Skip to main content

Table 7 Averaged time consumed (s) for training and testing (sparsity-based methods do not have training stage)

From: Concave-convex local binary features for automatic target recognition in infrared imagery

 

10%

20%

30%

40%

50%

60%

70%

80%

sCCLTP 8 , 1 + 16 , 2 + 24 , 3 riu2

0.032

0.056

0.075

0.079

0.086

0.073

0.064

0.045

sLTP 8 , 1 + 16 , 2 + 24 , 3 riu2

0.011

0.020

0.027

0.029

0.034

0.026

0.023

0.016

SPG_lasso

0.046

0.069

0.086

0.095

0.103

0.094

0.082

0.064

SparseLab_lasso

0.053

0.077

0.092

0.106

0.12

0.113

0.095

0.069

SparseLab_nnlasso

0.031

0.051

0.064

0.075

0.085

0.08

0.068

0.049

SparseLab_OMP

0.022

0.032

0.037

0.04

0.044

0.041

0.032

0.022