Table 3: Identification accuracy (%) of different approaches.

Experiment 1 (6 species) Experiment 2 (12 species)
Feature NNC+ED LDA NNC+ED LDA
AVG STDEV AVG STDEV AVG STDEV AVG STDEV
HOG 77.03% 0.58% 83.19% 0.91% 46.84% 0.97% 67.09% 0.80%
LBP 79.27% 0.69% 94.18% 0.60% 57.65% 0.86% 88.33% 0.47%
LSP 80.99% 0.55% 97.85% 0.30% 60.65% 0.70% 91.07% 0.57%