Comparison of neural networks for suppression of multiplicative noise in images

The paper compares several neural network (NN) architectures for suppression of multiplicative noise. The images may contain sharp boundaries and large homogeneous areas. Convolutional and fully connected networks are investigated. It is shown that different architectures require significantly diffe...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	V.A. Pavlov, A.A. Belov, V.T. Nguen, N. Jovanovski, A.S. Ovsyannikova
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Samara National Research University 2024-06-01
Цуврал:	Компьютерная оптика
Нөхцлүүд:	speckle noise radar image sar noise reduction image processing neural network
Онлайн хандалт:	https://www.computeroptics.ru/eng/KO/Annot/KO48-3/480313e.html
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!