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基于参数查找表的肤色检测算法
Alternative TitleAlgorithm of Skin-tone Detection Based on Parameter Look-up Table
易轶虎; 曲道奎; 徐方
Department其他
Source Publication计算机科学
ISSN1002-137X
2010
Volume37Issue:3Pages:262-264
Indexed ByCSCD
CSCD IDCSCD:3947124
Contribution Rank1
Funding Organization863国家重点基金项目(2007AA041701)资助
Keyword肤色建模 查找表 色度 亮度 贝叶斯分类
Abstract针对现有模型对肤色空间刻画的不足,提出了一种基于参数查找表的肤色检测算法。该方法将肤色和非肤色看作两类模式,通过在YCbCr颜色空间统计,计算样本在不同色度下沿亮度的概率分布,分类采用贝叶斯判别规则,查找表用于存储模型参数,实现了快速查找和计算。实验中,从像素样本分类和彩色图片分割两个方面对算法的检测性能进行对比,说明其有较高的检测率和较强的鲁棒性。
Other AbstractBecause of the lack of adequate characterization in existing models for the distribution of skin-tone,algorithm was proposed to detect skin-tone based on a look-up table storing parameters.This method takes skin-tone and non skin-tone as two types of mode.By means of statistics in YCbCr color space,we can obtain the probability distribution of different samples with same chroma along lum coordinate,then make classification using Bayesian discriminant rules,among which look-up table is used to store the mode...
Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/7477
Collection其他
Corresponding Author易轶虎
Affiliation1.中国科学院沈阳自动化研究所
2.中国科学院研究生院
3.新松机器人与自动化有限公司
Recommended Citation
GB/T 7714
易轶虎,曲道奎,徐方. 基于参数查找表的肤色检测算法[J]. 计算机科学,2010,37(3):262-264.
APA 易轶虎,曲道奎,&徐方.(2010).基于参数查找表的肤色检测算法.计算机科学,37(3),262-264.
MLA 易轶虎,et al."基于参数查找表的肤色检测算法".计算机科学 37.3(2010):262-264.
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