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Table 4 Comparison of classification rates with[16] for indicated training numbers

From: Multiscale texture retrieval based on low-dimensional and rotation-invariant features of curvelet transform

Classification

Feature size

UIUCTex

KTH-TIPS

Brodatz

F KDE PO

840

71.41

90.83

92.00

F μσ PO

84

70.36

89.42

90.78

HSR + LSR SIFT [16]

40 × 128 = 5,120

98.00

92.70

94.00

HSR + LSR RIFT [16]

40 × 100 = 4,000

96.00

86.70

89.60

  1. Number of training images for UIUCTex, 20; KTH-TIPS, 40; Brodatz, 3.