Liguo Zhang, Shengchun Sun, Lei Wang, Mei Jin, Yong Zhang, Bo Liu. Band Selection Algorithm Based on Inter-Class Separability[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0428003
- Laser & Optoelectronics Progress
- Vol. 59, Issue 4, 0428003 (2022)
Fig. 1. Three-dimensional data cube of hyperspectral image
Fig. 2. Band selection flowchart
Fig. 3. SVM classification results of different algorithms. (a) Ground truth; (b) all band; (c) ABS algorithm; (d) proposed algorithm
Fig. 4. SVM classification results of different algorithms. (a) Ground truth; (b) all band; (c) ABS algorithm; (d) proposed algorithm
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Table 1. Band selection results on PaviaU dataset
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Table 2. Comparison of classification accuracy and time on PaviaU dataset
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Table 3. Band selection results on Salinas dataset
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Table 4. Comparison of classification accuracy and time on Salinas dataset
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