Enhancing visibility in nighttime haze images using guided apsf and gradient adaptive convolution

Y **, B Lin, W Yan, Y Yuan, W Ye, RT Tan - Proceedings of the 31st …, 2023 - dl.acm.org
Visibility in hazy nighttime scenes is frequently reduced by multiple factors, including low
light, intense glow, light scattering, and the presence of multicolored light sources. Existing …

Motion deblur by learning residual from events

K Chen, L Yu - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
Conventional cameras face challenges when capturing motion information during the
exposure due to their physical design, rendering the motion deblurring task ill-posed. To this …

Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results

Y Wu, Z Fan, X Chu, JS Ren, X Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
The rising demand for computational photography on mobile devices drives development of
advanced image sensors and algorithms for camera systems. But the lack of opportunities …

MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results

X **, C Guo, X Li, Z Yue, C Li, S Zhou… - Proceedings of the …, 2024 - openaccess.thecvf.com
The increasing demand for computational photography and imaging on mobile platforms
has led to the widespread development and integration of advanced image sensors with …

When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement

J Ren, Z Zhang, S Zhao, J Fan, Z Zhao, Y Zhao… - Neural Networks, 2025 - Elsevier
Low-light image enhancement (LLIE) aims to improve the visibility and illumination of low-
light images. However, real-world low-light images are usually accompanied with flares …

For Overall Nighttime Visibility: Integrate Irregular Glow Removal with Glow-aware Enhancement

W Wu, W Wang, Z Wang, K Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Current low-light image enhancement (LLIE) techniques truly enhance luminance but have
limited exploration on another harmful factor of nighttime visibility, the glow effects with …

A self-prompt based dual-domain network for nighttime flare removal

K Qi, B Wang, Y Liu - Engineering Applications of Artificial Intelligence, 2025 - Elsevier
Existing nighttime flare removal work regards flare as a single degradation factor in spatial
domain. However, flare in complex scenes consists of multiple flare types, and it is difficult to …

Self-prior Guided Spatial and Fourier Transformer for Nighttime Flare Removal

T Ma, Z Kai, X Miao, J Liang, J Peng… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
When capturing scenes with intense light sources, extensive flare artifacts often obscure the
background and degrade image quality. Most flare removal methods directly process the …

SFNet-A Spatial-Frequency Domain Neural Network For Image Lens Flare Removal

F Vasluianu, Z Wu, R Timofte - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
High-intensity light sources in the scene can cause undesired internal reflections between
the multiple optical elements of lenses, resulting in loss of contrast and color change. This …

[HTML][HTML] A Data Generation Method for Image Flare Removal Based on Similarity and Centrosymmetric Effect

Z **, H Feng, Z Xu, Y Chen - Photonics, 2023 - mdpi.com
Image pairs in under-illuminated scenes along with the presence of complex light sources
often result in strong flare artifacts in images, affecting both image quality and the …