Natural skin color transformation based on color subspace learning

机译：基于颜色子空间学习的自然肤色转换

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摘要

With the rapid spread of digital cameras, a growing interest has been seen in image processing for beautification. Pseudo make-up face can be generated by a variety of user's preferred make-up as the image processing method for beautification. But unnatural image be generated by this method because of different lighting conditions or skin colors between two images. Our proposed method can generate more natural images by transforming skin color which based on color subspace learning. We also developed a skin color transformation system, which can transform the effect of make-up rapidly and naturally.

机译：随着数码相机的迅速普及，人们对美化图像处理的兴趣日益浓厚。作为美化的图像处理方法，可以通过各种用户喜欢的化妆来生成伪化妆脸。但是由于两个图像之间的光照条件不同或肤色不同，使用这种方法会生成不自然的图像。我们提出的方法可以通过基于颜色子空间学习的变换肤色来生成更自然的图像。我们还开发了一种肤色转换系统，可以快速自然地转换化妆效果。

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来源
《2012 6th International Conference on New Trends in Information Science, Service Science and Data Mining》|2012年|491-494|共4页
会议地点 Taipei(CT)
作者
Muta Kenji; Seo Masataka; Guifang Duan; Yen-Wei Chen;
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作者单位

Graduate school of Science and Engineering, Ritsumeikan University, 1-1-1 Nojihigashi, Kusatsu, Shiga, 525-8577 Japanc;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Automatic Feature Points Extraction; Beautification; Color Transfer; Image Processing; Make-up;

机译：自动特征点提取；美化；色彩转移；图像处理；化妆；;

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1. Human skin detection through correlation rules between the YCb and YCr subspaces based on dynamic color clustering [J] . Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Computer vision and image understanding . 2017,第FEBa期

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2. Skin color enhancement based on favorite skin color in HSV color space [J] . Xiao-Ning Zhang, Jue Jiang, Zhi-Hu Liang, Consumer Electronics, IEEE Transactions on . 2010,第3期

机译：基于HSV颜色空间中喜欢的肤色的肤色增强
3. Estimating injury of rice plant pest based on natural color photographs taken from radio controlled helicopter: 1. relationship between injury by rice leaf blast and color indices derived from natural color image [J] . Kenji Chiwaki, Gen Kanadani, Fukusaburo Tanaka 関西病虫害研究会報 . 1999,第41期

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4. Natural Skin Color Transformation Based on Color Subspace Learning [C] . Kenji Muta, Masataka Seo, Guifang Duan, ISSDM 2012 . 2012

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5. Understanding the Psychosocial and Physical Health Impacts of Colorism: Discrimination of African Americans Based on Skin Color [D] . ?Keyes, Latocia 2019

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6. A Tensor-Based Subspace Approach for Bistatic MIMO Radar in Spatial Colored Noise [O] . Xianpeng Wang, Wei Wang, Xin Li, 2014

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7. His Color Space Transformation for Detection of "Pisang Mas" Maturity Based on the Skin Color [O] . Jan William Sianturi, Bagas Aji Wicaksono, Anindia Adyutawati Nugraheni, 2018

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8. Color Order Systems for Computer Graphics. Part 1: Transformation of Natural Color System (NCS) Data into Cielab Color Space [R] . Derefeldt, G., Sahlin, C. 1984

机译：计算机图形的颜色订购系统。第1部分：将自然颜色系统（NCs）数据转换为Cielab颜色空间

Natural skin color transformation based on color subspace learning

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