## Schemes for Bi-Directional Modeling of Discrete Stationary Sources (2005)

by
Jiming Yu, et al.

Citations: | 14 - 9 self |

### BibTeX

@MISC{Yu05schemesfor,

author = {Jiming Yu and et al.},

title = {Schemes for Bi-Directional Modeling of Discrete Stationary Sources },

year = {2005}

}

### OpenURL

### 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.