Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset

Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset

Pollen identification is an important task for the botanical certification of honey. It is performed via thorough microscopic examination of the pollen present in honey; a process called melissopalynology. However, manual examination of the images is hard, time-consuming and subject to inter- and in...

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Bibliographic Details
Main Authors: Nikos Tsiknakis, Elisavet Savvidaki, Georgios C. Manikis, Panagiota Gotsiou, Ilektra Remoundou, Kostas Marias, Eleftherios Alissandrakis, Nikolas Vidakis
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Plants
Subjects:
pollen grain
classification
honey certification
melissopalynology
deep learning
transfer learning
Online Access:https://www.mdpi.com/2223-7747/11/7/919

Internet

https://www.mdpi.com/2223-7747/11/7/919

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