Haoran LI, Wei XIONG, Yaqi CUI, Xiangqi GU, Pingliang XU. Enhancing Remote Sensing Image Unsupervised Hashing Cross-modal Correlation with Similarity Matrix[J]. Acta Photonica Sinica, 2023, 52(1): 0110003
- Acta Photonica Sinica
- Vol. 52, Issue 1, 0110003 (2023)
Fig. 1. The structure of the proposed model
Fig. 2. Remote sensing image and corresponding captions from the datasets
Fig. 3. Ablation experiment results（50% training）
Fig. 4. Ablation experiment results（70% training）
Fig. 5. Model performance under different parameter settings（mAP@20）
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Table 1. The mAP@20 comparison of different methods on the RSICD dataset
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Table 2. The mAP@20 comparison of different methods on the UCM dataset
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Table 3. The mAP@20 comparison of different methods after optimization
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Table 4. Ablation experiment results（50%training）
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Table 5. Ablation experiment results（70%training）
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