color-constancy
There are 15 repositories under color-constancy topic.
- Deep_White_Balance
mahmoudnafifi / 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.
Language:Python 581 - WB_sRGB
White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]
Language:MATLAB 368 - 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].
Language:MATLAB 173 - C5
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
Language:Python 118 Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.
Language:Python 110huawei-noah / multi_hyp_cc
[CVPR2020] A Multi-Hypothesis Approach to Color Constancy
Language:Python 83howardyclo / CLCC-CVPR21
An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.
Language:Python 67Visillect / CubePlusPlus
Cube++ is a novel dataset collected for illumination estimation problem. It has 4890 raw 18-megapixel images, each containing a SpyderCube color target in their scenes, manually labelled categories, and ground truth illumination chromaticities.
Language:Python 53- White-Balance-Automation
AFLProjects / White-Balance-Automation
C++ Automated white balance using lodepng and some color correction
Language:C++ 48 anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification
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) with multi-scale input.
Language:Jupyter Notebook 48claudio-unipv / quasi-unsupervised-cc
Implementation of the method described in the paper "Quasi-unsupervised color constancy" - CVPR 2019
Language:Python 39- Semantic-Color-Constancy-Using-CNN
Semantic information can help CNNs to get better illuminant estimation -- a proof of concept
Language:MATLAB 37 - SIIE
Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)
Language:MATLAB 36 - 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.
Language:MATLAB 29 yanlinqian / Mean-shifted-Gray-Pixel
Matlab Implementation of VISSAP 2019 <<Revisiting Gray Pixel for Statistical Illumination Estimation>>
Language:MATLAB 16- APAP-bias-correction-for-illumination-estimation-methods
Bias correction method for illuminant estimation -- JOSA 2019
Language:MATLAB 9 matteo-rizzo / saliency-faithfulness-eval
A suite of tests to assess attention faithfulness for explainability
Language:Python 8zyfccc / colour-alignment
Source code and dataset for the paper titled "Colour alignment for relative colour constancy via non-standard references"
Language:Python 5simone-255-255-255 / Truncated_EdgeBased_CC
Code for "Truncated Edge-based Color Constancy"
Language:MATLAB 4Zhi-Feng-Zhang / DALCC
Official codes for 'Domain Adversarial Learning for Color Constancy'
Language:Jupyter Notebook 4MarcoBauzz / convolutional-color-constancy
A Convolutional Framework for Color Constancy [IEEE TNNLS 2024]
Language:Python 3Najmeh-sam / Image-Processing-via-Matlab
A new method for image enhancement in Matlab
Language:MATLAB 2hidiryuzuguzel / cc-cnn
Learning Color Constancy Using Convolutional Neural Networks (ConvNets)
Language:Jupyter Notebook 1sfu-cs-vision-lab / tps
Thin-Plate Spline Illumination Estimation Automatic White Balancing Method
Language:MATLAB 1Fred62879 / Colorimetric-Antibiotic-Detection-Assay-Analyzer
Image processing program to recognize resulting colors of biological assays
Language:Java 0Retinex in Matlab
Language:MATLAB 0sid7vasa / Deep-Auto-White-Balance
Not a serious implementation of Deep white balance in Tensorflow. Aimed for personal learning.
Language:Python 0