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Deep Learning for Automated Detection and Identification of Migrating American Eel <i>Anguilla rostrata</i> from Imaging Sonar Data

Adult American eels (<i>Anguilla rostrata</i>) are vulnerable to hydropower turbine mortality during outmigration from growth habitat in inland waters to the ocean where they spawn. Imaging sonar is a reliable and proven technology for monitoring of fish passage and migration; however, there is no e...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Xiaoqin Zang, Tianzhixi Yin, Zhangshuan Hou, Robert P. Mueller, Zhiqun Daniel Deng, Paul T. Jacobson
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-07-01
Schriftenreihe:Remote Sensing
Schlagworte:
American eel
imaging sonar
image classification
fish identification
deep learning
convolutional neural network
Online-Zugang:https://www.mdpi.com/2072-4292/13/14/2671
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