Wenxiu Wang, Yutian Fu, Feng Dong, Feng Li. Infrared Ship Target Detection Method Based on Deep Convolution Neural Network[J]. Acta Optica Sinica, 2018, 38(7): 0712006
- Acta Optica Sinica
- Vol. 38, Issue 7, 0712006 (2018)
Fig. 1. Acquisition step marker-controlled watershed segmentation image
Fig. 2. Realization in detail
Fig. 3. CNN diagram
Fig. 4. Improved AlexNet
Fig. 5. Reorg implementation
Fig. 6. Flow chart of infrared ship target implementation with marker-controlled watershed and improved AlexNet
Fig. 7. Two effect pictures by marker-controlled watershed segmentation
Fig. 8. Effect pictures of infrared ship targets by marker-controlled watershed segmentation
Fig. 9. Segmentation time comparison between marker-controlled watershed method and Selective Search method
Fig. 10. Final recognition results
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Table 1. Structure of improved AlexNet
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