Research Article

An Online Full-Body Motion Recognition Method Using Sparse and Deficient Signal Sequences

Table 5

The recognition rate of PFM and PFM with graph constraint for trained actors with an increasing number of alternative motions.

Total alternative types 40 55 70 85 100

PFM 0.92 0.85 0.6 0.51 0.39
PFM with graph constraint 0.95 0.94 0.91 0.85 0.85