Human detection system based on Android

被引:0
作者
Tian, Qing [1 ]
Lin, Shan [1 ]
Wei, Yun [2 ]
Fei, Weiwei [3 ]
机构
[1] North China Univ Technol, Beijing, Peoples R China
[2] Beijing Urban Construct Design & Dev Grp Co Ltd, Beijing, Peoples R China
[3] CSSC, Syst Engn Res Inst, Beijing, Peoples R China
来源
ADVANCES IN ENERGY, ENVIRONMENT AND MATERIALS SCIENCE | 2016年
关键词
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, combined with the existing algorithm of human detection and the depth camera, a human detection system under the Android system was set. Depth information and color information of the scene can be obtained by depth camera. According to depth information and threshold segmentation method, the area of head and shoulder is determined. Then the histogram of oriented gradient is extracted from the head and shoulder region. And the support of vector machine is used to classify and identify the target.
引用
收藏
页码:815 / 818
页数:4
相关论文
共 11 条
  • [1] CORTES C, 1995, MACH LEARN, V20, P273, DOI 10.1023/A:1022627411411
  • [2] Histograms of oriented gradients for human detection
    Dalal, N
    Triggs, B
    [J]. 2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2005, : 886 - 893
  • [3] Pedestrian Detection: An Evaluation of the State of the Art
    Dollar, Piotr
    Wojek, Christian
    Schiele, Bernt
    Perona, Pietro
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 34 (04) : 743 - 761
  • [4] Ikemura S, 2011, LECT NOTES COMPUT SC, V6495, P25, DOI 10.1007/978-3-642-19282-1_3
  • [5] Liang Sheng, 2009, JAVA NATIVE INTERFAC
  • [6] Microsoft,, 2009, 101 MICR
  • [7] Reliable Human Detection and Tracking in Top-View Depth Images
    Rauter, Michael
    [J]. 2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW), 2013, : 529 - 534
  • [8] Stephen Totilo, 2009, MICROSOFT PROJECT NA
  • [9] Cross-Camera Knowledge Transfer for Multiview People Counting
    Tang, Nick C.
    Lin, Yen-Yu
    Weng, Ming-Fang
    Liao, Hong-Yuan Mark
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (01) : 80 - 93
  • [10] Totilo Stephen, 2010, NATAL RECOGNIZED 31