@article{geomagavisionlanguagemodelforpixel,
  title = {GeoMag: A Vision-Language Model for Pixel-level Fine-Grained Remote Sensing Image Parsing},
  author = {Xianzhi Ma and Jianhui Li and Changhua Pei and Hao liu},
  year = {2025},
  eprint = {2507.05887},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.05887v1},
}