Fraunhofer Heinrich Hertz Institute  
      Dr. Detlev Marpe
      Head of Video Coding & Analytics Department
Head of Image & Video Coding Group
     

Lecture "Multidimensional Signal Processing for Pictures and Video", WS 2013/14, TU Berlin
(together with Prof. Dr. Thomas Wiegand)


News: Excursion to TiME Lab at HHI, 11. Feb. 2014, 6 pm. Meeting point: Lobby of HHI main building!

Contents of the lecture

  • Introduction (slides)
  • Human Visual Perception and Image Formation (slides)
  • Pixelwise Operations (slides)
  • Linear Image Processing in the Spatial Domain (slides)
  • Unitary Transforms (slides)
  • Multidimensional System Theory (slides)
  • Image Sampling (slides)
  • Linear and Inverse Filtering (slides)
  • Multiresolution Image Processing (revised slides) and Wavelets (revised slides)
  • Nonlinear Image Processing (slides)
  • Edge Detection and Hough Transform (slides)
  • Image Reconstructions from Projections (slides)
  • Special Lecture: The Emerging High Efficiency Video Coding (HEVC) Standard (slides)
Literature
  • Gonzales, Woods: Digital Image Processing, Prentice Hall International, 2008.
  • Gonzales, Woods, Eddins: Digital Image Processing using MATLAB, Prentice Hall International, 2004.
  • Jähne: Digital Image Processing, Springer Verlag, 2005.
  • Netravali, Haskell: Digital Pictures, Plenum Press, 1991.
  • Ohm: Multimedia Communication Technology, Springer Verlag, 2004.
  • Shapiro, Stockman: Digital Pictures, Prentice Hall, 2001.
  • Pennebaker, Mitchell, JPEG - Still Image Data Compression Standard, Van Nostrand Reinhold, 1993.
  • Wandell, Foundations of Vision, Sinauer Associates, 1995.
Dates
  • Weekly Lecture: Wednesday,10:15-11:45, EN-368
  • First Lecture: 16. Oct. 2013
  • Last Lecture: 12. Feb. 2014
  • Exams: TBA
 
         
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