Classification methods of a small sample target object in the sky based on the higher layer visualizing feature and transfer learning deep networks

EURASIP Journal on Wireless Communications and Networking

Table 1 Classification performance comparative results in two kinds of different target objects

Visualizing feature extraction mode		Classification performance
Visualizing feature extraction mode		Precision (%)	Recall (%)	Accuracy (%)	F1-Measure (%)
Lower layer visualizing feature	Color	83.33	80	80.21	86
Lower layer visualizing feature	Texture	84.55	82	80.53	85
Higher layer visualizing feature paper proposed		91.75	84	82.15	87