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 …

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 …

Pie: Portrait image embedding for semantic control

A Tewari, M Elgharib, F Bernard, HP Seidel… - ACM Transactions on …, 2020 - dl.acm.org
Editing of portrait images is a very popular and important research topic with a large variety
of applications. For ease of use, control should be provided via a semantically meaningful …

[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 …

Deep single-image portrait relighting

H Zhou, S Hadap, K Sunkavalli… - Proceedings of the …, 2019 - openaccess.thecvf.com
Conventional physically-based methods for relighting portrait images need to solve an
inverse rendering problem, estimating face geometry, reflectance and lighting. However, the …

Single image portrait relighting

T Sun, JT Barron, YT Tsai, Z Xu, X Yu, G Fyffe… - ACM Transactions on …, 2019 - dl.acm.org
Lighting plays a central role in conveying the essence and depth of the subject in a portrait
photograph. Professional photographers will carefully control the lighting in their studio to …

Single image portrait relighting via explicit multiple reflectance channel modeling

Z Wang, X Yu, M Lu, Q Wang, C Qian, F Xu - ACM Transactions on …, 2020 - dl.acm.org
Portrait relighting aims to render a face image under different lighting conditions. Existing
methods do not explicitly consider some challenging lighting effects such as specular and …

On learning 3d face morphable model from in-the-wild images

L Tran, X Liu - IEEE transactions on pattern analysis and …, 2019 - ieeexplore.ieee.org
As a classic statistical model of 3D facial shape and albedo, 3D Morphable Model (3DMM) is
widely used in facial analysis, eg, model fitting, image synthesis. Conventional 3DMM is …

Rsgan: face swapping and editing using face and hair representation in latent spaces

R Natsume, T Yatagawa, S Morishima - arXiv preprint arXiv:1804.03447, 2018 - arxiv.org
In this paper, we present an integrated system for automatically generating and editing face
images through face swapping, attribute-based editing, and random face parts synthesis …

A survey of optimal transport for computer graphics and computer vision

N Bonneel, J Digne - Computer Graphics Forum, 2023 - Wiley Online Library
Optimal transport is a long‐standing theory that has been studied in depth from both
theoretical and numerical point of views. Starting from the 50s this theory has also found a …