密集特征哈希的遥感场景分类
李国祥, 夏国恩, 白丽明, 马文斌
Remote sensing image classification based on DenseNet feature hashing
LI Guoxiang, XIA Guo’en, BAI Liming, MA Wenbin
表2
与迁移学习算法对比
Tab.2
Comparison of transfer learning algorithm (%)
预训练网络
UC Merced
WHU
NWPU
AlexNet
89.80
93.16
77.81
VGG19
[
21
]
92.00
95.03
85.84
GoogleNet
[
22
]
92.50
93.18
88.16
ResNet-50
[
2
]
95.50
95.56
93.68
NetVlad
[
23
]
91.15
95.98
82.62
DenseNet
[
3
]
96.70
96.88
94.78
本文算法
98.21
99.02
96.49