Linear and Nonlinear Image Deblurring: A Documented Study

Nonlinear image deblurring procedures based on probabilistic considerations are widely believed to outperform conventional linear methods. This paper is exclusively concerned with nonsmooth images such as those that occur in biomedical imaging, where reconstruction of high frequency detail is of pri...

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Veröffentlicht in:	SIAM journal on numerical analysis 1999, Vol.36 (6), p.1659-1689
1. Verfasser:	Carasso, Alfred S.
Format:	Artikel
Sprache:	eng
Schlagworte:	A priori knowledge Algorithms Applied sciences Artificial intelligence Computer science control theory systems Distribution theory Entropy Exact sciences and technology Experiments High frequencies Image reconstruction Imaging Iterative methods Low noise Mathematical analysis Mathematics Maximum entropy method Noise Numerical analysis Numerical analysis. Scientific computation Partial differential equations Partial differential equations, initial value problems and time-dependant initial-boundary value problems Pattern recognition. Digital image processing. Computational geometry Pixels Probability and statistics Probability theory and stochastic processes Sciences and techniques of general use
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