Hakam Shehadeh, Audai Al-khalaf, M. Al-khassaweneh
{"title":"Human face detection using skin color information","authors":"Hakam Shehadeh, Audai Al-khalaf, M. Al-khassaweneh","doi":"10.1109/EIT.2010.5612128","DOIUrl":null,"url":null,"abstract":"This paper implements a new method to detect a human skin and faces from colored images. The proposed system based on the detection of all pixels in colored images which are probably a human skin via a reference skin colors matrix. The image then goes through some modifications to enhance the face detection. The circularity feature was used to distinguish human faces from other objects with similar skin color. The proposed system was tested using MatLab using different real images and the simulation results show effectiveness of the proposed method.","PeriodicalId":305049,"journal":{"name":"2010 IEEE International Conference on Electro/Information Technology","volume":"515 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Conference on Electro/Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EIT.2010.5612128","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10
Abstract
This paper implements a new method to detect a human skin and faces from colored images. The proposed system based on the detection of all pixels in colored images which are probably a human skin via a reference skin colors matrix. The image then goes through some modifications to enhance the face detection. The circularity feature was used to distinguish human faces from other objects with similar skin color. The proposed system was tested using MatLab using different real images and the simulation results show effectiveness of the proposed method.