SIGNAL & IMAGE PROCESSING EXPERTISE
 Machine Learning, AI/ML, Deep Learning
 Machine Vision
 Feature recognition, edge detection, segmentation, thresholding
 High accuracy interpolation, contrast enhancement, histogram equalization, morphological processing
 3D modeling, combining multiple modalities for 3D rendering
 Fixed point arithmetic & computation; Filter design
 Monte Carlo simulations, numerical analyses, coordinate transformation
 Linear algebra, eigenanalyses, principle component analyses, leastsquares optimization
 Deconvolution, convolution, linear systems
 Statistics, Stochastic processes, multivariate analyses, CramerRao lower bounds
 Hypothesis testing, AROC computation, detection & estimation theory
 Probability density functions, random phasors, Gaussian statistics
 Fourier domain processing, FFT, Wavelet Transforms
 Timefrequency analyses, filter banks, Doppler processing
 Speckle reduction, correlations, image registration, motion detection
 Statistical optics, partial coherence modeling & imaging, Hopkins equations
 Fourier transform spectroscopy, phase sensitive demodulation and related errors
