Jun-ming LIU, Wei-hua MENG. Infrared Small Target Detection Based on Fully Convolutional Neural Network and Visual Saliency[J]. Acta Photonica Sinica, 2020, 49(7): 710003
- Acta Photonica Sinica
- Vol. 49, Issue 7, 710003 (2020)
Fig. 1. Proposed detection scheme
Fig. 2. Detection schemes of different algorithms
Fig. 3. Typical fully convolutional neural networks for infrared small target detection.
Fig. 4. Proposed fully convolutional neural network
Fig. 5. Typical target image based on 2D Gaussian model
Fig. 6. Typical infrared images with small targets
Fig. 7. Segmentation results of different networks
Fig. 8. ROC curve of proposed algorithms with and without contrast feature
Fig. 9. Test images and results of seven algorithms
Fig. 10. ROC curves of different algorithms
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Table 1. Comparation of different design choices of proposed network
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Table 2. Performance of different networks
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Table 3. G of different algorithms on 8 test images
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Table 4. B of different algorithms on 8 test images
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Table 5. Average run time of different algorithms
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