@ARTICLE{11175207, author={Chen, Bowen and Chen, Keyan and Yang, Mohan and Zou, Zhengxia and Shi, Zhenwei}, journal={IEEE Transactions on Geoscience and Remote Sensing}, title={SeG-SR: Integrating Semantic Knowledge Into Remote Sensing Image Super-Resolution via Vision-Language Model}, year={2025}, volume={63}, number={}, pages={1-15}, keywords={Semantics;Remote sensing;Image reconstruction;Superresolution;Feature extraction;Transformers;Modulation;Diffusion models;Data mining;Computer architecture;Remote sensing;semantic guidance;super-resolution (SR);vision-language model (VLM)}, doi={10.1109/TGRS.2025.3612420}}