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基于步态的身份识别研究 被引量：1

Research on Gait-based Identity Recognition
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摘要 本文对步态识别的国内外研究现状做了概述;介绍了基于步态的身份识别的过程,并阐述了在步态识别各阶段用到的一些方法;列举了常用的几个步态数据库,指出了它们各自的特点;对步态识别的下一步工作进行了探讨。 The paper narrates the present researches from home and aboard on gait -based identity recognition. We introducedthe process of gait -based identity recognition, elaborated some typical methods for each step of gait recognition, enumeratedseveral common databases and pointed out their own characteristics. And we carried on discussion on the next -step work.
作者 杨润辉 吴清江
机构地区 华侨大学计算机应用系
出处 《微型电脑应用》 2007年第12期8-10,15,共4页 Microcomputer Applications
基金 国侨办基金资助(04QZR03)
关键词 步态 隐马尔可夫模型 混合高斯模型 特征提取 主成分分析 Gait Hidden Markov models (HMM) Gaussian mixture model (GMM) Feature extraction Principal ComponentAnalysis (PCA)
分类号 TP391.4 [自动化与计算机技术—计算机应用技术]
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参考文献12

  • 1M. R. Dawson. Gait recognition, Final Report, Department of Computing, Imperial College of Science [R]. Technology and Medicine ,London,2002.
  • 2S. A. Niyogi, E.H. Adelson, Analyzing and recognizing walking figures in xyt[C]. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1994, pp:469-474.
  • 3Amit Kale, A. N. Rajagopalan, et al. Identification of Humans Using Gait [D]. Center for Automation Research University of Maryland at College Park, MD 20740, 2002.
  • 4Lily Lee. Gait Analysis for Classification [R]. AI Technical Report 2003- 014, Massachusetts Institute of Technology-artificial Intelligence Laboratory, 2003.
  • 5Little J, Boyd J. Recognizing People by Their Gait: The Shape of Motion [J]. Videre : Journal of Computer Vision Research, The MIT Press, 1998, 1(2).
  • 6Cunado D,Nash J,et al. Gait extraction and Description by Evidence-Gathering[C]. Proc of the International Conference on Audio and Video Based Biometric Person Authentication, 1995. 43-48.
  • 7Shakhnarovich G, Darrell T. On Probabilistic Combination of Face and Gait Cues for Identification[C]. Proceedings of the Int. Conf. on Automatic Face and Gesture Recognition, 2002.
  • 8Yang Y, Levine M. The background primal sketch: An approach for tracking moving objects[J]. Machine Vision and Applications, 1992,5 : 17-34.
  • 9Stauffer C and Crimson W. Adaptive background mixture models for realtime tracking [C]. Proc IEEE Conference on Computer Vision and Pattern Recognition, Fort Collins, Colorado, 1999, 2:246-252.
  • 10王亮,胡卫明,谭铁牛.基于步态的身份识别[J].计算机学报,2003,26(3):353-360. 被引量：158

二级参考文献21

  • 1Wang L, Hu W, Tan T. Recent developments in human motion analysis. Pattern Recognition,2003,36(3):585～601
  • 2Phillips J, Moon H, Rizvi S, Rause P. The FERET evaluation methodology for face recognition algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(10): 1090～1104
  • 3Jain A, Bolle R, Pankanti S. Biometrics: Personal Identification in Networked Society. Boston:Kluwer Academic Publishers, 1999
  • 4Nixon M, Carter J, Cunado D, Huang P, Stevenage S. Automatic gait recognition. In: Proceedings of BIOMETRICS Personal Identification in Networked Society, 1999. 231～249
  • 5Niyogi S, Adelson E. Analyzing and recognizing walking figures in XYT. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Seattle, USA, 1994. 469～474
  • 6Cunado D, Nixon M, Carter J. Using gait as a biometric, via phase-weighted magnitude spectra. In: Proceedings of International Conference on Audio- and Video-based Biometric Person Authentication, Crans-Montana, Switzerland, 1997. 95～102
  • 7Little J, Boyd J. Recognizing people by their gait: The shape of motion. Journal of Computer Vision Research, 1998, 1 (2): 2～32
  • 8Murase H, Sakai R. Moving object recognition in eigenspace representation: Gait analysis and lip reading. Pattern Recognition Letters, 1996, 17: 155～162
  • 9Huang P, Harris C, Nixon M. Human gait recognition in canonical space using temporal templates. Vision Image and Signal Processing, 1999, 146 (2): 93～100
  • 10Shutler J, Nixon M, Harris C. Statistical gait recognition via temporal moments. In: Proceedings of IEEE Southwest Symposium on Image Analysis and Interpretation, Austin, Texas, 2000. 291～295

共引文献157

同被引文献21

  • 1Sun Xiaoying, Zhang Qiuhong, Xu Yanqun. Application of segmentation based on optical flow for gait recognition//Pro- ceedings of the 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE). Chengdu, 2010:567-571.
  • 2Srivastava S, Sural S. Human gait recognition using tempo- ral slices. Pattern Recognition and Machine Intelligence, 2007, 4815: 592-599.
  • 3Cunado D et al. Gait extraction and description by evidence gathering//Proceedings of the International Conference on Audio and Video Based Biometric Person Authentication. Washington DC, USA, 1999:43-48.
  • 4Zhao Get al. 3D gait recognition using multiple cameras// Proceedings of the 7th IEEE International Conference on Au- tomatic Face and Gesture Recognition (FGR ' 06). South- ampton, 2006= 529-534.
  • 5Wang L et al. Silhouette analysis-based gait recognition for human identification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(12): 1505-1518.
  • 6Lee L, Grimson W E L. Gait analysis for recognition and classification//Proceedings of 5th IEEE International Confer- ence on Automatic Face and Gesture Recognition. Washing- ton, DC, USA, 2002:148-155.
  • 7Lam T H W, Lee R S T, Zhang D. Human gait recognition by the fusion of motion and static spatio-temporal templates. Pattern Recognition, 2007, 40(9): 2563-2573.
  • 8Sundaresan A, RoyChowdhury A, Chellappa R. A hidden Markov model based framework for recognition of humans from gait sequences//Proceedings of the International Con- ference on Image Processing. Barcelona, Catalonia, Spain, 2003: 3(II-93-6).
  • 9Kale A et al. Identification of humans using gait. IEEE Transactions on Image Processing, 2004, 13(9) : 1163-1173.
  • 10goulgouris N V, Plataniotis K N, Hatzinakos D. Gait recog- nition using dynamic time warping//Proceedings of the IEEE International Symposium Multimedia Signal Processing. Siena, Italy, 2004:263-266.

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微型电脑应用
2007年 第12期

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