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E C E 738: Advanced Digital Image Processing

  • Catalog Description:
    Deterministic and stochastic spatio-temporal image models, transform domain processing, Markov random fields and anisotropic diffusion; MAP parameter estimation, ill-posed inverse problems, robust statistics and non-linear digital filtering in image processing. Applications to image restoration, motion estimation, (video) image compression (MPEG, JPEG) and tomography.
  • Credits: 3
  • Prerequisites: ECE 331 or equiv, ECE 431 or equiv
  • Official Course Description (pdf)

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