mahmoudnafifi/SIIE

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MATLAB
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Created almost 5 years ago
Updated 11 months ago

mahmoudnafifi/SIIE

mahmoudnafifi

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Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)

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_sRGB

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

HistoGAN

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

Jupyter Notebook

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].

C5

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

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).

11K-Hands

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

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.

Jupyter Notebook

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)

raw2raw

Project page for the paper Semi-Supervised Raw-to-Raw Mapping 2021.

modified-Poisson-image-editing

Realistic image blending -- a Matlab implementation of MPB: A modified Poisson blending technique, Computational Visual Media 2015.

image_relighting

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

seam-carving

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

plot_rg_chromaticity