Schemes for Bi-Directional Modeling of Discrete Stationary Sources (2005)
by
Jiming Yu, et al.
| Citations: | 10 - 8 self |
BibTeX
@MISC{Yu05schemesfor,
author = {Jiming Yu and et al.},
title = {Schemes for Bi-Directional Modeling of Discrete Stationary Sources },
year = {2005}
}
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Abstract
Adaptive models are developed to deal with bi-directional modeling of unknown discrete stationary sources, which can be generally applied to statistical inference problems such as noncausal universal discrete denoising that exploits bi-directional dependencies. Efficient algorithms for constructing those models are developed and implemented. Denoising is a primary focus of the application of those models, and we compare their performance to that of the DUDE algorithm [1] for universal discrete denoising.
