Stabilized hard thresholding for an unknown noise level
- Авторлар: Shestakov O.V.1,2
-
Мекемелер:
- Faculty of Computational Mathematics and Cybernetics
- Institute of Informatics Problems, Federal Research Center for Computer Science and Control
- Шығарылым: Том 41, № 2 (2017)
- Беттер: 70-75
- Бөлім: Article
- URL: https://journals.rcsi.science/0278-6419/article/view/176179
- DOI: https://doi.org/10.3103/S0278641917020078
- ID: 176179
Дәйексөз келтіру
Аннотация
The effect wa ys of estimating noise variance on the statistical characteristics of the stabilized hard thresholding of signal wavelet coefficients is studied. An unbiased estimator of the mean-square risk is analyzed. It is shown that under certain conditions, the estimator distribution tends to a normal law with variance that depends on the type of noise variance estimate.
Негізгі сөздер
Авторлар туралы
O. Shestakov
Faculty of Computational Mathematics and Cybernetics; Institute of Informatics Problems, Federal Research Center for Computer Science and Control
Хат алмасуға жауапты Автор.
Email: oshestakov@cs.msu.su
Ресей, Moscow, 119991; Moscow, 119333
Қосымша файлдар
