Stagewise Processing in Error-Correcting Codes and Image Restoration
Abstract
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 sim(cid:173) ulations show that it has the advantage of being robust against uncertainties in hyperparameter estimation.
Cite
Text
Wong and Nishimori. "Stagewise Processing in Error-Correcting Codes and Image Restoration." Neural Information Processing Systems, 2000.Markdown
[Wong and Nishimori. "Stagewise Processing in Error-Correcting Codes and Image Restoration." Neural Information Processing Systems, 2000.](https://mlanthology.org/neurips/2000/wong2000neurips-stagewise/)BibTeX
@inproceedings{wong2000neurips-stagewise,
title = {{Stagewise Processing in Error-Correcting Codes and Image Restoration}},
author = {Wong, K. Y. Michael and Nishimori, Hidetoshi},
booktitle = {Neural Information Processing Systems},
year = {2000},
pages = {343-349},
url = {https://mlanthology.org/neurips/2000/wong2000neurips-stagewise/}
}