Mahmoud Afifi's repositories
Deep_White_Balance
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
WB_color_augmenter
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
mixedillWB
Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.
CIE_XYZ_NET
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
Image_recoloring
Image Recoloring Based on Object Color Distributions (Eurographics 2019)
color-aware-style-transfer
Reference code for the paper CAMS: Color-Aware Multi-Style Transfer.
Semantic-Color-Constancy-Using-CNN
Semantic information can help CNNs to get better illuminant estimation -- a proof of concept
ColorTempTuning
A camera pipeline that allows accurate post-capture white balance editing (CIC best paper award, 2019)
modified-Poisson-image-editing
Realistic image blending -- a Matlab implementation of MPB: A modified Poisson blending technique, Computational Visual Media 2015.
Interactive_WB_correction
Reference code for the paper Interactive White Balancing for Camera-Rendered Images Mahmoud Afifi and Michael S. Brown. In Color and Imaging Conference (CIC), 2020.
Poisson-image-editing
Matlab implementation of Poisson image editing
colour_transfer_MKL
Python implementation of colour transfer algorithm based on linear Monge-Kantorovitch solution
APAP-bias-correction-for-illumination-estimation-methods
Bias correction method for illuminant estimation -- JOSA 2019
Multi-stream-CNN
Matlab example of Multi-stream-CNN
dynamic-length-color-palettes
Dynamic length colour palettes
WB_color_augmenter_python
Python version of the WB augmenter (ICCV'19)
FlickrImageDownloader
Download up to 4K images with specific keyword(s) from Flickr