SOTAVerified

Color Constancy

Color Constancy is the ability of the human vision system to perceive the colors of the objects in the scene largely invariant to the color of the light source. The task of computational Color Constancy is to estimate the scene illumination and then perform the chromatic adaptation in order to remove the influence of the illumination color on the colors of the objects in the scene.

Source: CroP: Color Constancy Benchmark Dataset Generator

Papers

Showing 110 of 102 papers

TitleStatusHype
A Poisson-Guided Decomposition Network for Extreme Low-Light Image Enhancement0
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color ConstancyCode1
GCC: Generative Color Constancy via Diffusing a Color Checker0
Integral Fast Fourier Color Constancy0
Multi-illuminant Color Constancy via Multi-scale Illuminant Estimation and Fusion0
Primary visual cortex contributes to color constancy by predicting rather than discounting the illuminant: evidence from a computational study0
Double opponency serves as a basis for color constancy0
Colorful Diffuse Intrinsic Image Decomposition in the WildCode3
Lesion Elevation Prediction from Skin Images Improves DiagnosisCode0
Simple Image Signal Processing using Global Context GuidanceCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRIE[8]Best 25%3.2Unverified