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RELATIONS AND DIFFERENCES BETWEEN CLASSICAL AND MODERN FORMULATIONS IN IMAGE RESTORATION PROBLEMS

机译:图像恢复问题古典与现代配方之间的关系与差异

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In view of formulation, image restoration filters can be divided into two streams. One is formulated as an optimization problem for a image, and the other is for a restoration operator. The latter is proposed to deal with the lack of strictness in formulation that the former may have. However, the former formulation has been used in many studies without verification of its validity. In this paper, we discuss the relations and differences between these two formulations from a mathematical point of view, and verify the validity of some classical restoration filters.
机译:鉴于配方,图像恢复过滤器可以分为两个流。一个被制定为图像的优化问题,另一个用于恢复操作员。后者被提议处理前者可能拥有的制定缺乏严格。然而,前一种配方已在许多研究中使用,而无需验证其有效性。在本文中,我们讨论了从数学角度来看这两个配方之间的关系和差异,并验证了某些经典恢复过滤器的有效性。

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