GitHub topics: color-constancy
howardyclo/CLCC-CVPR21
An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.
Language: Python - Size: 7.13 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 66 - Forks: 10
matteo-rizzo/saliency-faithfulness-eval
A suite of tests to assess attention faithfulness for explainability
Language: Python - Size: 621 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1
mahmoudnafifi/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 - Size: 140 MB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 170 - Forks: 36
sfu-cs-vision-lab/tps
Thin-Plate Spline Illumination Estimation Automatic White Balancing Method
Language: MATLAB - Size: 466 KB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
sfu-cs-vision-lab/retinex-matlab
Retinex in Matlab
Language: MATLAB - Size: 2.3 MB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
mahmoudnafifi/SIIE
Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)
Language: MATLAB - Size: 305 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 35 - Forks: 10
huawei-noah/multi_hyp_cc
[CVPR2020] A Multi-Hypothesis Approach to Color Constancy
Language: Python - Size: 884 KB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 83 - Forks: 16
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 - Size: 103 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 536 - Forks: 69
MarcoBauzz/convolutional-color-constancy
A Convolutional Framework for Color Constancy [IEEE TNNLS 2024]
Language: Python - Size: 329 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
AFLProjects/White-Balance-Automation
C++ Automated white balance using lodepng and some color correction
Language: C++ - Size: 36 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 4
hidiryuzuguzel/cc-cnn
Learning Color Constancy Using Convolutional Neural Networks (ConvNets)
Language: Jupyter Notebook - Size: 6.17 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
simone-255-255-255/Truncated_EdgeBased_CC
Code for "Truncated Edge-based Color Constancy"
Language: MATLAB - Size: 609 KB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
mahmoudnafifi/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 - Size: 66.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 4
mahmoudnafifi/C5
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
Language: Python - Size: 17.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 94 - Forks: 15
Visillect/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 - Size: 2.36 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 5
yanlinqian/Mean-shifted-Gray-Pixel
Matlab Implementation of VISSAP 2019 <<Revisiting Gray Pixel for Statistical Illumination Estimation>>
Language: MATLAB - Size: 23.6 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 6
mahmoudnafifi/WB_sRGB
White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]
Language: MATLAB - Size: 149 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 286 - Forks: 57
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 - Size: 9.92 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 32 - Forks: 16
mahmoudnafifi/mixedillWB
Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.
Language: Python - Size: 70.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 55 - Forks: 9
Zhi-Feng-Zhang/DALCC
Official codes for 'Domain Adversarial Learning for Color Constancy'
Language: Jupyter Notebook - Size: 42.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
mahmoudnafifi/Semantic-Color-Constancy-Using-CNN
Semantic information can help CNNs to get better illuminant estimation -- a proof of concept
Language: MATLAB - Size: 18.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 5
sid7vasa/Deep-Auto-White-Balance
Not a serious implementation of Deep white balance in Tensorflow. Aimed for personal learning.
Language: Python - Size: 38 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
claudio-unipv/quasi-unsupervised-cc
Implementation of the method described in the paper "Quasi-unsupervised color constancy" - CVPR 2019
Language: Python - Size: 17.5 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 8
zyfccc/colour-alignment
Source code and dataset for the paper titled "Colour alignment for relative colour constancy via non-standard references"
Language: Python - Size: 13.4 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
mahmoudnafifi/APAP-bias-correction-for-illumination-estimation-methods
Bias correction method for illuminant estimation -- JOSA 2019
Language: MATLAB - Size: 3.4 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 6
Fred62879/Colorimetric-Antibiotic-Detection-Assay-Analyzer
Image processing program to recognize resulting colors of biological assays
Language: Java - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
