Mining Motifs from Human Motion

This folder includes 6 example motifs discovered from the 32260-frame database using our method.
[In total, 166 motif instances were discovered and clustered into 50 groups.]

Each video shows one cluster of motif instances discovered from different motion clips in the dataset.
Each motif instance is performed by a skeleton.

Name of each avi file indicates the IDs of motifs instances in the cluster and a brief description of the motion content.
e.g. C3_5_44_80_81_82_120_MichaelJacksonDance.avi is one of the discovered clusters,
     which consists of 7 Michael Jackson-style dance instances.

It can be seen that our method can effectively identify similar motion segments regardless of temporal and spatial variations.