Denosing noisy images with noise

Hao Chen, Pramod K. Varshney, James H. Michels

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

This paper presents a novel application of the phenomenon of noise enhanced systems (PHONES) in image processing. Potential enhancement of image denoising systems via the addition of noise is investigated. Two systems are considered, one where a single noise realization is used and the other where multiple noise realizations are employed to enhance image denoising performance. Image denoising performance is shown to improve when suitable noise is added.

Original languageEnglish (US)
Title of host publicationConference Record of the 41st Asilomar Conference on Signals, Systems and Computers, ACSSC
Pages513-517
Number of pages5
DOIs
StatePublished - Dec 1 2007
Event41st Asilomar Conference on Signals, Systems and Computers, ACSSC - Pacific Grove, CA, United States
Duration: Nov 4 2007Nov 7 2007

Publication series

NameConference Record - Asilomar Conference on Signals, Systems and Computers
ISSN (Print)1058-6393

Other

Other41st Asilomar Conference on Signals, Systems and Computers, ACSSC
CountryUnited States
CityPacific Grove, CA
Period11/4/0711/7/07

ASJC Scopus subject areas

  • Signal Processing
  • Computer Networks and Communications

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  • Cite this

    Chen, H., Varshney, P. K., & Michels, J. H. (2007). Denosing noisy images with noise. In Conference Record of the 41st Asilomar Conference on Signals, Systems and Computers, ACSSC (pp. 513-517). [4487265] (Conference Record - Asilomar Conference on Signals, Systems and Computers). https://doi.org/10.1109/ACSSC.2007.4487265