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Scattering networks: A tool to remove the background
L. Cuneo, S. Civita, P. Bianchini, A. Diaspro
143 - 145
10.3254/ENFI230014
Research Article
Proceedings of the International School of Physics "Enrico Fermi"
Volume 210: Multimodal and Nanoscale Optical Microscopy
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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