Water Classification Using Convolutional Neural Network

Water Classification Using Convolutional Neural Network

The classification of water sources is a challenging task due to the low contrast texture features, the visual similarities between them, and the causes posed by image acquisition with different camera angles and placements. The various image enhancement techniques, i.e., Unsharp Masking (UM), Histo...

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Bibliographic Details
Main Authors: Saira Asghar, Ghulam Gilanie, Mubbashar Saddique, Hafeez Ullah, Heba G. Mohamed, Irshad Ahmed Abbasi, Mohamed Abbas
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Water sources
water source classification
water images
WaterNet (WNet)
image processing
image enhancement techniques
Online Access:https://ieeexplore.ieee.org/document/10190561/
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https://ieeexplore.ieee.org/document/10190561/

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