Table 8 inference time of different models used in this research when applied to Flevoland dataset.

From: PolSAR image classification using shallow to deep feature fusion network with complex valued attention

Model

Inference time (min)

Time/sample (\(\times 10^{-3}\) s)

SVM

4.29

0.33

ResNet

4.89

0.35

VGG19

3.86

0.29

2D-CVNN

1.59

0.12

WaveletCNN

2.11

0.16

CV-CNN-SE

3.12

0.26

3D-CVNN

4.52

0.35

CV-ASDF2Net

3.51

0.27

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