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 …

Nighttime smartphone reflective flare removal using optical center symmetry prior

Y Dai, Y Luo, S Zhou, C Li… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Reflective flare is a phenomenon that occurs when light reflects inside lenses, causing bright
spots or a" ghosting effect" in photos, which can impact their quality. Eliminating reflective …

Improving lens flare removal with general-purpose pipeline and multiple light sources recovery

Y Zhou, D Liang, S Chen, SJ Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
When taking images against strong light sources, the resulting images often contain
heterogeneous flare artifacts. These artifacts can importantly affect image visual quality and …

Ff-former: Swin fourier transformer for nighttime flare removal

D Zhang, J Ouyang, G Liu, X Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
In the process of removing nighttime flare, it is crucial to have a large receptive field due to
the fact that flare can occupy a substantial portion of an image, even potentially the entire …

A semi-supervised nighttime dehazing baseline with spatial-frequency aware and realistic brightness constraint

X Cong, J Gui, J Zhang, J Hou… - Proceedings of the …, 2024 - openaccess.thecvf.com
Existing research based on deep learning has extensively explored the problem of daytime
image dehazing. However few studies have considered the characteristics of nighttime hazy …

Decoupling degradations with recurrent network for video restoration in under-display camera

C Liu, X Wang, Y Fan, S Li, X Qian - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Under-display camera (UDC) systems are the foundation of full-screen display devices in
which the lens mounts under the display. The pixel array of light-emitting diodes used for …

Mfdnet: Multi-frequency deflare network for efficient nighttime flare removal

Y Jiang, X Chen, CM Pun, S Wang, W Feng - The Visual Computer, 2024 - Springer
When light is scattered or reflected accidentally in the lens, flare artifacts may appear in the
captured photographs, affecting the photographs' visual quality. The main challenge in flare …

Moodv2: Masked image modeling for out-of-distribution detection

J Li, P Chen, S Yu, S Liu, J Jia - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Artificial lights commonly leave strong lens flare artifacts on the images captured at night,
degrading both the visual quality and performance of vision algorithms. Existing flare …