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Abstract Digital image sensors capture real-world scenes, yet their sampling resolution is limited by pixel physical dimensions—a constraint conventional deep learning-based super-resolution methods rarely overcome. For practical high-resolution imaging, here we show a pixel-segmenting imaging method.
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