Gaussian noise image restoration using local statistics

Gaussian noise image restoration using local statistics

We propose an efficient noise estimation-based method in removing Gaussian noise using local statistics. A proposed detector flexibly classifies the serious and mild noisy pixels prior to applying the strong and weak filters respectively.

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Bibliographische Detailangaben
Hauptverfasser: Nguyen, Tuan-Anh, Hong, Min-Cheol
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Classification
Conferences
Consumption
Detectors
Electronics
Gaussian
Gaussian noise
Information filtering
Noise
Noise measurement
Pixels
PSNR
Statistics
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Beschreibung
Zusammenfassung:We propose an efficient noise estimation-based method in removing Gaussian noise using local statistics. A proposed detector flexibly classifies the serious and mild noisy pixels prior to applying the strong and weak filters respectively.
ISSN:2158-3994
2158-4001
DOI:10.1109/ICCE.2013.6486835