Table 4.

Comparison of recognition rates and speeds obtained on the MuHAVi-8 dataset with other state-of-the-art approaches. LOVO, leave-one-view-out.

Approach	LOSO	LOAO	LOVO	FPS
Singh et al. [40]	97.8%	76.4%	50.0%	N/A
Eweiwi et al. [41]	98.5%	85.3%	38.2%	N/A
Cheema et al. [37]	95.6%	83.1%	57.4%	56
Chaaraoui et al. [31]	98.5%	95.6%	-	66
Our approach	100%	100%	82.4%	98