@article{bridgingsemanticsandgeometryadecoupledlv,
  title = {Bridging Semantics and Geometry: A Decoupled LVLM-SAM Framework for Reasoning Segmentation in Optical Remote Sensing},
  author = {Xu Zhang and Junyao Ge and Yang Zheng and Kaitai Guo and Jimin Liang},
  year = {2025},
  eprint = {2512.19302},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.19302},
}