Auto color correction of underwater images utilizing depth information

J Zhou, D Zhang, W Ren… - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
The red spectrum is saliently attenuated due to the absorption and scattering properties of
water. The acquired underwater images show severe color cast in underwater scenes. In …

Quasi-unsupervised color constancy

S Bianco, C Cusano - … of the IEEE/CVF Conference on …, 2019 - openaccess.thecvf.com
We present here a method for computational color constancy in which a deep convolutional
neural network is trained to detect achromatic pixels in color images after they have been …

Auto white-balance correction for mixed-illuminant scenes

M Afifi, MA Brubaker, MS Brown - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Auto white balance (AWB) is applied by camera hardware at capture time to remove the
color cast caused by the scene illumination. The vast majority of white-balance algorithms …

N-white balancing: White balancing for multiple illuminants including non-uniform illumination

T Akazawa, Y Kinoshita, S Shiota, H Kiya - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, we propose a novel white balance adjustment for multi-illuminant scenes,
called “N-white balancing,” in which source white points are mapped into a ground truth one …

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 …

Deterministic neural illumination mapping for efficient auto-white balance correction

F Kınlı, D Yılmaz, B Özcan… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Auto-white balance (AWB) correction is a critical operation in image signal processors for
accurate and consistent color correction across various illumination scenarios. This paper …

The cube++ illumination estimation dataset

E Ershov, A Savchik, I Semenkov, N Banić… - IEEE …, 2020 - ieeexplore.ieee.org
Computational color constancy has the important task of reducing the influence of the scene
illumination on the object colors. As such, it is an essential part of the image processing …

[HTML][HTML] CVCC model: learning-based computer vision color constancy with RiR-DSN architecture

HH Choi - Sensors, 2023 - mdpi.com
To achieve computer vision color constancy (CVCC), it is vital but challenging to estimate
scene illumination from a digital image, which distorts the true color of an object. Estimating …

Block-based color constancy: The deviation of salient pixels

O Ulucan, D Ulucan, M Ebner - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
We recently proposed a color constancy method based on the observations that the human
visual system might be" discounting the illuminant" by using space-average color and the …

Modeling the lighting in scenes as style for auto white-balance correction

F Kınlı, D Yılmaz, B Özcan… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Style may refer to different concepts (eg painting style, hairstyle, texture, color, filter, etc.)
depending on how the feature space is formed. In this work, we propose a novel idea of …