• DocumentCode
    2898970
  • Title

    A Time Saving Method for Human Detection in Wide Angle Camera Images

  • Author

    Jiang, Zhuo-lin ; Li, Shao-fa ; Gao, Dong-fa

  • Author_Institution
    Sch. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    4029
  • Lastpage
    4034
  • Abstract
    A time-saving method for human detection in an indoor environment in wide angle camera images is presented in this paper, without using time-consuming template operations such as edge detection and morphological operations. It excludes other objects in motion to detect humans including cases of the partial occlusion of humans, rotation of the head and variation of skin colors. This algorithm is applicable where the memory space is limited and the time requirements are strict, such as in an embedded system. The experimental results show that it took about 0.35 seconds to process the algorithm after the scene study time
  • Keywords
    cameras; image recognition; image segmentation; motion estimation; embedded system; human detection; indoor environment; time-saving method; wide angle camera images; Cameras; Embedded system; Head; Humans; Image edge detection; Indoor environments; Morphological operations; Motion detection; Object detection; Skin; Embedded system; Human detection; Time saving; Wide angle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258804
  • Filename
    4028777