Research Article

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

Table 5

Overall accuracy (%) comparison with other method on the AID data set.

MethodsTraining ratioTraining ratio
20%50%

VGG-VD-16 [26]
VGG-TEX-Net-LF [27]
ResNet50-TEX-Net-LF [27]
Fine-tune MobileNet V2 [28]
Dual Attention-Aware Net [30]
EfficientNetB3 [25]
ResNet101+SENet [31]
CNN-CapsNet [32]
RADC-Net [33]
MG-CAP(Sqrt-E) [34]
Ours