Making images real again: A comprehensive survey on deep image composition
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 …
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
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 …
relighting aims to re-illuminate the person in the image as if the person appeared in an …
Pie: Portrait image embedding for semantic control
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 …
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.
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 …
technique in visual effects, with many other applications such as smartphone photography …
Deep single-image portrait relighting
Conventional physically-based methods for relighting portrait images need to solve an
inverse rendering problem, estimating face geometry, reflectance and lighting. However, the …
inverse rendering problem, estimating face geometry, reflectance and lighting. However, the …
Single image portrait relighting
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 …
photograph. Professional photographers will carefully control the lighting in their studio to …
Single image portrait relighting via explicit multiple reflectance channel modeling
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 …
methods do not explicitly consider some challenging lighting effects such as specular and …
On learning 3d face morphable model from in-the-wild images
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 …
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
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 …
images through face swapping, attribute-based editing, and random face parts synthesis …
A survey of optimal transport for computer graphics and computer vision
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 …
theoretical and numerical point of views. Starting from the 50s this theory has also found a …