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Signal Recovery Techniques for Image and Video Compression and Transmission

Aggelos Katsaggelos, Nick Galatsanos
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      Signal Recovery Techniques for Image and Video Compression and Transmission establishes a bridge between the fields of signal recovery and image and video compression. Traditionally these fields have developed separately because the problems they examined were regarded as very different, and the techniques used appear unrelated. Recently, though, there is growing consent among the research community that the two fields are quite closely related. Indeed, in both fields the objective is to reconstruct the best possible signal from limited information. The field of signal recovery, which is relatively mature, has long been associated with a wealth of powerful mathematical techniques such as Bayesian estimation and the theory of projects onto convex sets (to name just two). This book illustrates for the first time in a complete volume how these techniques can be brought to bear on the very important problems of image and video compression and transmission. Signal Recovery Techniques for Image and Video Compression and Transmission, which is written by leading practitioners in both fields, is one of the first references that addresses this approach and serves as an excellent information source for both researchers and practicing engineers.
      Format: CONTRIBUTORS: Aggelos Katsaggelos, Nick Galatsanos EAN: 9780792382980 COUNTRY: Netherlands PAGES: WEIGHT: 1390 g HEIGHT: 234 cm
      PUBLISHED BY: Springer DATE PUBLISHED: 1998-10-31 CITY: GENRE: COMPUTERS / Software Development & Engineering / Computer Graphics, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Electronics / General WIDTH: 156 cm SPINE:

      Book Themes:

      Electrical engineering, Electronics engineering, Computer vision, Digital signal processing (DSP)

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      Signal Recovery Techniques for Image and Video Compression and Transmission establishes a bridge between the fields of signal recovery and image and video compression. Traditionally these fields have developed separately because the problems they examined were regarded as very different, and the techniques used appear unrelated. Recently, though, there is growing consent among the research community that the two fields are quite closely related. Indeed, in both fields the objective is to reconstruct the best possible signal from limited information. The field of signal recovery, which is relatively mature, has long been associated with a wealth of powerful mathematical techniques such as Bayesian estimation and the theory of projects onto convex sets (to name just two). This book illustrates for the first time in a complete volume how these techniques can be brought to bear on the very important problems of image and video compression and transmission. Signal Recovery Techniques for Image and Video Compression and Transmission, which is written by leading practitioners in both fields, is one of the first references that addresses this approach and serves as an excellent information source for both researchers and practicing engineers.
      Format: CONTRIBUTORS: Aggelos Katsaggelos, Nick Galatsanos EAN: 9780792382980 COUNTRY: Netherlands PAGES: WEIGHT: 1390 g HEIGHT: 234 cm
      PUBLISHED BY: Springer DATE PUBLISHED: 1998-10-31 CITY: GENRE: COMPUTERS / Software Development & Engineering / Computer Graphics, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Electronics / General WIDTH: 156 cm SPINE:

      Book Themes:

      Electrical engineering, Electronics engineering, Computer vision, Digital signal processing (DSP)

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