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Complexity distortion theory
2003
IEEE Transactions on Information Theory
Complexity distortion theory (CDT) is a mathematical framework providing a unifying perspective on media representation. The key component of this theory is the substitution of the decoder in Shannon's classical communication model with a universal Turing machine. Using this model, the mathematical framework for examining the efficiency of coding schemes is the algorithmic or Kolmogorov complexity. CDT extends this framework to include distortion by defining the complexity distortion function.
doi:10.1109/tit.2002.808135
fatcat:lvwiax43x5as5mjna5vifsd2ny