Rgb guided tof imaging system: a survey of deep learning-based methods

X Qiao, M Poggi, P Deng, H Wei, C Ge… - International Journal of …, 2024 - Springer
Integrating an RGB camera into a ToF imaging system has become a significant technique
for perceiving the real world. The RGB guided ToF imaging system is crucial to several …

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 …

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 …

Flare7k++: Mixing synthetic and real datasets for nighttime flare removal and beyond

Y Dai, C Li, S Zhou, R Feng, Y Luo, CC Loy - arxiv preprint arxiv …, 2023 - arxiv.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 …

Under-display camera image restoration with scattering effect

B Song, X Chen, S Xu, J Zhou - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
The under-display camera (UDC) provides consumers with a full-screen visual experience
without any obstruction due to notches or punched holes. However, the semi-transparent …

A review on the applications of artificial intelligence (AI) in the display industry

E Koh, HD Kim, S Baek, C Lee - IEEE Open Journal on …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) technology is being applied to various industries such as medical
care, security, education, and manufacturing, and its application is rapidly expanding. AI has …

Segmentation guided sparse transformer for under-display camera image restoration

J Xue, T Wang, J Wang, K Zhang, W Luo… - arxiv preprint arxiv …, 2024 - arxiv.org
Under-Display Camera (UDC) is an emerging technology that achieves full-screen display
via hiding the camera under the display panel. However, the current implementation of UDC …

Searching a compact architecture for robust multi-exposure image fusion

Z Liu, J Liu, G Wu, Z Chen, X Fan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, learning-based methods have achieved significant advancements in multi-
exposure image fusion. However, two major stumbling blocks hinder the development …

UDC-SIT: a real-world dataset for under-display cameras

K Ahn, B Ko, HG Lee, C Park… - Advances in Neural …, 2023 - proceedings.neurips.cc
Abstract Under Display Camera (UDC) is a novel imaging system that mounts a digital
camera lens beneath a display panel with the panel covering the camera. However, the …

[HTML][HTML] RCA-GAN: an improved image denoising algorithm based on generative adversarial networks

Y Wang, S Luo, L Ma, M Huang - Electronics, 2023 - mdpi.com
Image denoising, as an essential component of image pre-processing, effectively reduces
noise interference to enhance image quality, a factor of considerable research importance …