Advanced Search
Volume 34 Issue 5
Jun.  2012
Turn off MathJax
Article Contents
Yang De-Zhao, Ou Pan , Lin Zhi-Li, Song Ning-Fang. High-accuracy Frequency Estimation Synthetic Algorithm in Laser Doppler Velocity Radar[J]. Journal of Electronics & Information Technology, 2011, 33(7): 1689-1693. doi: 10.3724/SP.J.1146.2010.01373
Citation: Yang Qi, Xue Ding-Yu. Gait Recognition Based on Two-scale Dynamic Bayesian Network and More Information Fusion[J]. Journal of Electronics & Information Technology, 2012, 34(5): 1148-1153. doi: 10.3724/SP.J.1146.2011.01012

Gait Recognition Based on Two-scale Dynamic Bayesian Network and More Information Fusion

doi: 10.3724/SP.J.1146.2011.01012
  • Received Date: 2011-09-27
  • Rev Recd Date: 2012-01-20
  • Publish Date: 2012-05-19
  • Gait recognition research gets rapid development as one of biometric. Now almost all the gait recognition researcher focus on gait recognition rate only in the single condition, but the gait recognition rate has rapid decline in the wearing coat and carrying bag condition. Based on analyzing the gait timing characteristics when human is moving, a novel gait recognition model that expressed two-scale dynamic Bayesian network and more information fusion is proposed. The model contains four levels of states and every time slice of the model is expressed by the fusion of large-scale information and small-scale information. This model can well express the timing characteristics of gait, that are the body posture and range of motion and other gait rhythmic changes characteristics. Experimental result show that the model recognizes gait with high rates and good robustness to the silhouette noise and lost of information and fuse the large-scale information and small-scale information well. The model can greatly reduce impact of gait recognition rate in the wearing coat and carrying bag condition.
  • Cited by

    Periodical cited type(7)

    1. 周浩楠,王熙. 农机车载微波多普勒测速雷达设计及试验研究. 农机化研究. 2025(06): 226-231 .
    2. 张建宏,武锦辉,王高,刘吉,苏凝钢,金源. 多普勒雷达弹丸测速信号的速度重建方法. 中国测试. 2020(04): 31-35 .
    3. 王冰瑞,于亚楠. 多普勒天气雷达天线扫描速度提高前后的数据分析与对比. 国外电子测量技术. 2020(06): 42-48 .
    4. 张建宏,武锦辉,刘吉,苏凝钢. 基于FPGA的多普勒雷达测速系统. 国外电子测量技术. 2019(12): 72-75 .
    5. 胡姝玲,李军,黄鑫,李晓佩,刘冬雪. 基于激光多普勒测速雷达自相关检测算法研究. 半导体光电. 2017(02): 278-282+287 .
    6. 赵洋,钱卫平. 基于最小熵准则的频偏估计算法研究. 飞行器测控学报. 2015(06): 517-521 .
    7. 韩艳峰. 直接计数法瞬时测频的误差分析. 测控技术. 2014(09): 154-156 .

    Other cited types(4)

  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (2554) PDF downloads(696) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return