Hai-Yan Chen

High-fidelity image decolorization with pure odd polynomial subspace and joint covariance optimization

Image decolorization is a fundamental task in computer vision and computer graphics, aiming to convert color images into grayscale while maximizing the preservation of visual structures and contrast. Traditional methods based on even-degree polynomials suffer from the pervasive “polarity folding” problem, which often l...