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Journal of Sensors
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2022
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Article
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Tab 4
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Research Article
[Retracted] Advances in Hyperspectral Image Classification with a Bottleneck Attention Mechanism Based on 3D-FCNN Model and Imaging Spectrometer Sensor
Table 4
Performances of different network depths for the 3D-CNN and 3D-FCNN models.
Model
Dataset
3
5
7
9
11
3D-CNN
IP
87.78
99.07
77.69
75.76
73.04
PC
95.62
98.93
97.03
96.22
95.00
UP
93.79
94.01
95.72
95.11
94.25
BS
88.04
90.69
88.96
87.13
85.64
SV
93.08
94.40
94.05
93.33
92.57
3D-FCNN
IP
89.60
99.25
98.51
96.35
95.63
PC
99.33
99.63
99.68
98.72
97.77
UP
94.80
98.25
98.49
98.55
98.41
BS
88.44
96.13
97.02
95.45
94.28
SV
93.76
96.38
96.97
95.87
95.44