Table 11 7-class expression recognition rate (%) in CK+
From: DTCTH: a discriminative local pattern descriptor for image classification
Techniques | Accuracy |
|---|---|
AUDN, 2013 [104] | 92.05 |
SPTS, 2006 [69] | 50.40 |
CAPP, 2006 [69] | 66.70 |
SPTS + CAPP, 2006 [69] | 83.30 |
LDN + LSVM, 2013 [50] | 89.30 |
NABP + Adaboost, 2015 [17] | 92.17 |
LBP + Adaboost, 2006 [17] | 88.67 |
LTP + Adaboost, 2010 [17] | 89.65 |
LGP + Adaboost, 2013 [17] | 83.10 |
HOG + Adaboost, 2005 [17] | 89.69 |
OC-LBP + BoF + LSVM, 2013 | 84.20±4.90 |
LAID (SPM) LSVM, 2013 | 92.76 |
CLBP_S/M/C (SPM) LSVM, 2010 | 87.47 |
CENTRIST (SPM) LSVM, 2011 | 88.70±4.37 |
Proposed (DTCTH + LSVM) | 93.99±5.83 |
Proposed (DTCTH + HI) | 93.82±5.52 |