 271-276, Dublin, Ireland, 2005. [pdf]
  23. M. Savelonas, D. Maroulis, D. Iakovidis, S. Karkanis, and N. Dimitropoulos, "A Variable Background Active Contour Model for Automatic Detection of Thyroid Nodules in Ultrasound Images", in Proc. IEEE International Conference on Image Processing (ICIP), Vol. 1, pp. 17-20, Genova, Italy, 2005. [pdf]

Greek Conferences

  1. E. Mylona, M. Savelonas, D. Maroulis, "Computer-based Methodology for Protein Spot Detection and its Contribution to Health Services", 14th Panhellenic Conference of the Greek Physicists Union, Kamena Vourla, Greece, 2012. [pdf]
  2. M. Savelonas, D. Maroulis, D. Iakovidis, N. Dimitropoulos, "Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors", 2008 Panhellenic Conference on Informatics, pp.157-160, 2008. [pdf]
  3. I. Legakis, D. Maroulis, M.A. Savelonas, "Computer-Aided Detection and Diagnosis of Thyroid Nodules in US Images", in Proc. of Naxos Medical Conference, Greece, 2006. [pdf]
  4. M.A. Savelonas, D.E. Maroulis, D.K. Iakovidis, S.A. Karkanis, "Image Segmentation Using Local Binary Pattern and Active Contour Model without Edges", 12th Panhellenic Conference of the GreekPhysicists'' Union, Larisa, Apr. 2006. [pdf]
  5. M.A. Savelonas, D. Maroulis, D.K. Iakovidis, "Thyroid US Image Processing and Nodule Detection", in Proc of Panhellenic Conference of Greek and Cypriot Physicicts'' Union, Nicosia, Cyprus, 2005. [pdf]
  6. M.A. Savelonas, D.E. Maroulis, D.K. Iakovidis, S.A. Karkanis, "A Novel Deformable Model for Medical US Image Segmentation", Proc. Panhellenic Conference on Informatics (PCI), pp. 469-474, Volos, Greece, 2005. [pdf]

 
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