Hierarchical deep learning framework for automated marine vegetation and fauna analysis using ROV video data

Hierarchical deep learning framework for automated marine vegetation and fauna analysis using ROV video data

The integration of deep learning with Remotely Operated Vehicles (ROVs) has advanced scalable, detailed marine biodiversity monitoring. This study presents the Esefjorden Marine Vegetation Segmentation Dataset (EMVSD) and FjordVision, a framework designed for automated analysis of marine vegetation...

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Bibliographic Details
Main Authors: Bjørn Christian Weinbach, Rajendra Akerkar, Marianne Nilsen, Reza Arghandeh
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Informatics
Subjects:
Esefjorden Marine Vegetation Segmentation Dataset (EMVSD)
Hierarchical Deep Learning Framework
Esefjorden
Norway
Marine biodiversity
Underwater imagery
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954124005089
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