单次曝光的超分辨率压缩成像

A. Stern, Y. Rivenson, B. Javidi
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引用次数: 0

摘要

超分辨率通常是通过多次轻微不同的曝光来实现的。在这里,我们提出了一种只需要一次曝光的超分辨率技术。受压缩感知方法的启发,该方法利用了典型图像中的信息冗余,我们证明了单次曝光是可行的。单镜头超分辨率系统基于众所周知的双随机相位编码设置,其加密目的得到了广泛的研究。研究表明,将双随机相位编码成像与基于压缩感知的重构技术相结合,可以实现衍射成像和几何有限分辨率成像的超分辨。
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Compressive imaging for superresolution from a single exposure
Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.
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