Towards Robust Learning based Image Denoising: An Overview

Image denoising is a fundamental yet challenging problem in the field of low-level vision tasks, as it directly affects the quality and usability of images in various applications. Over the years, numerous methods have been proposed to address this issue, with deep-learning based methods achieving p...

Full description

Bibliographic Details

Published in:	2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML) pp. 1 - 5
Main Author:	Chen, Shiyue
Format:	Conference Proceeding
Language:	English
Published:	IEEE 28.03.2025
Subjects:	Adaptation models Benchmark testing Computational efficiency Computational modeling deep learning Image denoising Noise Real-time systems Robustness Training Usability
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!