Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第36回ISCIE「確率システム理論と応用」国際シンポジウム(2004年11月, 埼玉鳩山)
Blind Image Restoration Based on the Recursive Prediction Error Method
Toyoshi NogamiMitsuru MatsubaraKen NakamuroSueo Sugimoto
著者情報
ジャーナル フリー

2005 年 2005 巻 p. 26-31

詳細
抄録
We develop a 2-D image restoration and identification algorithm only using the blurred noisy images without any a priori knowledge of original images. A generalized semicausal stchastic image models are identified by applying the ARMA adaptive algorithm combined with the spectral factorization. Finally, we show experimentally the effectiveness of our proposed blind image restoration algorithm by using monochromatic real images.
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© 2005 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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