Color Constancy
1개 벤치마크 · 논문 114편 · 이 태스크의 논문 보기 →
Benchmarks
INTEL-TUT2
Most implemented
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
A Benchmark for Temporal Color Constancy
Fast Fourier Color Constancy
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Lesion Elevation Prediction from Skin Images Improves Diagnosis
Papers
SAFE: Scene-Aware Feature Modulation for Color Constancy with Learned Color Space in Pure-Color Scenes
Color constancy on pure-color scenes is challenging: when most pixels share a narrow band of hues, every chromaticity-based cue collapses to a single point and standard estimators become ambiguous. We propose a compact f…
Color ConstancyWhite-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation
Color constancy aims to keep object colors consistent under varying illumination. Cross-camera generalization in color constancy remains challenging because learning-based models often overfit to the color response chara…
Color ConstancyColor Constancy in Hyperspectral Imaging via Reduced Spectral Spaces
Illuminant estimation aims to infer scene illumination from image measurements despite intrinsic ambiguities between surface reflectance and lighting. Most existing methods operate on trichromatic RGB images and are ther…
Dimensionality ReductionColor ConstancyBeyond Pixel Fidelity: Minimizing Perceptual Distortion and Color Bias in Night Photography Rendering
Night Photography Rendering (NPR) poses a significant challenge due to the extreme contrast between dark and illuminated areas in scenes, stemming from concurrent capture of severely dark regions alongside intense point …
Color ConstancyBio-inspired Color Constancy: From Gray Anchoring Theory to Gray Pixel Methods
Color constancy is a fundamental ability of many biological visual systems and a crucial step in computer imaging systems. Bio-inspired modeling offers a promising way to elucidate the computational principles underlying…
Color ConstancyFace anonymization preserving facial expressions and photometric realism
The widespread sharing of face images on social media platforms and in large-scale datasets raises pressing privacy concerns, as biometric identifiers can be exploited without consent. Face anonymization seeks to generat…
Face AnonymizationColor Constancy