Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第32回ISCIE「確率システム理論と応用」国際シンポジウム(2000年11月, 鳥取)
Blind Image Restoration Based on Semi-Causal Image Models
Naoyuki FujiyamaNaoki WatanabeSueo Sugimoto
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ジャーナル フリー

2001 年 2001 巻 p. 241-246

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抄録
In this paper, the image identification and restoration algorithm using only observable noisy blurred image based on the so-called semi-causal models is discussed. Our image identification is performed by applying the EM algorithm which is carried out by using the Kalman smoother estimates effectively. Also, we show compensation algorithms due to the approximation of Toeplitz matrices into circulant matrices in our image models.
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© 2001 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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