Signal & Image Processing

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

  • 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