Convolutional neural network application on a new middle Eocene radiolarian dataset

A new radiolarian image database was used to train a Convolutional Neural Network (CNN) for automatic image classification. The focus was on 39 commonly occurring nassellarian species, which are important for biostratigraphy.

Gespeichert in:
Autor*in:

Carlsson, Veronica [verfasserIn]

Danelian, Taniel [verfasserIn]

Tetard, Martin [verfasserIn]

Meunier, Mathias [verfasserIn]

Boulet, Pierre [verfasserIn]

Devienne, Philippe [verfasserIn]

Ventalon, Sandra [verfasserIn]

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2023

Schlagwörter:

Middle Eocene

radiolaria

Convolutional neural network

Image database

Automated identification

Image recognition

Übergeordnetes Werk:

Enthalten in: Marine micropaleontology - New York, NY [u.a.] : Elsevier, 1976, 183

Übergeordnetes Werk:

volume:183

DOI / URN:

10.1016/j.marmicro.2023.102268

Katalog-ID:

ELV062299190

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