yzbx / surveillance-video-system

a matlab surveillance video system

surveillance-video-system

a matlab surveillance video system

2015-09-04

homepage

• surviellance video system

foreground detection

• use bgslibrary.
• add background init.
• remove noise of foreground mask.
• remove abrupt mask change due to light change.

blob detection / blob feature extraction

• 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.

• Multi-Camera Object Tracking Challenge: fixed, non-overlapping videos.
• Multiple Object Tracking Benchmark 2D MOT 2015: fixed and unfixed, picture file.
• Visual Tracker Benchmark:

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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