The presence of background is a well-known problem in Single Molecule Localization Microscopy (SMLM). Indeed, the molecules localization precision depends quadratically on the background intensity. Here we try to isolate the single molecules removing the background through a scattering network representation and a Convolution Neural Network (CNN).
Scattering networks: A tool to remove the background
Cuneo L.;Bianchini P.;Diaspro A.
2023-01-01
Abstract
The presence of background is a well-known problem in Single Molecule Localization Microscopy (SMLM). Indeed, the molecules localization precision depends quadratically on the background intensity. Here we try to isolate the single molecules removing the background through a scattering network representation and a Convolution Neural Network (CNN).
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