Image Relighting

15 papers with code • 1 benchmarks • 2 datasets

Image relighting involves changing the illumination settings of an image.

Libraries

Use these libraries to find Image Relighting models and implementations

Most implemented papers

Scale-recurrent Network for Deep Image Deblurring

jiangsutx/SRN-Deblur CVPR 2018

In single image deblurring, the "coarse-to-fine" scheme, i. e. gradually restoring the sharp image on different resolutions in a pyramid, is very successful in both traditional optimization-based methods and recent neural-network-based approaches.

NTIRE 2021 Depth Guided Image Relighting Challenge

majedelhelou/VIDIT 27 Apr 2021

In this paper, we review the NTIRE 2021 depth guided image relighting challenge.

VIDIT: Virtual Image Dataset for Illumination Transfer

majedelhelou/VIDIT 11 May 2020

Deep image relighting is gaining more interest lately, as it allows photo enhancement through illumination-specific retouching without human effort.

AIM 2020: Scene Relighting and Illumination Estimation Challenge

majedelhelou/VIDIT 27 Sep 2020

The first track considered one-to-one relighting; the objective was to relight an input photo of a scene with a different color temperature and illuminant orientation (i. e., light source position).

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

proteus1991/GridDehazeNet ICCV 2019

The proposed hazing method does not rely on the atmosphere scattering model, and we provide an explanation as to why it is not necessarily beneficial to take advantage of the dimension reduction offered by the atmosphere scattering model for image dehazing, even if only the dehazing results on synthetic images are concerned.

Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme

martin-ev/2DSceneRelighting 3 Jun 2020

The image relighting task of transferring illumination conditions between two images offers an interesting and difficult challenge with potential applications in photography, cinematography and computer graphics.

2D Image Relighting with Image-to-Image Translation

Paul92/cp_2020 14 Jun 2020

This problem is not a trivial one and can become even more complicated if we want to change the direction of the light source from any direction to a specific one.

Deep Relighting Networks for Image Light Source Manipulation

WangLiwen1994/DeepRelight 19 Aug 2020

Manipulating the light source of given images is an interesting task and useful in various applications, including photography and cinematography.

Relighting Images in the Wild with a Self-Supervised Siamese Auto-Encoder

yangliuav/Relighting-Based-Siamese-Auto-Encoder 11 Dec 2020

We propose a self-supervised method for image relighting of single view images in the wild.

Multi-scale Self-calibrated Network for Image Light Source Transfer

mdswyz/MCN-light-source-transfer 18 Apr 2021

However, many problems for scene reconversion and shadow estimation tasks, including uncalibrated feature information and poor semantic information, are still unresolved, thereby resulting in insufficient feature representation.