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首页> 外文期刊>Zeitschrift fur Angewandte Mathematik und Mechanik >Super-resolution and the Ill-posedness of out-of-band Extrapolation
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Super-resolution and the Ill-posedness of out-of-band Extrapolation

机译:带外外推的超分辨率和不适性

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摘要

A basic property of optical instruments, such as telescopes and microscopes, is that they have a finite aperture. This implies that the images produced by these instruments are band-limited, i.e. their Fourier transform has a bounded support which is strictly related to the aperture of the instrument and is called the band of the instrument. As a consequence these images are characterized by a resolution distance which is essentially the sampling distance associated with the band of the instrument (Rayleigh distance). A problem which has been investigated for a long time is that of super-resolution, namely the possibility of improving the resolution by extrapolating the images out of the band of the instrument. This problem is ill-posed. The present paper summarizes the main results which have been obtained in the particular case where the object, whose image we wish to extrapolate, has a size of the order of the Rayleigh resolution distance. Such a situation occurs, for example, in the case of the image of a double star when the angular distance between the two stars is of the order of the angular resolution of the telescope.
机译:诸如望远镜和显微镜的光学仪器的基本特性是它们具有有限的孔径。这意味着由这些仪器产生的图像是有频带限制的,即它们的傅立叶变换具有严格的支撑,该支撑严格地与仪器的孔径有关,被称为仪器的频带。结果,这些图像的特征在于分辨率距离,该分辨率距离实质上是与仪器的波段相关联的采样距离(瑞利距离)。长期以来一直在研究的问题是超分辨率,即通过将图像外推到仪器的频带之外来提高分辨率的可能性。这个问题是不恰当的。本文总结了在特定情况下获得的主要结果,在这种情况下,我们希望推断其图像的对象的大小约为瑞利分辨率距离的大小。例如,在双星的图像中,当两颗星之间的角距离约为望远镜的角分辨率时,会发生这种情况。

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