Skip to main content
EURASIP Journal on Image and Video Processing

Table 3 The effect of different classifiers on detection performance

From: Automated detection of elephants in wildlife video

Classifier

D(%)

FP(%)

SVM RBF

93.0

6.6

Linear SVM

82.7

5.5

NN

93.4

10.4

KNN

84.9

5.6

LDA (linear)

91.2

10.6

LDA (quadratic)

88.9

13.9

  1. The SVM with RBF kernel outperforms all other evaluated classifiers.
Back to article page