Associate Professor

Contact InformationOleg Michailovich

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

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, Master's, Electrical Engineering, Saratov State University
  • 1994, Bachelor's, Electrical Engineering, Saratov State University

Courses*

  • ECE 204A - Numerical Methods 1
    • Taught in 2016
  • MATH 213 - Signals, Systems, & Diff Equat
    • Taught in 2016
  • ECE 493 - Special Tpcs in Elec &Comp
    • Taught in 2017
  • ECE 602 - Introduction to Optimization
    • Taught in 2016, 2017, 2018, 2019, 2020
  • ECE 603 - Statistical Signal Processing
    • Taught in 2018
  • ECE 413 - Digital Signal Processing
    • Taught in 2017, 2019
  • ECE 417 - Image Processing
    • Taught in 2018, 2019, 2020
* 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

Graduate Studies