Blind estimation of mixed noise parameters in images using robust regression curve fitting

Victoria Zabrodina; Sergey Abramov; Vladimir Lukin; Jaakko Astola; Benoit Vozel; Kacem Chehdi

Blind estimation of mixed noise parameters in images using robust regression curve fitting

Victoria Zabrodina^*
, Sergey Abramov
, Vladimir Lukin
, Jaakko Astola
, Benoit Vozel
, Kacem Chehdi

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

14 Citations (Scopus)

Abstract

Methods for blind estimation of signal dependent noise parameters from scatter-plots by polynomial regression are considered. Some new modifications as well as known ones are discussed and their performance is compared for test images with simulated signal dependent noise. Recommendations on method application and parameter setting are given.

Original language	English
Title of host publication	European Signal Processing Conference
Pages	1135-1139
Number of pages	5
Publication status	Published - 2011
Publication type	A4 Article in conference proceedings

ASJC Scopus subject areas

Signal Processing
Electrical and Electronic Engineering

Cite this

@inproceedings{6b56bc19c7194c54b50650df430f99ee,

title = "Blind estimation of mixed noise parameters in images using robust regression curve fitting",

abstract = "Methods for blind estimation of signal dependent noise parameters from scatter-plots by polynomial regression are considered. Some new modifications as well as known ones are discussed and their performance is compared for test images with simulated signal dependent noise. Recommendations on method application and parameter setting are given.",

author = "Victoria Zabrodina and Sergey Abramov and Vladimir Lukin and Jaakko Astola and Benoit Vozel and Kacem Chehdi",

year = "2011",

language = "English",

pages = "1135--1139",

booktitle = "European Signal Processing Conference",

}

TY - GEN

T1 - Blind estimation of mixed noise parameters in images using robust regression curve fitting

AU - Zabrodina, Victoria

AU - Abramov, Sergey

AU - Lukin, Vladimir

AU - Astola, Jaakko

AU - Vozel, Benoit

AU - Chehdi, Kacem

PY - 2011

Y1 - 2011

N2 - Methods for blind estimation of signal dependent noise parameters from scatter-plots by polynomial regression are considered. Some new modifications as well as known ones are discussed and their performance is compared for test images with simulated signal dependent noise. Recommendations on method application and parameter setting are given.

AB - Methods for blind estimation of signal dependent noise parameters from scatter-plots by polynomial regression are considered. Some new modifications as well as known ones are discussed and their performance is compared for test images with simulated signal dependent noise. Recommendations on method application and parameter setting are given.

UR - https://www.scopus.com/pages/publications/84863770803

M3 - Conference contribution

AN - SCOPUS:84863770803

SP - 1135

EP - 1139

BT - European Signal Processing Conference

ER -

Blind estimation of mixed noise parameters in images using robust regression curve fitting

Abstract

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this