Stagewise Processing in Error-correcting Codes and Image Restoration

نویسندگان

  • K. Y. Michael Wong
  • Hidetoshi Nishimori
چکیده

We introduce stagewise processing in error-correcting codes and image restoration, by extracting information from the former stage and using it selectively to improve the performance of the latter one. Both mean-field analysis using the cavity method and simulations show that it has the advantage of being robust against uncertainties in hyperparameter estimation.

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تاریخ انتشار 2000