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Remote Sensing Image Segmentation Based on Multi-modal Feature Extraction and Hierarchical Perception
ZHANG Yinsheng, SHAN Mengjiao, CHEN Xin, CHEN Ge, TONG Junyi, JI Ru, SHAN Huilin
Journal of Geo-information Science, 2024, 26(12): 2741-2758.   DOI: 10.12082/dqxxkx.2024.240488

输入 操作 拓展大小 #out SE NL S
2242×3 conv2d - 16 - HS 2
1122×16 bneck，3×3 16 16 - RE 1
1122×16 DBB，3×3 64 24 - RE 2
562×24 bneck，3×3 72 24 - RE 1
562×24 DBB，5×5 72 40 √ RE 2
282×40 bneck，5×5 120 40 √ RE 1
282×40 bneck，5×5 120 40 √ RE 1
282×40 DBB，3×3 240 80 - HS 2
142×80 bneck，3×3 200 80 - HS 1
142×80 bneck，3×3 184 80 - HS 1
142×80 bneck，3×3 184 80 - HS 1
142×80 DBB，3×3 480 112 √ HS 1
142×112 bneck，3×3 672 112 √ HS 1
142×112 DBB，5×5 672 160 √ HS 2
72×160 bneck，5×5 960 160 √ HS 1
72×160 bneck，5×5 960 160 √ HS 1
72×160 conv2d，1×1 - 960 - HS 1
72×960 pool，7×7 - - - - 1
12×960 conv2d，1×1，NBN - 1280 - HS 1
12×1 280 conv2d，1×1，NBN - k - - 1
Tab. 1 The network structure of MobileNetV3
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