期刊文献+

人脸检测与跟踪技术综述

Survey of Face Detection and Tracking Technology
下载PDF
导出
摘要 人脸检测和跟踪问题是计算机视觉领域的研究热点,本文对这一问题进行详细介绍。首先分析人脸检测和人脸跟踪问题解决的难点所在;其次介绍人脸检测和跟踪技术在视频监控、人机交互和信息安全等领域的广泛应用;最后,分析人脸检测的研究现状,在此基础上逐步分析任意环境中长期跟踪人脸问题的研究状况,并详细介绍TLD(Tracking-Learn-ing-Detection)跟踪框架。 Face detection and tracking are the research hotspots of computer vision, which is gradually investigated in this paper. To begin with, the difficulties of this issue are briefly introduced. In addition, the widespread use of face detecting and tracking in the fields of video monitoring, human-computer interaction and information security is demonstrated in detail. Finally, the research status of face detection is analyzed, upon which the long-term and real-time face tracking in random environments and the tracking framework of TLD(Tracking-Learning-Detection) are profoundly illustrated.
作者 张亚南 张作
出处 《计算机与现代化》 2012年第12期60-65,共6页 Computer and Modernization
基金 教育部高等学校博士学科点专项科研基金资助项目(20110072110014)
关键词 人脸检测 人脸跟踪 应用 研究现状 face detection face tracking application research status
  • 相关文献

参考文献38

  • 1付月生.视频中人脸检测与跟踪技术的研究[D].大连:大连理工大学,2009. 被引量:1
  • 2Hager G D, Belhumeur P N. Efficient region tracking with parametric models of geometry and illumination [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998,20 (10) : 1025-1039. 被引量:1
  • 3Sun Y, Sebe N, Lew M, et al. Authentic emotion detec- tion in real-time video[ C ]//Proceedings of ECCV Work- shop on HCI. 2004: 94-104. 被引量:1
  • 4Pavlovic V I, Sharma R, Huang T S. Visual interpretation of hand gestures for human-computer interaction: A review [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997,19 (7) :677-695. 被引量:1
  • 5Lien C C, Huang C L. Model-based articulated hand mo- tion tracking for gesture recognition [ J ]. Image and Vision Computing, 1998,16 (2) : 121-134. 被引量:1
  • 6Choi H I, Rhee P K. Head gesture recognition using HMMs [J]. Expert Systems with Applications, 1999, 17 (3) : 213-221. 被引量:1
  • 7Silsbee P L, Bovik A C. Computer lipreading for improved accuracy in automatic speech recognition [ J ]. IEEE Trans- actions on Speech and Audio Processing, 1996,4(5 ) :337- 351. 被引量:1
  • 8Valente S, Dugelay J L. A visual analysis/synthesis feed-back loop for accurate face tracking [ J ]. Signal Process- ing: Image Communication, 2001,16 (6) :585-608. 被引量:1
  • 9Yang M H, Kriegman D J, Ahuja N. Detecting faces in images: A survey[ J]. IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 2002,24( 1 ) :34-58. 被引量:1
  • 10Viola P, Jones M. Rapid object detection using a boosted cascade of simple features [ C ]//Proceedings of the 2001 IEEE Computer Society Conference on CVPR. 2001:511- 518. 被引量:1

二级参考文献42

  • 1马淑燕,孔德慧,尹宝才,郭金铜.基于肤色模型和椭圆环模板的人脸跟踪及姿态估计[J].计算机工程与应用,2004,40(17):50-55. 被引量:3
  • 2宋刚,艾海舟,徐光祐.纹理约束下的人脸特征点跟踪[J].软件学报,2004,15(11):1607-1615. 被引量:15
  • 3[1]Rowley H,Baluja S,Kanade T.Neural network-based face detecti on[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1998,20(1):23~28. 被引量:1
  • 4[2]Yang M H,Ahuja N,Kriegman D.Face detection using a mixture of factor a nalyzers [A].International Conference on Image Processing,Kobe,Japan,1999 被引量:1
  • 5[3]Colmenarez A J,Huang T S.Face detection with information-based maximum discrimination [A].Computer Society Vision and Pattern Recognition,an Jun ,uerto Rico,1997. 被引量:1
  • 6[4]Yang M H,Ahuja N,Kriegman D.Mixtures of linear subspaces for face dete ction [A].International Conference on Automatic Face and Gesture Recognition ,Kerkyra,Greece,2000. 被引量:1
  • 7[5]Yang M H,Roth D,Ahuja N.A SNoW-based face detcetor [A].Advances in Neural Information Processing Systems,Cambridge,2000. 被引量:1
  • 8Yang J,WuLeejay,WaibelA.Focus of attention in video conferencing[R].CMUCS Technical Report,CMU-CS-96-150,1996. 被引量:1
  • 9Crowley J L,Berard F.Multi-modal tracking of faces for video communications[J].Proc IEEE on CVPR,1997:640-645. 被引量:1
  • 10Fu Jie Huang,Tsuhan Chen,Tracking of Multiple Faces for Human Computer Interfaces and Virtual Environments.2000. 被引量:1

共引文献77

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