Intel-tau: A color constancy dataset

F Laakom, J Raitoharju, J Nikkanen, A Iosifidis… - IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we describe a new large dataset for illumination estimation. This dataset,
called INTEL-TAU, contains 7022 images in total, which makes it the largest available high …

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 …

Deep dichromatic model estimation under AC light sources

JS Yoo, CH Lee, JO Kim - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
The dichromatic reflection model has been popularly exploited for computer vison tasks,
such as color constancy and highlight removal. However, dichromatic model estimation is an …

A benchmark for burst color constancy

Y Qian, J Käpylä, JK Kämäräinen, S Koskinen… - Computer Vision–ECCV …, 2020 - Springer
Abstract Burst Color Constancy (CC) is a recently proposed approach that challenges the
conventional single-frame color constancy. The conventional approach is to use a single …

Deep color constancy using temporal gradient under AC light sources

HA Jeong-Won, YOO JUN-Sang… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
With the invention of electric bulbs, human has been living under various illuminant
environments. Since the alternative current (AC) power is used for supplier of electric bulbs …

Point cloud color constancy

X Xing, Y Qian, S Feng, Y Dong… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we present Point Cloud Color Constancy, in short PCCC, an illumination
chromaticity estimation algorithm exploiting a point cloud. We leverage the depth information …

Thinking Temporal Automatic White Balance: Datasets, Models and Benchmarks

C Li, S Wang, X Kang, A Ming - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Temporal Automatic White Balance (TAWB) corrects the color cast within each frame, while
ensuring consistent illumination across consecutive frames. Unlike conventional AWB, there …

Deep intrinsic image decomposition under colored AC light sources

KK Lee, JW Ha, JS Yoo, JO Kim - Multimedia Tools and Applications, 2024 - Springer
Intrinsic image decomposition assumes that the observed color image can be decomposed
into reflectance and illumination. It is beneficial for understanding the physical world, but a …

Spatio-Spectral Deep Color Constancy With Multi-Band NIR

DK Han, JW Ha, JO Kim - IEEE Access, 2024 - ieeexplore.ieee.org
This paper proposes to utilize deep spatio-spectral features for color constancy, while most
conventional methods focus on only spatial information of RGB images. We propose a novel …