Making images real again: A comprehensive survey on deep image composition

L Niu, W Cong, L Liu, Y Hong, B Zhang, J Liang… - arxiv preprint arxiv …, 2021 - arxiv.org
As a common image editing operation, image composition aims to combine the foreground
from one image and another background image, resulting in a composite image. However …

Relightable gaussian codec avatars

S Saito, G Schwartz, T Simon, J Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
The fidelity of relighting is bounded by both geometry and appearance representations. For
geometry both mesh and volumetric approaches have difficulty modeling intricate structures …

[PDF][PDF] Total relighting: learning to relight portraits for background replacement.

R Pandey, S Orts-Escolano, C Legendre, C Haene… - ACM Trans …, 2021 - 3dvar.com
Compositing a person into a scene to look like they are really there is a fundamental
technique in visual effects, with many other applications such as smartphone photography …

Holo-relighting: Controllable volumetric portrait relighting from a single image

Y Mei, Y Zeng, H Zhang, Z Shu… - Proceedings of the …, 2024 - openaccess.thecvf.com
At the core of portrait photography is the search for ideal lighting and viewpoint. The process
often requires advanced knowledge in photography and an elaborate studio setup. In this …

Relight my nerf: A dataset for novel view synthesis and relighting of real world objects

M Toschi, R De Matteo, R Spezialetti… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we focus on the problem of rendering novel views from a Neural Radiance
Field (NeRF) under unobserved light conditions. To this end, we introduce a novel dataset …

Learning to relight portrait images via a virtual light stage and synthetic-to-real adaptation

YY Yeh, K Nagano, S Khamis, J Kautz, MY Liu… - ACM Transactions on …, 2022 - dl.acm.org
Given a portrait image of a person and an environment map of the target lighting, portrait
relighting aims to re-illuminate the person in the image as if the person appeared in an …

DiFaReli: Diffusion face relighting

P Ponglertnapakorn, N Tritrong… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a novel approach to single-view face relighting in the wild. Handling non-diffuse
effects, such as global illumination or cast shadows, has long been a challenge in face …

SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting

H Kim, M Jang, W Yoon, J Lee… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce a co-designed approach for human portrait relighting that combines a physics-
guided architecture with a pre-training framework. Drawing on the Cook-Torrance …

Relighting4d: Neural relightable human from videos

Z Chen, Z Liu - European conference on computer vision, 2022 - Springer
Human relighting is a highly desirable yet challenging task. Existing works either require
expensive one-light-at-a-time (OLAT) captured data using light stage or cannot freely …

Real-time 3d-aware portrait video relighting

Z Cai, K Jiang, SY Chen, YK Lai… - Proceedings of the …, 2024 - openaccess.thecvf.com
Synthesizing realistic videos of talking faces under custom lighting conditions and viewing
angles benefits various downstream applications like video conferencing. However most …