Table 3.

Comparison of recognition rates and speeds (in frames per second (FPS)) obtained on the Weizmann dataset with other state-of-the-art approaches. LOSO, leave-one-sequence-out.

Approach	Test	Rate	FPS
İkizler and Duygulu [35]	LOSO	100%	N/A
Tran and Sorokin [24]	LOSO/LOAO	100%	N/A
Fathi and Mori [36]	LOSO	100%	N/A
Cheema et al. [37]	LOSO	91.6%	56
Chaaraoui et al. [32]	LOAO	92.8%	124
Sadek et al. [38]	LOAO	97.8%	18
Guo et al. [39]	LOSO	97.8%	40
Our approach	LOSO/LOAO	100%	197