Tianyou Zhu, Lingfeng Huang, Feng Dong, Huixing Gong. Infrared-Remote-Sensing Ship Detection Based on Lightweight Residual Network[J]. Acta Optica Sinica, 2020, 40(1): 0111018
- Acta Optica Sinica
- Vol. 40, Issue 1, 0111018 (2020)
Fig. 1. Architecture of ship detection network
Fig. 2. Block of residual connection (Res-Conv2D)
Fig. 3. Ship models and infrared imaging system. (a) Infrared imaging system; (b) flume; (c) ship models; (d) surface ship
Fig. 4. Samples of ship dataset production. (a) Original data; (b) data labeled by LabelMe
Fig. 5. Variation of binary cross-entropy loss in training processing for four networks
Fig. 6. Variation of pixel accuracy in training processing for four networks
Fig. 7. Output results. (a) Input images; (b) output results of manual annotation; (c) output results of BS-Net; (d) output results of BRS-Net; (e) output results of TS-Net; (f) output results of TRS-Net
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Table 1. [in Chinese]
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