Associate Professor

Contact InformationOleg Michailovich

Phone: 519-888-4567 x38247
Location: EIT 4127

Biography Summary

Oleg Michailovich is an Associate Professor in the Department of Electrical and Computer Engineering at the University of Waterloo.

His research interests include inverse problems in signal and image processing, approximation theory and its applications, image restoration and tracking in medical imaging, analysis and estimation of dynamic systems, multisensor information fusion, and application of the methods of differential geometry to image processing.

Professor Michailovich has written dozens of conference, journal and informal publications through organizations and conferences such as the Computing Research Repository (CoRR), IEEE, International Conference on Image Analysis and Recognition, and International Symposium on Biomedical Imaging. Additionally, he has a patent for his research in Wavelet depulsing of ultrasound sequences.

Research Interests

  • Signal and image processing
  • Medical image processing
  • Approximation theory and its application
  • Inverse problems and their applications
  • Medical ultrasound and functional MRI
  • Statistical signal processing and estimation
  • Sparse representations and compressive sensing
  • Multiresolution analysis and wavelet theory
  • Vision-based control systems and tracking
  • Geometric image processing
  • Operational Artificial Intelligence

Education

  • 2003, Doctorate, Biomedical Engineering, Technion (Israel Institute of Technology)
  • 2000, Master's, Biomedical Engineering, Technion (Israel Institute of Technology)
  • 1994, Bachelor's, Electrical Engineering, Saratov State University
  • 1994, Master's, Electrical Engineering, Saratov State University

Courses*

  • ECE 206 - Advanced Calculus 2 for Electrical Engineers
    • Taught in 2014
  • ECE 204A - Numerical Methods 1
    • Taught in 2016
  • MATH 213 - Signals, Systems, and Differential Equations
    • Taught in 2016
  • ECE 493 - Special Topics in Electrical and Computer Engineering
    • Taught in 2017
  • ECE 413 - Digital Signal Processing
    • Taught in 2017, 2019
  • ECE 417 - Image Processing
    • Taught in 2015, 2018, 2019
  • ECE 603 - Statistical Signal Processing
    • Taught in 2018
  • ECE 602 - Introduction to Optimization
    • Taught in 2016, 2017, 2018, 2019
* Only courses taught in the past 5 years are displayed.

Selected/Recent Publications

  • Michailovich, Oleg V, Robust extensions to guided image filtering, Electronic Imaging, 2016(15), 2016, 1 - 6
  • Mirzaalian, H and Ning, L and Savadjiev, P and Pasternak, O and Bouix, S and Michailovich, O and Grant, G and Marx, CE and Morey, RA and Flashman, LA and others, Inter-site and inter-scanner diffusion MRI data harmonization, NeuroImage, 135, 2016, 311 - 323
  • Michailovich, Oleg V, Image stitching by means of adaptive normalization, Electronic Imaging, 2016(15), 2016, 1 - 6
  • Ning, Lipeng and Setsompop, Kawin and Michailovich, Oleg and Makris, Nikos and Shenton, Martha E and Westin, Carl-Fredrik and Rathi, Yogesh, A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging, NeuroImage, 125, 2016, 386 - 400
  • Rostami, Mohammad and Michailovich, Oleg V and Wang, Zhou, Surface reconstruction in gradient-field domain using compressed sensing, IEEE Transactions on Image Processing, 24(5), 2015, 1628 - 1638
  • Nazeri, Arash and Chakravarty, M Mallar and Rotenberg, David J and Rajji, Tarek K and Rathi, Yogesh and Michailovich, Oleg V and Voineskos, Aristotle N, Functional consequences of neurite orientation dispersion and density in humans across the adult lifespan, The Journal of Neuroscience, 35(4), 2015, 1753 - 1762
  • Rathi, Y and Pasternak, O and Savadjiev, P and Michailovich, O and Bouix, S and Kubicki, M and Westin, C-F and Makris, N and Shenton, ME, Gray matter alterations in early aging: A diffusion magnetic resonance imaging study, Human brain mapping, 35(8), 2014, 3841 - 3856
  • Zhou, Quan and Michailovich, O and Rathi, Yogesh, Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion, arXiv preprint arXiv:1401.6196, 2014
  • Rathi, Yogesh and Michailovich, O and Laun, F and Setsompop, Kawin and Grant, P Ellen and Westin, C-F, Multi-shell diffusion signal recovery from sparse measurements, Medical image analysis, 18(7), 2014, 1143 - 1156
  • Dolui, Sudipto and Kuurstra, Alan and Patarroyo, Iván C Salgado and Michailovich, Oleg V, A new similarity measure for non-local means filtering of MRI images, Journal of visual communication and image representation, 24(7), 2013, 1040 - 1054