Zexing Du, Jinyong Yin, Jian Yang. Remote Sensing Image Detection Based on Dense Connected Networks[J]. Laser & Optoelectronics Progress, 2019, 56(22): 222803
- Laser & Optoelectronics Progress
- Vol. 56, Issue 22, 222803 (2019)
Fig. 1. Design of expanding block. (a) Structure of expanding block; (b) receptive field of expanding block
Fig. 2. Structure of dense connected network
Fig. 3. Structure of network
Fig. 4. Structure of pre-trained network
Fig. 5. Divide the target into large, medium, and small sizes
Fig. 6. Partial detection results
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Table 1. Object size division standard
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Table 2. Effect of number of dense blocks on detection results under the same network depth
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Table 3. Experimental results obtained by changing the number of feature layers and network depth when number of dense block is 4
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Table 4. Comparison of detection results of different algorithms
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Table 5. Improvement effect of network
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