Color transfer by fitting clouds of color points

Protasiuk, Rafał; Skarbek, Władysław

doi:10.1117/12.2280981

Search citation statements

Order By: Relevance

Paper Sections

Select...

Introduction1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2019

Publication Types

Select...

Other1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

(1 citation statement)

References 8 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…This is due to the fact that such methods do not respect overall color distribution. On the other hand, color transfer methods [7,8,21,22,23] utilize global information from the image. Simple approaches tend to map mean and the standard deviation from a reference image.…”

Section: Introductionmentioning

confidence: 99%

Local Color Mapping Combined with Color Transfer for Underwater Image Enhancement

Protasiuk

Bibi

Ghanem

2019

2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

View full text Add to dashboard Cite

Color correction and color transfer methods have gained a lot of attention in the past few years to circumvent color degradation that may occur due to various sources. In this paper, we propose a novel simple yet powerful strategy to profoundly enhance color distorted underwater images. The proposed approach combines both local and global information through a simple yet powerful affine transform model. Local and global information are carried through local color mapping and color covariance mapping between an input and some reference source, respectively. Several experiments on degraded underwater images demonstrate that the proposed method performs favourably to all other methods including ones that are tailored to correcting underwater images by explicit noise modelling.

show abstract