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The existing methods for Remote Sensing Image Change Captioning (RSICC) perform well in simple scenes but exhibit poorer performance in complex scenes.
“Describing and localizing multiple changes with transformers,”
Yue Qiu, Shintaro Yamamoto, Kodai Nakashima, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, and Yutaka Satoh, · 1960
Earlier work this paper cites.
“Robust change captioning,”
Dong Huk Park, Trevor Darrell, and Anna Rohrbach, · 2019
Earlier work this paper cites.
“Semicdnet: A semisupervised convolutional neural network for change detection in high resolution remote-sensing images,”
D. Peng, L. Bruzzone, Y. Zhang, H. Guan, H. Ding, and X. Huang, · 2020
Earlier work this paper cites.
“Building extraction from remote sensing images with sparse token transformers,”
Keyan Chen, Zhengxia Zou, and Zhenwei Shi, · 2021
Earlier work this paper cites.
“Captioning changes in bi-temporal remote sensing images,”
Seloua Chouaf, Genc Hoxha, Youcef Smara, and Farid Melgani, · 2021
Earlier work this paper cites.
“Remote sensing image change detection with transformers,”
Hao Chen, Zipeng Qi, and Zhenwei Shi, · 2021
Earlier work this paper cites.
“Nwpu-captions dataset and mlca-net for remote sensing image captioning,”
Qimin Cheng, Haiyan Huang, Yuan Xu, Yuzhuo Zhou, Huanying Li, and Zhongyuan Wang, · 2022
Earlier work this paper cites.
“A joint-training two-stage method for remote sensing image captioning,”
Xiutiao Ye, Shuang Wang, Yu Gu, Jihui Wang, Ruixuan Wang, Biao Hou, Fausto Giunchiglia, and Licheng Jiao, · 2022
Cited alongside, same era.
“Remote sensing image captioning based on multi-layer aggregated transformer,”
Chenyang Liu, Rui Zhao, and Zhenwei Shi, · 2022
Cited alongside, same era.
“Change captioning: A new paradigm for multitemporal remote sensing image analysis,”
Genc Hoxha, Seloua Chouaf, Farid Melgani, and Youcef Smara, · 2022
Cited alongside, same era.
“Remote sensing image change captioning with dual-branch transformers: A new method and a large scale dataset,”
Chenyang Liu, Rui Zhao, Hao Chen, Zhengxia Zou, and Zhenwei Shi, · 2022
Cited alongside, same era.
“A transformer-based siamese network for change detection,”
Wele Gedara Chaminda Bandara and Vishal M Patel, · 2022
Cited alongside, same era.
“Progressive scale-aware network for remote sensing image change captioning,”
Chenyang Liu, Jiajun Yang, Zipeng Qi, Zhengxia Zou, and Zhenwei Shi, · 2023
Closest in time.
“Changes to captions: An attentive network for remote sensing change captioning,”
Shizhen Chang and Pedram Ghamisi, · 2023
Closest in time.
“A decoupling paradigm with prompt learning for remote sensing image change captioning,”
Chenyang Liu, Rui Zhao, Jianqi Chen, Zipeng Qi, Zhengxia Zou, and Zhenwei Shi, · 2023
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“Bifa: Remote sensing image change detection with bitemporal feature alignment,”
Haotian Zhang, Hao Chen, Chenyao Zhou, Keyan Chen, Chenyang Liu, Zhengxia Zou, and Zhenwei Shi, · 2024
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“Rsprompter: Learning to prompt for remote sensing instance segmentation based on visual foundation model,”
Keyan Chen, Chenyang Liu, Hao Chen, Haotian Zhang, Wenyuan Li, Zhengxia Zou, and Zhenwei Shi, · 2024
Closest in time.
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“Global visual feature and linguistic state guided attention for remote sensing image captioning,”
Zhengyuan Zhang, Wenkai Zhang, Menglong Yan, Xin Gao, Kun Fu, and Xian Sun, · 2022
Cited alongside, same era.
“Implicit ray-transformers for multi-view remote sensing image segmentation,”
Zipeng Qi, Hao Chen, Chenyang Liu, Zhenwei Shi, and Zhengxia Zou, · 2023
Cited alongside, same era.
Chenyang Liu, Keyan Chen, Haotian Zhang, Zipeng Qi, Zhengxia Zou, and Zhenwei Shi, · 2024
Closest in time.