@article{movsamasingleimagemovingobject, title = {MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep Thinking}, author = {Chang Nie and Yiqing Xu and Guangming Wang and Zhe Liu and Yanzi Miao and Hesheng Wang}, year = {2025}, eprint = {2504.06863}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.06863v1}, }