NightCC: Nighttime Color Constancy via Adaptive Channel Masking

S Li, RT Tan - Proceedings of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Nighttime conditions pose a significant challenge to color constancy due to the diversity of
lighting conditions and the presence of substantial low-light noise. Existing color constancy …

Improving color constancy using chromaticity-line prior

Z Zhao, HM Hu, H Zhang, F Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Color constancy is the ability to remove the effect of illumination on color. Since color
constancy is an ill-posed problem, many methods have been proposed based on …

Color Constancy and Color Consistency Using Dynamic Gamut Adjustment

WY Hsu, WH Tsai - IEEE Transactions on Instrumentation and …, 2023 - ieeexplore.ieee.org
A lot of color constancy (CC) approaches have been studied to solve color-shifting
problems. However, these methods do not consider the color gamut distribution of the image …

Deep spatio-temporal illuminant estimation under time-varying AC lights

JS Yoo, KK Lee, CH Lee, JM Seo, JO Kim - IEEE Access, 2022 - ieeexplore.ieee.org
Artificial lights, which are powered by alternating current (AC), are ubiquitous nowadays.
The intensity of these lights fluctuates dynamically depending on the AC power. In contrast …

[HTML][HTML] Biologically inspired image invariance guided illuminant estimation using shallow and deep models

S Gao, L He, Y Li - Expert Systems with Applications, 2024 - Elsevier
Estimating the illuminant from a color-biased image is an ill-posed problem without prior
information or invariance about the surfaces of a scene. Based on the classical image …

WBFlow: Few-shot white balance for sRGB images via reversible neural flows

C Li, X Kang, A Ming - Proceedings of the Thirty-Second International …, 2023 - dl.acm.org
The sRGB white balance methods aim to correct the nonlinear color cast of sRGB images
without accessing raw values. Although existing methods have achieved increasingly better …

Illumination estimation via random vector functional link based on improved arithmetic optimization algorithm

X Liu, Z Zhou - Color Research & Application, 2022 - Wiley Online Library
In order to solve the problem that the existing illumination estimation methods have low
accuracy in image restoration, a random vector functional link illumination estimation …

[HTML][HTML] Which features are more correlated to illuminant estimation: A composite substitute

Y Luo, X Wang, Q Wang - Applied Sciences, 2022 - mdpi.com
Computational color constancy (CCC) is to endow computers or cameras with the capability
to remove the color bias effect caused by different scene illuminations. The first procedure of …

[HTML][HTML] Illuminant estimation using adaptive neuro-fuzzy inference system

Y Luo, X Wang, Q Wang, Y Chen - Applied Sciences, 2021 - mdpi.com
Computational color constancy (CCC) is a fundamental prerequisite for many computer
vision tasks. The key of CCC is to estimate illuminant color so that the image of a scene …

Color Constancy with Small Dataset via Pruning of CNN Filters

S Husseini - 2021 - trepo.tuni.fi
Color constancy is an essential part of the Image Signal Processor (ISP) pipeline, which
removes the color bias of the captured image generated by scene illumination. Recently …