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...

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Vydáno v:	2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML) s. 1 - 5
Hlavní autor:	Chen, Shiyue
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 28.03.2025
Témata:	Adaptation models Benchmark testing Computational efficiency Computational modeling deep learning Image denoising Noise Real-time systems Robustness Training Usability
On-line přístup:	Získat plný text
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