保持细节的局部颜色迁移改进算法

计算机科学 ›› 2013, Vol. 40 ›› Issue (Z11): 301-303.

保持细节的局部颜色迁移改进算法

陈海,冯国灿

中山大学数学与计算科学学院广州510275;中山大学数学与计算科学学院广州510275

出版日期:2018-11-16 发布日期:2018-11-16
基金资助:
本文受国家自然基金项目(61272338,3)资助

Novel Algorithm for Local Color Transfer Based on Preserving Detail Texture

CHEN Hai and FENG Guo-can

Online:2018-11-16 Published:2018-11-16

摘要/Abstract

摘要： 局部颜色迁移是指将一幅参考图像标定区域的颜色特征传递给目标图像的标定区域,使之具有与参考图像标定区域相似的色彩。Reinhard算法是一种经典的算法,它但它没有考虑图像的细节信息。在此基础上,提出一种基于图像色调和细节信息的局部颜色迁移算法,它综合考虑目标区域和参考区域的均值、标准差和梯度的信息,在进行色彩迁移的同时,兼顾目标图像本身的细节信息,通过权重可调,大大增加了颜色迁移的灵活性和实用性。

关键词: 图像处理,颜色迁移

Abstract: Local color transfer between images is a method that transfers the color characteristics from the marked region of a reference image to the target image’．Reinhard algorithm is a classical algorithm,but it does not take the image details into consideration．This paper proposed a novel algorithm for local color transfer based on the flexibility and practicality,which takes consideration on the mean,standard deviation and gradient of the target region and reference region,has a greatly increase on the flexibility and practicality through an adjustable weights．

Key words: Image processing,Color transfer

陈海,冯国灿. 保持细节的局部颜色迁移改进算法[J]. 计算机科学, 2013, 40(Z11): 301-303. https://doi.org/

CHEN Hai and FENG Guo-can. Novel Algorithm for Local Color Transfer Based on Preserving Detail Texture[J]. Computer Science, 2013, 40(Z11): 301-303. https://doi.org/

参考文献

[1] Reinhard E,Ashikhmin M,Gooch B,et al．Color transfer between images[J]．IEEE Computer Graphics and Applications,2001,1(5):34-41
[2] Rudeman D L,Cronin T W,Chiao C C．Statistics of cone re-sponse to natural images．Implications for visual coding[J]．Journal of Optical Society of America,1998,5(8):2036-2045
[3] 赵国英,向世明,李华.高阶矩在颜色传输中的应用[J].计算机辅助设计与图形学报,2004,6(1):62-66
[4] 胡国飞,傅健,彭群生.自适应颜色迁移[J].计算机学报,2004,7:1245-1249
[5] 向世明,赵国英,陈睿,等.控向金字塔颜色传递[J].计算机辅助设计与图形学报,2005,7(5):948-953
[6] Pitie F,Pan Z,Dong Z．A new algorithm for adding color to vi-deo or animation clips[J]．Proceedings of WSCG-International Conference in Central Europe on Computer Graphics,Visualization and Computer Vision,2004,2(3):515-519
[7] Vieira L F M,Vilela R D,Nascimento E R,et al.Automatically choosing source color images for coloring grayscale images[C]∥SIBGRAPI,2003．2003
[8] 孟敏,刘利刚.勾画式局部颜色迁移[J].计算机辅助设计与图形学学报,2008,0(7):838-842

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed