Research Article

Automatic 3D Pollen Recognition Based on Convolutional Neural Network

Table 3

Ablation study on different parameters of the proposed method.

MethodPrecision (%)Top-1 error (%)False examples

CNN (baseline)76.6333.34
CNN + OLBP85.4628.75
CNN + SLKP88.2524.76
CNN + SLKP + OLBP90.6714.24