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• Course Description
  2-D sequences and systems, separable systems, projection slice thm, reconstruction from projections and partial Fourier information, Z transform, different equations, recursive computability, 2D DFT and FFT, 2D FIR filter design; human eye, perception, psychophysical vision properties, photometry and colorimetry, optics and image systems; image enhancement, image restoration, geometrical image modification, morphological image processing, halftoning, edge detection, image compression: scalar quantization, lossless coding, huffman coding, arithmetic coding dictionary techniques, waveform and transform coding DCT, KLT, Hadammard, multiresolution coding pyramid, subband coding, Fractal coding, vector quantization, motion estimation and compensation, standards: JPEG, MPEG, H.xxx, pre- and post-processing, scalable image and video coding, image and video communication over noisy channels.
  　
  Textbooks
  1. Bovik, Handbook of Image and Video Processing, Academic Press 2000,
  2. N. Netravali and Barry G. Haskell, Digital Pictures, Plenum Press, 1988.
  3. W. K. Pratt, Digital Image Processing, John Wiley and Sons, 1992.
  4. M. Tekalp, Digital Video Processing, Prentice Hall, 1995.
  　
  Course Topics
  Image reconstruction from partial information
  Two-dimensional (2-D) Fourier transform and z-transform;
  2-D DFT and FFT, FIR and IIR filter design and implementation.
  Basics of Image Processing techniques and perception;
  Image and video enhancement
  Image and video restoration
  Reconstruction from multiple images
  Image and video analysis: Image Representation and models; image and video classfication and segmentation; edge and boundary detection in images
  Image compression and coding
  Video compression
  Image and Video Communication, storage and retreival
  Image and video rendering and assessment
  Image and video Acquisition
  Applications of image processing: Synthetic Aperture Radar, computed tomography, cardiac image processing, finger print classfication, human face recognition