An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic Data

An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic Data

The illegal exploitation of protected marine environments has consistently threatened the biodiversity and economic development of coastal regions. Extensive monitoring in these– often remote– areas is challenging. Machine learning methods are useful in object detection and cla...

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Bibliographic Details
Main Authors: Lucas C. F. Domingos, Paulo E. Santos, Phillip S. M. Skelton, Russell S. A. Brinkworth, Karl Sammut
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Deep learning
hydrophones
marine environment
ship type
sound
Online Access:https://ieeexplore.ieee.org/document/9940921/

Internet

https://ieeexplore.ieee.org/document/9940921/

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