Learning to hallucinate face in the dark

Y Wang, T Lu, Y Yao, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Face hallucination in low-light environments is an extremely challenging task due to the
significant loss of facial structure and facial texture information. Although cascading image …

AIM 2020: Scene relighting and illumination estimation challenge

M El Helou, R Zhou, S Süsstrunk, R Timofte… - Computer Vision–ECCV …, 2020 - Springer
We review the AIM 2020 challenge on virtual image relighting and illumination estimation.
This paper presents the novel VIDIT dataset used in the challenge and the different …

NTIRE 2021 depth guided image relighting challenge

M El Helou, R Zhou, S Susstrunk… - Proceedings of the …, 2021 - openaccess.thecvf.com
Image relighting is attracting increasing interest due to its various applications. From a
research perspective, image relighting can be exploited to conduct both image …

Designing an illumination-aware network for deep image relighting

ZL Zhu, Z Li, RX Zhang, CL Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lighting is a determining factor in photography that affects the style, expression of emotion,
and even quality of images. Creating or finding satisfying lighting conditions, in reality, is …

Deep neural models for illumination estimation and relighting: A survey

F Einabadi, JY Guillemaut… - Computer Graphics Forum, 2021 - Wiley Online Library
Scene relighting and estimating illumination of a real scene for insertion of virtual objects in
a mixed‐reality scenario are well‐studied challenges in the computer vision and graphics …

Shadow estimation for ultrasound images using auto-encoding structures and synthetic shadows

S Yasutomi, T Arakaki, R Matsuoka, A Sakai… - Applied Sciences, 2021 - mdpi.com
Acoustic shadows are common artifacts in medical ultrasound imaging. The shadows are
caused by objects that reflect ultrasound such as bones, and they are shown as dark areas …

End-to-End Depth-Guided Relighting Using Lightweight Deep Learning-Based Method

S Nathan, P Kansal - Journal of Imaging, 2023 - mdpi.com
Image relighting, which involves modifying the lighting conditions while preserving the visual
content, is fundamental to computer vision. This study introduced a bi-modal lightweight …

Non-Uniform Low-Light Face Image Enhancement Based on Dark Channel Prior and Image Uniform Posterior

BY Zhang, QC Zhang, WY Zhang - IEEE Access, 2024 - ieeexplore.ieee.org
Non-uniform low-light images, characterized by complex lighting conditions, pose a
significant challenge in image restoration and enhancement, particularly under backlit …

Multi-scale self-calibrated network for image light source transfer

Y Wang, T Lu, Y Zhang, Y Wu - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Image light source transfer (LLST), as the most challenging task in the domain of image
relighting, has attracted extensive attention in recent years. In the latest research, LLST is …

Physically inspired dense fusion networks for relighting

A Yazdani, T Guo, V Monga - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Image relighting has emerged as a problem of significant research interest inspired by
augmented reality applications. Physics-based traditional methods, as well as black box …