Deep Convolutional Network Aided by Non-Local Method for Hyperspectral Image Denoising

Deep Convolutional Network Aided by Non-Local Method for Hyperspectral Image Denoising

This paper introduces a new hyperspectral image denoising method called Non-local Convolutional Neural Network Denoiser (NL-CNND). The technique exploits data in four bands adjacent to the target one as additional information for the restoring process, and it uses a pre-denoising step based on BM4D....

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Bibliographic Details
Main Authors: Gabriel A. De Oliveira, Larissa Medeiros De Almeida, Eduardo R. De Lima, Luis Geraldo P. Meloni
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Hyperspectral images
denoising
BM4D
convolutive neural network
NLM
band correlation
Online Access:https://ieeexplore.ieee.org/document/10117598/

Internet

https://ieeexplore.ieee.org/document/10117598/

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