Table 9 Leaf classification rate (%) in Swedish leaf
From: DTCTH: a discriminative local pattern descriptor for image classification
Techniques | Accuracy | Input |
|---|---|---|
Soderkvist, 2001 [97] | 82.40 | Contour |
SC + DP, 2007 [98] | 88.12 | Contour |
IDSC + DP, 2007 [98] | 94.13 | Contour |
SPTC + DP, 2007 [98] | 95.33 | Gray-scale |
Shape-Tree, 2007 [99] | 96.28 | Contour |
90.61 | Contour | |
SLPA, 2013 [100] | 96.33 | Gray-scale |
PRICoLBP + SVM | Â | Â |
with χ 2, 2014 [8] | 99.38 | Gray-scale |
LGP (SPM) LSVM, 2013 | 98.08 | Gray-scale |
OC-LBP (BoF) LSVM, | Â | Â |
2013 | 99.36 | Gray-scale |
LAID (SPM) LSVM, | Â | Â |
2013 | 99.33 | Gray-scale |
CLBP_S/M/C (SPM) LSVM, | Â | Â |
2010 | 98.53 | Gray-scale |
LTP (SPM) LSVM, 2010 | 98.20 | Gray-scale |
GIST + LSVM, 2001 | 96.08 | Gray-scale |
CENTRIST (SPM) LSVM, | Â | Â |
2011 | 97.44 | Gray-scale |
Proposed (DTCTH + LSVM) | 99.49 | Gray-scale |
Proposed (DTCTH + HI) | 99.52 | Gray-scale |