Hyperspectral Image-Based Identification of Maritime Objects Using Convolutional Neural Networks and Classifier Models

Hyperspectral Image-Based Identification of Maritime Objects Using Convolutional Neural Networks and Classifier Models

The identification of maritime objects is crucial for ensuring navigational safety, enabling effective environmental monitoring, and facilitating efficient maritime search and rescue operations. Given its ability to provide detailed spectral information, hyperspectral imaging has emerged as a powerf...

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Bibliographic Details
Main Authors: Dongmin Seo, Daekyeom Lee, Sekil Park, Sangwoo Oh
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Marine Science and Engineering
Subjects:
hyperspectral imaging
maritime object identification
deep learning
machine learning
convolutional neural networks
classifier models
Online Access:https://www.mdpi.com/2077-1312/13/1/6
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