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Dongliang Cheng

3 accepted papers

2016

Two Illuminant Estimation and User Correction Preference

CVPR 2016poster

This paper examines the problem of white-balance correction when a scene contains two illuminations. This is a two step process: 1) estimate the two illuminants; and 2) correct the image. Existing methods attempt to estimate a spatially varying illumination map, however, results are error prone a…

Cited by 43PDFScholar
2015

Beyond White: Ground Truth Colors for Color Constancy Correction

ICCV 2015poster

A limitation in color constancy research is the inability to establish ground truth colors for evaluating corrected images. Many existing datasets contain images of scenes with a color chart included; however, only the chart's neutral colors (grayscale patches) are used to provide the ground truth f…

Cited by 64PDFScholar
2015

Effective Learning-Based Illuminant Estimation Using Simple Features

CVPR 2015poster

Illumination estimation is the process of determining the chromaticity of the illumination in an imaged scene in order to remove undesirable color casts through white-balancing. While computational color constancy is a well-studied topic in computer vision, it remains challenging due to the ill-po…

Cited by 179SourcePDFScholar