Faculty Directory

Ilya Mikhelson

Charles Deering McCormick Distinguished Associate Professor of Instruction

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Departments

Electrical and Computer Engineering

Research Interests

My main focus is teaching and creating new and improved teaching methodologies. For research, my work focuses on creating technologies to make patients' lives easier, such as non-contact vital sign monitoring and non-invasive continuous blood pressure monitoring. I specialize in signal and image processing, machine learning, and circuit and system design.

Selected Publications

1. M. Wang, YH. Lin, I. Mikhelson \Regime-Switching Factor Investing with Hidden Markov Models," Journal of Risk and Financial Management, vol. 13, no. 12, pp. 311, Dec 2020.

2. J. Williams, I. Mikhelson, \Triple frame buffer FPGA implemenation," HardwareX, vol. 5, pp. e00064, Apr 2019.

3. I. V. Mikhelson, P. Lee, A. V. Sahakian, Y. Wu, and A. Katsaggelos, \Auto-

matic, Fast, Online Calibration Between Depth and Color Cameras," Journal of

Visual Communication and Image Representation, vol. 25, no. 1, pp. 218-226,

Jan 2014.

4. I. V. Mikhelson, S. Bakhtiari, T. W. Elmer, II, and A. V. Sahakian, \Re-

mote Sensing of Patterns of Cardiac Activity on an Ambulatory Subject Using

Millimeter-Wave Interferometry and Statistical Methods," Medical and Biologi-

cal Engineering and Computing, vol. 51, no. 1-2, pp. 135-142, Feb 2013.

5. I. V. Mikhelson, P. Lee, S. Bakhtiari, T. W. Elmer, II, A. Katsaggelos, and A.

V. Sahakian, \Non-contact Millimeter-wave Real-time Detection and Tracking of

Heart Rate on an Ambulatory Subject," Information Technology in Biomedicine,

IEEE Transactions on, vol. 16, no. 5, pp. 927-934, Sept 2012.

6. Bakhtiari, S.; Elmer, T.W.; Cox, N.M.; Gopalsami, N.; Raptis, A.C.; Liao, S.;

Mikhelson, I.; Sahakian, A.V.; , \Compact Millimeter-Wave Sensor for Remote

Monitoring of Vital Signs," Instrumentation and Measurement, IEEE Transac-

tions on , vol. 61, no. 3, pp. 830-841, March 2012.

7. I. V. Mikhelson, S. Bakhtiari, T. W. Elmer, II, and A. V. Sahakian, \Remote

sensing of heart rate and patterns of respiration on a stationary subject using

94-ghz millimeter-wave interferometry," Biomedical Engineering, IEEE Transac-

tions on, vol. 58, no. 6, pp. 1671-1677, June 2011.

8. I. V. Mikhelson, S. Bakhtiari, T. Elmer, S. Liao, and A. V. Sahakian, \Re-

mote Sensing of Heart Rate Using Millimeter-Wave Interferometry and Statisti-

cal Interpolation," Proc. SPIE 8719, Smart Biomedical and Physiological Sensor

Technology X, 87190M (May 31, 2013), Baltimore, MD.