Feng Liu, Tongsheng Shen, Xinxing Ma. Convolutional Neural Network Based Multi-Band Ship Target Recognition with Feature Fusion[J]. Acta Optica Sinica, 2017, 37(10): 1015002
- Acta Optica Sinica
- Vol. 37, Issue 10, 1015002 (2017)
Fig. 1. Flow of the proposed algorithm
Fig. 2. Diagram of the network structure
Fig. 3. Contrast of parameters for different layers
Fig. 4. Examples in target identification database. (a) Cruise A; (b) cruise B; (c) fisher; (d) railway ferry; (e) warship; (f) merchant ship
Fig. 5. Dimension selection of fusion features
Fig. 6. Recognition rate matrices of the proposed method. (a) Proposed fusion recognition; (b) visible light; (c) medium-wave infrared; (d) long-wave infrared
Fig. 7. Partial images of false recognition
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Table 1. Structure and parameters of the neural network
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Table 2. Recognition rate comparison of different methods
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