@article{geosurdepthharnessingfoundationmodelfors, title = {GeoSurDepth: Harnessing Foundation Model for Spatial Geometry Consistency-Oriented Self-Supervised Surround-View Depth Estimation}, author = {Weimin Liu and Wenjun Wang and Joshua H. Meng}, year = {2026}, eprint = {2601.05839}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.05839}, }