Single-Object-Based Region Growth: Key Area Localization Model for Remote Sensing Image Scene Classification

Table 6

Overall accuracy (%) comparison with other method on NWPU-RESISC45 data set.

Methods	Training ratio	Training ratio
	10%	20%
ResNet101 [31]
VGG-16-CapsNet [32]
Inception-v3-CapsNet [32]
RADC-Net [33]
MG-CAP(bilinear) [34]
Fine-tune VGG16 [36]
Fine-tune GoogLeNet [36]
GANet [37]
MF^2Net [35]
ResNet34 + SFFM [38]
DS-CapsNet [39]
Ours