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Detection and sorting of microplastics in marine environment by new imaging tools

Conference Paper
Publication Date:
2018
abstract:
Digital holographic microscopy (DHM) has proved to be a powerful imaging tool for identifying, analysing and reconstructing the 3D shape of cells and small organisms in their natural environment. In fact, DHM has the advantage, compared to other imaging techniques, to be a non-intrusive, non-destructive and label-free method for in situ measurements. This makes holography the most suitable tool for underwater imaging, where many of the species under investigation are very fragile and can be damaged. In particular, we built up an optofluidic platform based on DHM able to perform such analysis in microfluidic environment, i.e. in dynamic conditions and also in case of a turbid medium. In this work, we take advantage of this technique to identify, sort and reconstruct the morphology of different classes of microplastics (e.g. PVC, PET, PP, etc.) dispersed in water, which are among the major pollutants in the ocean, and to provide an effective assessment of their abundance. By adopting special algorithms for numerical processing of the acquired images, we try to separate the plastics from other materials, such as organic debris (shell fragments, animals parts, diatoms, etc.) and other items (metal paint coatings, tar, glass, etc.).
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
Digital holography; Detection; Micro-plastics; Machine learning; artificial intelligence; environmental monitoring; Imaging sensors
List of contributors:
Bianco, Vittorio; Ferraro, Pietro; Paturzo, Melania; Miccio, Lisa; Merola, Francesco; Memmolo, Pasquale
Authors of the University:
BIANCO VITTORIO
FERRARO PIETRO
MEMMOLO PASQUALE
MEROLA FRANCESCO
MICCIO LISA
PATURZO MELANIA
Handle:
https://iris.cnr.it/handle/20.500.14243/353569
Published in:
PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING
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http://www.scopus.com/record/display.url?eid=2-s2.0-85058405235&origin=inward
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