Yang Yang, Zhiliang Wang, Mengmeng Zhang, Yi Yang, Nannan Cheng
{"title":"基于混合颜色模型和梯度矢量流的皮肤区域跟踪","authors":"Yang Yang, Zhiliang Wang, Mengmeng Zhang, Yi Yang, Nannan Cheng","doi":"10.1109/MVHI.2010.143","DOIUrl":null,"url":null,"abstract":"The automatic detection and tracking of multiple skin-colored objects in videos plays important roles in human-computer interaction, such as human activity recognition and hand posture recognition. In this paper, we propose a tracking method hybrid with color model and GVF. Hybrid RGB-YCrCb model is applied to detect human skin region. Different skin regions are label by connected component analysis and process the GVF step by step to track the shape of skin regions. We demonstrate the effectiveness and efficiency of this approach by experimenting on several video sequences with hand motion patterns.","PeriodicalId":34860,"journal":{"name":"HumanMachine Communication Journal","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2010-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Skin Region Tracking Using Hybrid Color Model and Gradient Vector Flow\",\"authors\":\"Yang Yang, Zhiliang Wang, Mengmeng Zhang, Yi Yang, Nannan Cheng\",\"doi\":\"10.1109/MVHI.2010.143\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The automatic detection and tracking of multiple skin-colored objects in videos plays important roles in human-computer interaction, such as human activity recognition and hand posture recognition. In this paper, we propose a tracking method hybrid with color model and GVF. Hybrid RGB-YCrCb model is applied to detect human skin region. Different skin regions are label by connected component analysis and process the GVF step by step to track the shape of skin regions. We demonstrate the effectiveness and efficiency of this approach by experimenting on several video sequences with hand motion patterns.\",\"PeriodicalId\":34860,\"journal\":{\"name\":\"HumanMachine Communication Journal\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-04-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"HumanMachine Communication Journal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MVHI.2010.143\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"HumanMachine Communication Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MVHI.2010.143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
Skin Region Tracking Using Hybrid Color Model and Gradient Vector Flow
The automatic detection and tracking of multiple skin-colored objects in videos plays important roles in human-computer interaction, such as human activity recognition and hand posture recognition. In this paper, we propose a tracking method hybrid with color model and GVF. Hybrid RGB-YCrCb model is applied to detect human skin region. Different skin regions are label by connected component analysis and process the GVF step by step to track the shape of skin regions. We demonstrate the effectiveness and efficiency of this approach by experimenting on several video sequences with hand motion patterns.