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surveillance-video-system

a matlab surveillance video system

2015-09-04

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foreground detection

  • use bgslibrary.
  • add background init.
  • remove noise of foreground mask.
  • remove abrupt mask change due to light change.
  • use connected component analysis --> findContours --> SimpleBlobDetector
  • corner/point feature: surf,
  • edge/contour feature: ???
  • blob/area feature ???

object tracking / multi-object tracking

  • use kalman + hungarian
  • hierarchy tracking
  • graph-based / tree-based
  • energy-based

object recognization

object classification

event detection

wonderful dataset used in project.


bug for use DLib, but this can make compile success.

export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib:/home/yzbx/linux/miniconda2/lib

$: pkg-config --libs bgsawk: symbol lookup error: /home/yzbx/linux/miniconda2/lib/libreadline.so.6: undefined symbol: PC
awk: symbol lookup error: /home/yzbx/linux/miniconda2/lib/libreadline.so.6: undefined symbol: PC