LD-Net: An Efficient Lightweight Denoising Model Based on Convolutional Neural Network

The removal of impulse noise is a crucial pre-processing step in image processing systems. In recent years, numerous noise-removal methods have been proposed to improve denoizing performance and reconstruct noise-free images. However, removing high-density impulse noise remains a major challenge. In...

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Bibliographic Details
Main Authors: Trung-Hieu Le, Po-Hsiung Lin, Shih-Chia Huang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9152117/