Holographic imaging boosts machine learning for accurate micro-plastics recognition in seawater sample

Contributo in Atti di convegno
Data di Pubblicazione:
2020
Abstract:
An effective strategy, that combines Digital Holography with machine learning, for achieving accurate and automatic identification of microplastics in filtered water sample, is proposed, reaching over 99% in classification performance among microplastics and diatoms.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
microplastics; environmental monitoring; water quality; water pollution; digital holography; computational microscopy; machine learning; phase-contrast
Elenco autori:
Autori di Ateneo:
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/401953