Color constancy and color term knowledge are positively related during early childhood.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of experimental child psychology"
DOI: 10.1016/j.jecp.2020.104825
Abstract: The ability to keep perception constant despite environmental changes of illumination, viewing angle, or distance is a key feature of perception. Here, we investigated how "perceptual constancy" relates to language learning by investigating the relationship… read more here.
Keywords: color constancy; constancy; color term; color ... See more keywords
Deep Learning-Based Computational Color Constancy With Convoluted Mixture of Deep Experts (CMoDE) Fusion Technique
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3030912
Abstract: In the human and computer vision, color constancy is the ability to perceive the true color of objects in spite of changing illumination conditions. Color constancy is remarkably benefitting human and computer vision issues such… read more here.
Keywords: cmode fusion; fusion technique; color constancy; color ... See more keywords
Spatio-Spectral Deep Color Constancy With Multi-Band NIR
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3434574
Abstract: 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 color constancy method that exploits multi-band near-infrared (NIR).… read more here.
Keywords: rgb; color constancy; band nir; multi band ... See more keywords
COCOA: Combining Color Constancy Algorithms for Images and Videos
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Imaging"
DOI: 10.1109/tci.2022.3203889
Abstract: We present an efficient combination strategy for color constancy algorithms. We define a compact neural network architecture to process and combine the illuminant estimations of individual algorithms, that may be based on different assumptions over… read more here.
Keywords: color; cocoa combining; constancy algorithms; color constancy ... See more keywords
Accelerated Self-Supervised Multi-Illumination Color Constancy With Hybrid Knowledge Distillation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2025.3583090
Abstract: Color constancy, the human visual system’s ability to perceive consistent colors under varying illumination conditions, is crucial for accurate color perception. Recently, deep learning algorithms have been introduced into this task and have achieved remarkable… read more here.
Keywords: color constancy; knowledge distillation; multi illumination; illumination ... See more keywords
Deep neural models for color classification and color constancy
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Vision"
DOI: 10.1167/jov.22.4.17
Abstract: Abstract Color constancy is our ability to perceive constant colors across varying illuminations. Here, we trained deep neural networks to be color constant and evaluated their performance with varying cues. Inputs to the networks consisted… read more here.
Keywords: color; deep neural; color constancy; constancy ... See more keywords
Robust categorical color constancy along daylight locus in red-green color deficiency.
Sign Up to like & getrecommendations! Published in 2022 at "Optics express"
DOI: 10.1364/oe.456459
Abstract: Categorical color constancy in normal trichromats has been found to be very robust in real scenes. In this study, we investigated categorical color constancy in red-green dichromats and anomalous trichromats. Eight dichromats (two protanopes and… read more here.
Keywords: color; color constancy; anomalous trichromats; red green ... See more keywords
Fast image visibility enhancement based on active polarization and color constancy for operation in turbid water.
Sign Up to like & getrecommendations! Published in 2023 at "Optics express"
DOI: 10.1364/oe.483711
Abstract: Vehicles operating in a water medium sometimes encounter harsh conditions with high turbidity and low scene illumination, making it challenging to obtain reliable target information through optical devices. Although many post-processing solutions were proposed, they… read more here.
Keywords: color; water; color constancy; visibility ... See more keywords
Color constancy in single-exposure imaging and multi-exposure HDR imaging.
Sign Up to like & getrecommendations! Published in 2025 at "Optics express"
DOI: 10.1364/oe.562552
Abstract: When photographing, we strive to reproduce the scene as perceived by human visual system, including its authentic dynamic range as well as accurate color. In image signal process pipeline, these reproductions are achieved through modules… read more here.
Keywords: color constancy; single exposure; multi exposure; exposure ... See more keywords
Color Constancy via Multi-Scale Region-Weighed Network Guided by Semantics
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.841426
Abstract: In obtaining color constancy, estimating the illumination of a scene is the most important task. However, due to unknown light sources and the influence of the external imaging environment, the estimated illumination is prone to… read more here.
Keywords: semantics; color; region; color constancy ... See more keywords
QRetinex-Net: A Quaternion Retinex Framework for Bio-Inspired Color Constancy
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app152212336
Abstract: Color constancy, the ability to perceive consistent object colors under varying illumination, is a core function of the human visual system and a persistent challenge in machine vision. Retinex theory models this process by decomposing… read more here.
Keywords: color constancy; retinex framework; qretinex net; retinex ... See more keywords