期刊文献+

基于高斯混合模型自适应肤色识别算法 被引量:3

Adaptive algorithm for skin color recognition based on Gaussian mixture model
下载PDF
导出
摘要 肤色识别是色情图像识别、人脸检测等图像处理技术的关键步骤,肤色识别效果的好坏直接影响相关图像处理技术的效果。图像中存在干扰因素时基于单高斯模型的肤色识别效果不佳,为了解决这个问题,在YCbCr色度空间基础上,提出了基于高斯混合模型自适应肤色识别算法。实验表明该算法识别效率较高,能较好地识别存在干扰因素图像中的肤色,具有一定的实用性。 Skin color recognition is the key step in the image processing technology such as pornographic image recognition, face detection, and so on. The effect of skin color recognition affects the effect of related image processing technology. In order to solve the poor effect of skin color recognition based on the single Gaussian model when the interference factors exist in the image, adaptive algorithm for skin color recognition based on Gaussian mixture model is presented on the basis of YCbCr color space in this paper. The experiment shows that recognition efficiency of the algorithm is higher, and skin color in image with the interference factors being better recognized with this algorithm and the algorithm has certain practicality.
出处 《陕西理工学院学报(自然科学版)》 2016年第6期53-56,85,共5页 Journal of Shananxi University of Technology:Natural Science Edition
基金 陕西省教育厅专项科研计划项目(15JK1134)
关键词 高斯混合模型 自适应 肤色识别 Gaussian mixture model self-adaption skin color recognition
  • 相关文献

参考文献8

二级参考文献74

  • 1王建国,林宇生,杨静宇.基于新颜色空间YCgCr的人脸区域初定位[J].计算机科学,2007,34(5):228-230. 被引量:19
  • 2何斌.Visual C^++数字图像处理[M].北京:人民邮电出版社,2007.
  • 3Elettheriadis A. Automatic Face Location Detection and Tracking for Model - assisted Coding of Video Teleconferencing Sequences at Low bit - Rates [J]. Signal Processing: Image Communication, 2005,7(3) : 231 - 248.
  • 4Xiaobo Li, Nichols Roeder. Face Contour Extraction from Front - View Images[J]. Pattern Recognition, 2006,28 (8) : 1 167-1 179.
  • 5董梁,王忠民.图像边缘检测算法研究[J].现代电子技术,2007,30(15):179-180. 被引量:8
  • 6CHAVES-GONZALEZ J M,VEGA-RO M A,JUANETC D.Detecting skin in face recognitionystems:Acolour spaces study.Digital Signal Processing,2010(20):806-823.
  • 7CHENG C C,WEN K T,YANG M T,et al.A novel method for detecting lips,eyes and faces in real time.Real-Time Imageing,2003,9(4):277-287.
  • 8SORIANO M,BIRGITTA M,SAMI H,et al.Adaptive skin color modeling using the skin locus for selecting training pixels.Pattern Recognition,2003(36):681-690.
  • 9胡庆新 方跃 张淑凤.一种新的驾驶员疲劳检测系统中的人脸区域检测方法.仪器仪表学报,2008,4.
  • 10Lee C H,Kim J S,Park K H.Automatic human face location in a complex background using motion and color information[J].Pattern Recognition, 1996 ;29( 11 ): 1877~1889

共引文献59

同被引文献17

引证文献3

二级引证文献4

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部