Universal-denoiser context-modeling component and...

Image analysis – Image compression or coding

Reexamination Certificate

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C382S275000, C704S009000

Reexamination Certificate

active

07925099

ABSTRACT:
In various embodiments of the present invention, a context-based denoiser is applied to each noisy-image symbol embedded within a context to determine a replacement symbol for the noisy-signal symbol. The context-based denoiser includes a context-modeling component that efficiently generates context classes and symbol-prediction classes, assigns individual contexts to context classes and symbol-prediction classes, collects symbol-occurrence statistics related to the generated context classes and symbol-prediction classes, and, optionally, generates noisy-symbol predictions.

REFERENCES:
patent: 5835034 (1998-11-01), Seroussi et al.
patent: 6021227 (2000-02-01), Sapiro et al.
patent: 7120308 (2006-10-01), Guleryuz
patent: 2005/0289406 (2005-12-01), Weissman et al.
patent: 2006/0047501 (2006-03-01), Seroussi et al.

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