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How to beat the Rayleigh Limit?

机译:如何突破瑞利极限?

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摘要

The problem of achieving super-resolution, i.e. resolution beyond the classical Rayleigh distance of half a wavelength, is a real challenge in several imaging problems. The development of computer-assisted instruments and the possibility of inverting the recorded data has clearly modified the traditional concept of resolving power of an instrument. We show that, in the framework of inverse problem theory, the achievable resolution limit arises no longer from a universal rule but instead from a practical limitation due to noise amplification in the data inversion process. We analyze under what circumstances super-resolution can be achieved and we show how to assess the actual resolution limits in a given experiment, as a function of the noise level and of the available a priori knowledge about the object function. We emphasize the importance of the a priori knowledge of its effective support and we show that significant super-resolution can be achieved for "subwavelength sources", i.e. objects which are smaller than the probing wavelength.
机译:在若干成像问题中,实现超分辨率的问题,即超出经典的半个波长的瑞利距离的分辨率是一个真正的挑战。计算机辅助仪器的发展以及反转记录数据的可能性已经明显地改变了仪器分辨率的传统概念。我们证明,在逆问题理论的框架中,可达到的分辨率极限不再是由通用规则引起的,而是由于数据反演过程中的噪声放大而引起的实际限制。我们分析了在什么情况下可以实现超分辨率,并展示了如何根据噪声水平和有关对象功能的先验知识来评估给定实验中的实际分辨率极限。我们强调其有效支持的先验知识的重要性,并且我们表明对于“亚波长源”,即小于探测波长的物体,可以实现显着的超分辨率。

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