Obtained M.Sc.(1979) and Ph.D.(1982) in Technical University of Wroclaw,
Poland, Department of Engineering Cybernetics. Ph.D. title is "Pattern
recognition by orthogonal expansions" under the supervision of Professor W. Greblicki.
Currently I am a professor in the Department of Electrical and
Computer Engineering at the University
of Manitoba.
Research Interests
Statistical Signal Analysis :
Analog to digital conversion. Signal recovery from
imperfect data. Signal sampling and quantization in digital
signal processing. Multiresolution, wavelet and non-linear
methods in signal processing. Nonlinear system modeling and
identification. Nonlinear time series modeling.
Communication Engineering :
Quantization effects in noisy channels. Combined source-channel coding.
Stochastic models in communication systems. Inverse methods in
queueing theory (queueing models identification and estimation).
Long-range dependent data models of telecommunication systems.
Pattern Recognition :
Asymptotic theory of classification algorithms, accuracy and
computational complexity. Pattern recognition from missing, distorted
and compressed data. Locally adaptive learning algorithms. Assessing
the performance of pattern recognition algorithms. Invariant
pattern recognition. Stochastic models for object representation
and recognition. Shape recognition. Object invariants. Visual
reconstruction. Interplay between information theory and pattern
recognition.
