Skin Region Segmentation based on the Average Preprocessed Image of Multicolor Face Image Sequence

Authors

  • Li Wei China West Normal University
  • Xianbo He School of Computer Science, China West Normal University,
  • Fangyuan Jiao School of Computer Science, China West Normal University

DOI:

https://doi.org/10.5614/j.eng.technol.sci.2014.46.4.3

Abstract

For face images with unbalance color and light, this paper proposed a method of skin region segmentation based on preprocessing of multicolor face image sequence. In this method, the multicolor face images of the sequence were preprocessed to remove color offset and uneven brightness. Then the color informations of preprocessed face images were jointly used for taking the average to remove noise and smooth the face image. Finally, for the average preprocessed face image, based on the established ellipse skin model, the skin region segmentation was realized. Experiments show that, this method had good performance.

Downloads

Download data is not yet available.

References

H C Vijay Lakshmi and S. PatilKulakarni ,"Segmentation Algorithm for Multiple Face Detection in Color Images with Skin Tone Regions using Color Spaces and Edge Detection Techniques," International Journal of Computer Theory and Engineering, vol. 2, pp. 552-558, August 2010.

S.Tripathi,V.Sharma, and S.Sharma,"Face Detection using Combined Skin Color Detector and Template Matching Method," International Journal of Computer Applications, vol. 26, pp. 5-8,July 2011.

Z. J. Wangand T.Li. "A Face Detection Based on Skin Color and Neural Network," 2008 International Conference on Computer Science and Software Engineering, Wuhan, China, pp. 961-964, Dec. 2008. 237

F. Y. Shih, S. X. Cheng,C. F. Chuang, et al. " Extracting faces and facial features from color images," International Journal of Pattern Recognition and Artificial Intelligence, vol. 22, pp. 515-534, 2008 .

Z. W. Wang and S. Z. Li, "Face Recognition using Skin Color Segmentation and Template Matching," Information Technology Journal, vol. 10, pp. 2308-2314, 2011.

R. L. Hsu, M. Abdel-Mottaleb, A. K. Jain, et al.," Face detection in color images," IEEE Trans. Patter. Anal. and Mach. Intell., vol. 24, pp. 25-29, May 2002.

A. Sagheer and S. Aly, "An Effective Face Detection Algorithm Based on Skin Color Information," 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems (SITIS), Naples, Italy, pp. 90-96, Nov. 2012.

J.Yang, X. F.Ling, Y. T.Zhu, et al.,"A face detection and recognition system in color image series," Mathematics and Computers in Simulation, vol. 77, pp. 531-539, Nov. 2008.

http://www.cse.oulu.fi/CMV/Downloads/Pbfd#Example:_person_94

Downloads

Published

2014-12-15

How to Cite

Wei, L., He, X., & Jiao, F. (2014). Skin Region Segmentation based on the Average Preprocessed Image of Multicolor Face Image Sequence. Journal of Engineering and Technological Sciences, 46(4), 381-393. https://doi.org/10.5614/j.eng.technol.sci.2014.46.4.3

Issue

Section

Articles