A denoising framework for 3d and 2d imaging techniques based on photon detection statistics

HIGHLIGHTS

• who: Vineela Chandra Dodda from the DepartmentUniversity AP have published the article: A denoising framework for 3D and 2D imaging techniques based on photon detection statistics, in the Journal: Scientific Reports Scientific Reports
• what: To overcome such limitations, in this paper, for the first time, the authors propose to use a method which does not require a labeled dataset. The authors propose to use U-Net architecture with skip u00adblocks30 to denoise the photon counted 3D integral imaging dataset.
• how: In the experiments the authors used two 3D objects one is a tri . . .
  

   

  

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