mahmoudnafifi/11K-HandsMATLAB
Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.
(91 stars) (19 forks) (0 indexed issues) (0 open good first issues)
Repositories
mahmoudnafifi repositories
Bias correction method for illuminant estimation -- JOSA 2019
(9 stars) (7 forks) (0 indexed issues) (0 open good first issues)
mahmoudnafifi/C5Python
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
(125 stars) (23 forks) (0 indexed issues) (0 open good first issues)
mahmoudnafifi/CCMNetPython
[ICCV'25] CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
(0 stars) (1 fork) (0 indexed issues) (0 open good first issues)
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
(82 stars) (19 forks) (0 indexed issues) (0 open good first issues)
A camera pipeline that allows accurate post-capture white balance editing (CIC best paper award, 2019)
(38 stars) (8 forks) (0 indexed issues) (0 open good first issues)
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
(615 stars) (74 forks) (0 indexed issues) (0 open good first issues)
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
(583 stars) (70 forks) (0 indexed issues) (0 open good first issues)
Download up to 4K images with specific keyword(s) from Flickr
(1 star) (1 fork) (0 indexed issues) (0 open good first issues)
Pytorch implementation of GridNet
(1 star) (0 forks) (0 indexed issues) (0 open good first issues)
mahmoudnafifi/HistoGANJupyter Notebook
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
(294 stars) (29 forks) (0 indexed issues) (0 open good first issues)
Image Recoloring Based on Object Color Distributions (Eurographics 2019)
(55 stars) (8 forks) (0 indexed issues) (0 open good first issues)
(0 stars) (1 fork) (0 indexed issues) (0 open good first issues)
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.
(33 stars) (4 forks) (0 indexed issues) (0 open good first issues)
Matlab example of Multi-stream-CNN
(5 stars) (2 forks) (0 indexed issues) (0 open good first issues)
Matlab implementation of Poisson image editing
(14 stars) (6 forks) (0 indexed issues) (0 open good first issues)
mahmoudnafifi/SIIEMATLAB
Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)
(39 stars) (11 forks) (0 indexed issues) (0 open good first issues)
Semantic information can help CNNs to get better illuminant estimation -- a proof of concept
(39 stars) (5 forks) (0 indexed issues) (0 open good first issues)
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
(176 stars) (36 forks) (0 indexed issues) (0 open good first issues)
Python version of the WB augmenter (ICCV'19)
(4 stars) (0 forks) (0 indexed issues) (0 open good first issues)