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A deconvolution technique using optimal Wiener filtering and regularization

delete1999-01-01
delete58
PRE
AI
E
Edgard Sekko *
G
G. Thomas
A
Abdelhani Boukrouche
DOI:10.1016/S0165-1684(98)00161-3delete
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摘要

摘要

En 中文
This paper describes a modified version of classical regularization techniques. Instead of using regularization in order to reduce the measurement noise effect of cancelling the inverse filter singularities, and to restore the original signal, a prefiltering is performed before the regularization. This prefiltering is obtained by using a Wiener filter based on a particular modelization of the signal to be restored. This new procedure is illustrated by the restoration of the Hubble Space Telescope (HST) images. (C) 1999 Elsevier Science B.V. All rights reserved.
Keyword:
optimal filtering
deconvolution
regularization
image restoration
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期刊

Signal Processing 封面图
Signal Processing
IF:
3.6
论文数:
10.0K
被引数:
1.7W

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