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Remote sensing change captioning (RSICC) aims to describe changes between bitemporal images in natural language.
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G. Hoxha, S. Chouaf, F. Melgani, and Y. Smara, “Change captioning: A new paradigm for multitemporal remote sensing image analysis,” IEEE Transactions on Geoscience and Remote Sensing , vol. 60, pp. 1–14, 2022
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C. Liu, R. Zhao, H. Chen, Z. Zou, and Z. Shi, “Remote sensing image change captioning with dual-branch transformers: A new method and a large scale dataset,” IEEE Transactions on Geoscience and Remote Sensing , vol. 60, pp. 1–20, 2022
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C. Chen, Y. Wang, and K.-H. Yap, “Multi-scale attentive fusion network for remote sensing image change captioning,” in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) . IEEE, May 2024, p. 1–5. [Online]. Available: http://dx.doi.org/10.1109/ISCAS58744.2024.10558583
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C. Liu, K. Chen, H. Zhang, Z. Qi, Z. Zou, and Z. Shi, “Change-agent: Toward interactive comprehensive remote sensing change interpretation and analysis,” IEEE Transactions on Geoscience and Remote Sensing , vol. 62, p. 1–16, 2024. [Online]. Available: http://dx.doi.org/10.1109/TGRS.2024.3425815
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——, “Asymmetric siamese networks for semantic change detection in aerial images,” IEEE Transactions on Geoscience and Remote Sensing , vol. 60, pp. 1–18, 2022
2022
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Z. Zhang, W. Zhang, M. Yan, X. Gao, K. Fu, and X. Sun, “Global visual feature and linguistic state guided attention for remote sensing image captioning,” IEEE Transactions on Geoscience and Remote Sensing , vol. 60, pp. 1–16, 2022
2022
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2023
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C. Cai, Y. Wang, and K.-H. Yap, “Interactive change-aware transformer network for remote sensing image change captioning,” Remote Sensing , vol. 15, no. 23, p. 5611, Dec. 2023
2023
Cited alongside, same era.
S. Chang and P. Ghamisi, “Changes to captions: An attentive network for remote sensing change captioning,” IEEE Transactions on Image Processing , 2023
2023
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Y. Li, X. Zhang, X. Cheng, P. Chen, and L. Jiao, “Inter-temporal interaction and symmetric difference learning for remote sensing image change captioning,” IEEE Transactions on Geoscience and Remote Sensing , 2024
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2024
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L. Ding, J. Zhang, H. Guo, K. Zhang, B. Liu, and L. Bruzzone, “Joint spatio-temporal modeling for semantic change detection in remote sensing images,” IEEE Transactions on Geoscience and Remote Sensing , 2024
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O. Karimli, I. Mustafazade, A. C. Karaca, and M. F. Amasyali, “Data augmentation in remote sensing image change captioning,” in 2024 IEEE 9th International Conference on Computer Science and Engineering , 2024, p. (waiting to be published in IEEE Xplore)
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