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Illumination-Estimation-1

EMLight: Lighting Estimation via Spherical Distribution Approximation [AAAI 2021] and Sparse Needlets for Lighting Estimation with Spherical Transport Loss [ICCV 2021]

InverseRenderingOfIndoorScene

NeuralRelighting

Illumination_Estimation

InverseRenderNet

InverseRenderNet: Learning single image inverse rendering, CVPR 2019.

DeepLightSep

Gardner2019

reproduce of paper Deep Parametric Indoor Lighting Estimation

StyleLight

[ECCV 2022] StyleLight: HDR Panorama Generation for Lighting Estimation and Editing

EMLight

[AAAI 2021] EMLight: Lighting Estimation via Spherical Distribution Approximation, [TIP] GMLight: Lighting Estimation via Geometric Distribution Approximation

DeepPanoramaLighting

Deep Lighting Environment Map Estimation from Spherical Panoramas (CVPRW20)

lighthouse

code release for CVPR 2020 Paper Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination https://people.eecs.berkeley.edu/~pratul/lighthouse/

Awesome-InverseRendering

List of awesome papers on Intrinsic Decomposition & Inverse Rendering

PhySG

Code for PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Relighting and Material Editing

learning_indoor_lighting

Learning to Estimate Indoor Lighting from 3D Objects. 3DV 2018

dashcam-illumination-estimation

A re-implemented project of "Deep Outdoor Illumination Estimation [Hold-Geoffroy et al. CVPR 2017]"

illuminationSingleImage

MATLAB implementation of our llumination estimation technique from a single image (ICCV'09 and IJCV'12 papers)

frequency-forensics

Deepfake detection using wavelet-packets in PyTorch, European Conference on Machine Learning (ECML PKDD) 2022.

ImageSplicingDetection

Illuminant inconsistencies for image splicing detection in forensics

SSDG-CVPR2020

Single-Side Domain Generalization for Face Anti-Spoofing, CVPR2020

open-aff

code and trained models for "Attentional Feature Fusion"

SpectralGAN

Code accompanying the AAAI 2021 paper "Spectral Distribution Aware Image Generation".

F3Net

Pytorch implementation of F3Net (ECCV 2020 F3Net: Frequency in Face Forgery Network)

cyclegan-day2night

CycleGAN adaptation for day-to-night domain transfer of driving-related scenes.

day2night

Image2Image Translation Research

AutoGAN

stylegan3-detector

CNNDetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

GAN-detector

Fake image detection model that can also classify which GAN was used to generate the fake images

GanDetection

Detecting GAN generated Images using Convolutional Neural Networks

Computer-Generated-image-detection

The source code for the paper entitled "An Evaluation of Deep Learning-based Computer Generated Image Detection Approaches"