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R2rnet: Low-light image enhancement via real-low to real-normal network
J Hai, Z Xuan, R Yang, Y Hao, F Zou, F Lin… - Journal of Visual …, 2023 - Elsevier
Images captured in weak illumination conditions could seriously degrade the image quality.
Solving a series of degradation of low-light images can effectively improve the visual quality …
Solving a series of degradation of low-light images can effectively improve the visual quality …
DMT-Net: Deep multiple networks for low-light image enhancement based on retinex model
MT Duong, S Lee, MC Hong - IEEE Access, 2023 - ieeexplore.ieee.org
Images captured under low-light conditions are typically prone to undesirable visual
phenomena, particularly color distortion and additive noise, that impede the aesthetics and …
phenomena, particularly color distortion and additive noise, that impede the aesthetics and …
Brightness perceiving for recursive low-light image enhancement
H Wang, L Peng, Y Sun, Z Wan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the wide dynamic range in real low-light scenes, there will be large differences in the
degree of contrast degradation and detail blurring of captured images, making it difficult for …
degree of contrast degradation and detail blurring of captured images, making it difficult for …
A Review on Computational Low-Light Image Enhancement Models: Challenges, Benchmarks, and Perspectives
P Singh, AK Bhandari - Archives of Computational Methods in …, 2025 - Springer
Pre-processing techniques such as low-light image improvement have a wide variety of
practical uses. Enhancing optical acuity and the caliber of photos taken in low-light are the …
practical uses. Enhancing optical acuity and the caliber of photos taken in low-light are the …
Single image dehazing using extended local dark channel prior
Image dehazing is an important technique aimed at eliminating the haze in the atmosphere
to enhance the image's visual quality. There are many applications where it has been used …
to enhance the image's visual quality. There are many applications where it has been used …
Low-light image enhancement using generative adversarial networks
L Wang, L Zhao, T Zhong, C Wu - Scientific Reports, 2024 - nature.com
In low-light environments, the amount of light captured by the camera sensor is reduced,
resulting in lower image brightness. This makes it difficult to recognize or completely lose …
resulting in lower image brightness. This makes it difficult to recognize or completely lose …
Image enhancement using convolution neural networks
HA Salman, A Kalakech - … Journal of Machine …, 2024 - journals.mesopotamian.press
The research presents a comprehensive exploration of the topic of image enhancement
using convolutional neural networks (CNN). The research goes deeper into the advanced …
using convolutional neural networks (CNN). The research goes deeper into the advanced …
Integrating graph convolution into a deep multi-layer framework for low-light image enhancement
Digital camera sensors may struggle to capture images in low-light environments, resulting
in lower brightness and contrast levels, color degradation, undesirable characteristics, and …
in lower brightness and contrast levels, color degradation, undesirable characteristics, and …
[HTML][HTML] Non-uniform-illumination image enhancement algorithm based on retinex theory
X Ji, S Guo, H Zhang, W Xu - Applied Sciences, 2023 - mdpi.com
To address the issues of fuzzy scene details, reduced definition, and poor visibility in images
captured under non-uniform lighting conditions, this paper presents an algorithm for …
captured under non-uniform lighting conditions, this paper presents an algorithm for …
Low-light image enhancement via adaptive frequency decomposition network
X Liang, X Chen, K Ren, X Miao, Z Chen, Y ** - Scientific Reports, 2023 - nature.com
Images captured in low light conditions suffer from low visibility, blurred details and strong
noise, resulting in unpleasant visual appearance and poor performance of high level visual …
noise, resulting in unpleasant visual appearance and poor performance of high level visual …