Twofold dynamic attention guided deep network and noise-aware mechanism for image denoising

Twofold dynamic attention guided deep network and noise-aware mechanism for image denoising

Convolutional neural networks are given extensive attention towards noise removal due to their good performance over traditional denoising algorithms. With shallow conventional neural networks, the feature extraction ability is not profound. While employing deeper networks, network performance impro...

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Bibliographic Details
Main Authors: Zihao Chen, Alex Noel Joseph Raj, Vijayarajan Rajangam, Wei Li, Vijayalakshmi G.V. Mahesh, Zhemin Zhuang
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Twofold CNN
Image denoising
Attention mechanism
Feature enhancement
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157823000320

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http://www.sciencedirect.com/science/article/pii/S1319157823000320

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