Bingzhi Shen, Ruomei Nie, Haipeng Jiang, Zhishuai Yang, Mingrui Song, Siqi Chen, Xinwei Li. High-Resolution Hyperspectral Image Classification Based on Hybrid Convolutional Network[J]. Laser & Optoelectronics Progress, 2022, 59(24): 2428006
- Laser & Optoelectronics Progress
- Vol. 59, Issue 24, 2428006 (2022)
Fig. 1. Schematic of lightweight multi-scale pyramid hybrid pooling hybrid convolution network
Fig. 2. Classification results of different classification methods on WHU-Hi-LongKou dataset
Fig. 3. Classification results of different classification methods on WHU-Hi-HanChuan dataset
Fig. 4. Classification results of different classification methods on WHU-Hi-HongHu dataset
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Table 1. Class information of the WHU-Hi-LongKou dataset
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Table 2. Class information of the WHU-Hi-HanChuan dataset
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Table 3. Class information of the WHU-Hi-HongHu dataset
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Table 4. Number of parameters of different models
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Table 5. Classification accuracy of different methods on WHU-Hi-LongKou dataset(1% samples)
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Table 6. Classification accuracy of different methods on WHU-Hi-HanChuan dataset(2% samples)
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Table 7. Classification accuracy of different methods on WHU-Hi-HongHu dataset(2% samples)
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