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We provide an overview of learned compressive imaging methods that optimize both the sensing matrix and the reconstruction technique utilizing deep learning tools. We focus on the two types of more practically realizable sensing matrices.

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Learned Design of Compressive Imaging

  • 会议论文

  • 发表日期：

    2026年

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  • Adrian Stern,
  • Vladislav Kravets,
  • Yaron Heiser

摘要

We provide an overview of learned compressive imaging methods that optimize both the sensing matrix and the reconstruction technique utilizing deep learning tools. We focus on the two types of more practically realizable sensing matrices.