SIGNAL & IMAGE  PROCESSING EXPERTISE

  • Feature recognition, edge detection, segmentation, thresholding
  • High accuracy interpolation, contrast enhancement, histogram equalization, morphological processing
  • 3-D modeling, combining multiple modalities for 3D rendering
  • Fixed point arithmetic & computation; Filter design
  • Monte Carlo simulations, numerical analyses, coordinate transformation
  • Linear algebra, eigen-analyses, principle component analyses, least-squares optimization
  • Deconvolution, convolution, linear systems
  • Statistics, Stochastic processes, multi-variate analyses, Cramer-Rao lower bounds
  • Hypothesis testing, AROC computation, detection & estimation theory
  • Probability density functions, random phasors, Gaussian statistics
  • Fourier domain processing, FFT, Wavelet Transforms
  • Time-frequency 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