Awesome Color Constancy

Cuarted list of papers and resources for Color Constancy and Illumination Estimation problem

2020

• "Learning to Correct Overexposed and Underexposed Photos" Afifi et al.
• "Modeling Defocus-Disparity in Dual-Pixel Sensors" Punnappurath et al.
• "What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance" Afifi et al.
• "When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images" Afifi et al. (CVPR 2019)
• "Image Recoloring Based on Object Color Distributions" Afifi et al. (EUROGRAPHICS 2019)
• "Sensor-Independent Illumination Estimation for DNN Models" Afifi et al. (BMVC 2019)
• "Color Temperature Tuning: Allowing Accurate Post-Capture White-Balance Editing" Afifi et al.
• "As-Projective-As-Possible Bias Correction for Illumination Estimation Algorithms" Afifi et al.

Papers

2017

• "FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling" Hu et al. (CVPR 2017) [Code]
• "Single and Multiple Illuminant Estimation Using Convolutional Neural Networks" Bianco et al. (TIP 2017)
• "Fast Fourier Color Constancy" Barron et al. (CVPR 2017) [Code] [Suplementary] [Video]
• "Recurrent Color Constancy" Qian et al. (ICCV 2017) [Code]

2016

• "Two Illuminant Estimation and User Correction Prefernece" Cheng et al. (CVPR 2016) [Webpage]
• "Deep Specialized Network for Illuminant Estimation" Shi et al. (ECCV 2016) [Code] [Suplementary] [Webpage]

2015

• "Color Constancy by Deep Learning" Lou et al. (BMVC 2015)
• "Color Constancy using CNNs" Bianco et al. (CVPR 2015)
• "Convolutional Color Constancy" Barron (ICCV 2015) [Suplementary] [Video]
• "Effective Learning-Based Illuminant Estimation Using Simple Features" Cheng at al. (CVPR 2015) [Code] [Suplementary] [Webpage]

2011

• "Computational Color Constancy: Survey and Experiments" (TIP 2011)

Datasets

Books

• Color Constancy Marc Ebner

Thesis

Code

Useful Links

• colorconstancy.com
• https://ipg.fer.hr/ipg/resources/color_constancy