Image Relighting

13 papers with code • 1 benchmarks • 1 datasets

Image relighting involves changing the illumination settings of an image.

Datasets


Greatest papers with code

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.

Dimensionality Reduction Image Dehazing +2

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.

Data Augmentation Domain Adaptation +2

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).

Image Relighting

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.

Domain Adaptation Image Relighting

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.

Image Relighting

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.

Image Relighting

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.

Image Relighting Image-to-Image Translation

Physically Inspired Dense Fusion Networks for Relighting

yazdaniamir38/Depth-guided-Image-Relighting 5 May 2021

While our proposed method applies to both one-to-one and any-to-any relighting problems, for each case we introduce problem-specific components that enrich the model performance: 1) For one-to-one relighting we incorporate normal vectors of the surfaces in the scene to adjust gloss and shadows accordingly in the image.

Image Relighting Intrinsic Image Decomposition

S3Net: A Single Stream Structure for Depth Guided Image Relighting

dectrfov/NTIRE-2021-Depth-Guided-Image-Any-to-Any-relighting 3 May 2021

Depth guided any-to-any image relighting aims to generate a relit image from the original image and corresponding depth maps to match the illumination setting of the given guided image and its depth map.

Image Relighting SSIM