期刊文献+

基于全景图合成的机器人视觉中的人脸识别方法 被引量:5

Face Recognition Method in Robot Vision based on Panorama Synthesis
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摘要 在机器人视觉系统设计中,人脸识别有着特殊的意义,在一些特定的机器人巡逻与监控过程中,机器人可以对可疑人脸进行记录、提问、警示等,也可以对熟悉人脸进行识别,并做出相应的反应。因此,文章研究并提出了一个在具备全景图合成功能的应用型机器人视觉中加装人脸识别功能的方法,该方法能较好的用于多领域的机器人监控系统中,并通过了实验验证。 In robot visual design, face recognition has a special significance, in some particular robot patrol and monitoring process, the robot can record on suspicious face, ask questions, warning, etc., can also to familiar face recognition, and make corresponding reaction. Therefore, this paper studies and put forward a method installing face recognition function in robot vision with a panorama synthetic function, it can be better used in the fields of robot control system, and through the experimental verification.
作者 王文明
出处 《信息网络安全》 2013年第2期21-26,共6页 Netinfo Security
关键词 机器人视觉 人脸识别 隐马尔可夫模型 OPENCV 机器人一体机 robot vision face recognition HMM OpenCV robot integrated machine
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参考文献7

  • 1王文明,于亚鹏具有全景图合成功能的机器人视觉设计[EB/OL].中国科技论文在线,http://wwwpapereducn/indexphp/degmlt/releasepaper/content/201206-25.2012-06-01.
  • 2samaria F, young S. Hmm based architecture for face identificatkm[J]. Image and Computer Vision, 1994, 12(08): 537-543.
  • 3Alexander M, et al. Three--Dimensional Face R.ecognition [M]. Israel Institute of Technology, 2004.
  • 4于琪,刘瑞祯学习OpenCV(中文版)[M].北京:清华大学出版社.2009.14-15.
  • 5蔡泽民,闫敬文.人脸识别:从二维到三维[J].计算机工程与应用,2011,47(11):155-159. 被引量:14
  • 6Wang wen ming. Application oriented designing t'or remote control scheme of robot integrated machine[J]. ICSREI International Core Journal of Scientific Research Engineering Index, 2012, (02): 39-43.
  • 7李家骏.人物面部识别软件的设计与实现[D].北京:北京理工大学,2012.

二级参考文献39

  • 1柴秀娟,山世光,卿来云,陈熙霖,高文.基于3D人脸重建的光照、姿态不变人脸识别[J].软件学报,2006,17(3):525-534. 被引量:54
  • 2Bledsoe W W.The model method in facial recognition, Tech Rep PRI: 15 [R].Palo Alto, CA, Panoramic Research Inc, 1966.
  • 3Chellappa P, Wilson C L, Sirohey S.Human and machine recognition of faces: A survey[J].Proceedings of the IEEE, 1995, 83 (5) :705-740.
  • 4Zhao W Y,Chellappa R,Philips P J,et al.Face recognition:A literature survey[J].ACM Computing Survey, 2003,35 (4) : 399-458.
  • 5Scheenstra A, Ruifrok A, Veltkamp R C.A survey of 3D face recognition methods[C]//LNCS 3546: The 5th International Conference on Audio- and Video-based Biometric Person Authentication, 2005 : 891-899.
  • 6Blanz V, Vetter T.A morphable model for the synthesis of 3D faees[C]//Proceedings of the SIGGRAPH' 99, Los Angeles, USA, 1999:187-194.
  • 7Postdamer J, Altschuler M.Surface measurement by space-encoded projected beam systems[J].Computer Graphics and Image Processing, 1982, 18(1 ): 1-17.
  • 8BoyerK L, Kak A C.Color-encoded structured light for rapid active ranging[J].IEEE Trans on Pattern Analysis and Machine Intelligence, 1987,9( 1 ) : 14-28.
  • 9Beumier C, Acheroy M.3D facial surface acquisition by structured light[C]//Proceedings of the International Workshop on Synthetic-Natural Hybrid Coding and Three Dimensional Imaging, Santorini, Greece, 1999:103 - 106.
  • 103D-RMA[EB/OL]. ( 2006 ) .http://www.sic.rma.ac.be/-beumier/DB/3d_ rma.html.

共引文献13

同被引文献43

  • 1王崇秀.基于图像结构的镜头深度分类[D].北京:北京理工大学,2009.
  • 2WANG Wen-ming.Application oriented designing for remote control scheme of robot integrated machine. Internationa] Core Journal of Scientific Research Engineering Index(ICSRED[J]. 2012,(2):39-43.
  • 3WANG Wen-ming,YU Ya-peng.Robot visual design with the panorama synthesis function[J]. International Conference on Computer Science and Education(ICCSE). 2013,(6) :23-27.
  • 4王文明.面向应用的机器人一体机远程控制方案中的语音识别方法[EB/OL].中国科技论文在线.http://www.paper.edu.on/rekQsepaper/content/201207-115,2012-07.11.
  • 5Aude (_)liva, Antonio Torralba, Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope D], International Journal of Computer Vision, May-June 2001, v42(03): p.145-175.
  • 6Javier Portilla, Eero P. Simoncelli, A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients[J], International Journal of Computer Vision, Oct. 2000, v40(01):p.49-70.
  • 7David J. Heeger, James R. Bergen, Pyramid-based texture analysis/ synthesis [A], Proceedings of the 22nd annual conference on Computer graphics and interactive techniques[C], September 1995.229-238.
  • 8D.J. Field, Relations between the Statistics of Natural Images and the Response Properties of Cortical Cells[J], Optical Soc. Am. 1987, vol. 4, :2379-2394,.
  • 9Ann B. Lee, David Mumford, Jinggan9 Huang, Occlusion Models for Natural Images: A Statistical Study of u Scale-Invariunt Dead Lectves Model []], International Journal of Computer Vision, January-February 200l, v41 (1-2):35-59.
  • 10D.L. Ruderman, Origins of Scalin9 in Natural Images[J], Vision Research, 1997, vol. 37: 3385-3398.

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二级引证文献17

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