color-constancy topic

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

mahmoudnafifi

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

mahmoudnafifi

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

mahmoudnafifi

An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.

howardyclo

[CVPR2020] A Multi-Hypothesis Approach to Color Constancy

huawei-noah

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

mahmoudnafifi

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169)...

anindox8

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.

mahmoudnafifi

Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.

mahmoudnafifi

Semantic information can help CNNs to get better illuminant estimation -- a proof of concept

mahmoudnafifi