EPJ Web of Conferences (Jan 2023)

Feature and texture distillation via neural network training

  • Perry Altai,
  • Weng Xiaojing,
  • Feng Ji,
  • Vuong Luat T.

DOI
https://doi.org/10.1051/epjconf/202328713015
Journal volume & issue
Vol. 287
p. 13015

Abstract

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Encoded-diffraction hybrid systems—optical encoding and simple electronic decoding—offers feature distillation via model training. Additionally, the most faithfully reconstructed images are not the ones that are best classified. We parametrize our results with singular value decomposition (SVD) entropy, a proxy for image complexity.