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.
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