Smart community abnormality alarm system and method based on target track analysis
A technology of target trajectory and abnormal alarm, applied in alarms, anti-theft alarms, instruments, etc., can solve the problems of burglary, inconvenient movement of robots, unfavorable community security and stability, etc., and achieve the effect of preventing damage
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[0119] In one embodiment, the method also includes:
[0120] Step A, establishing a non-abnormal trajectory template by means of clustering; and,
[0121] The establishment of non-abnormal trajectory templates by clustering includes:
[0122] Step A1, taking each sample trajectory as a cluster, calculating the ratio of the overlap between different clusters to the length of the entire trajectory, and calculating the difference inversely proportional to the ratio as the distance between different clusters;
[0123] Step A2, merging the two closest clusters among all clusters to obtain a new cluster;
[0124] Step A3, repeating the merging of clusters until the number of clusters drops to the set number threshold, or until the distance between any two clusters in the remaining clusters exceeds the set distance threshold, and will stop merging the remaining clusters after the cluster as a trajectory template.
[0125] In one embodiment, in step A1, before the distance is calcu...
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