Multi-Scale Locality-Constrained Spatiotemporal Coding for Local Feature Based Human Action Recognition

Table 4

Comparison results with other methods (unit: %).

Methods	Year	Experiment setting	KTH	UCF sports	Weizmann
Zhu et al. [24]	2010	Split	94.92	84.33	—
Wu et al. [34]	2011	LOOCV	94.5	91.3	—
Escobar and Kornprobst [21]	2012	Split	90.56		99.26
Guha and Ward [25]	2012	LOOCV	—	91.1	98.9
Bregonzio et al. [36]	2012	LOOCV	94.33	—	96.66
Zhang et al. [35]	2012	LOOCV	95.06	87.33	—
Saghafi and Rajan [12]	2012	LOOCV	92.6	—	100
Deng et al. [15]	2013	LOOCV	96.91	88.4	100
LGSR + MLSC		LOOCV	98.5	93.5	100