Siyu Wang, Xiaogang Yang, Ruitao Lu, Qingge Li, Jiwei Fan, Zhengjie Zhu. Infrared time-sensitive target detection technology based on cross-modal data augmentation[J]. Infrared and Laser Engineering, 2023, 52(9): 20220876
- Infrared and Laser Engineering
- Vol. 52, Issue 9, 20220876 (2023)
Fig. 1. Overview of two-stage model for IR time-sensitive target data augmentation
Fig. 2. Single-scale generative model structure
Fig. 3. Overall structure of Yolov5s target detection
Fig. 4. The CSP-A structure of adding attention mechanism
Fig. 5. Modality transfer partial training dataset
Fig. 6. Visible infrared image conversion results
Fig. 7. Partial generated image data
Fig. 8. Comparison of typical IR time-sensitive target detection results
Fig. 9. Test results on partial image
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Table 1. Comparison of modal transformation effects
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Table 2. Performance comparison before and after data augmentation
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Table 3. Comparison experiments of different detection methods
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Table 4. Ablation experiment results
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