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What is Collaborative 3D Surface Reconstruction about?

The document presents CoSurfGS, a collaborative framework for large-scale 3D surface reconstruction using distributed learning. It addresses challenges such as high memory costs and time consumption by implementing Local Model Compression (LMC) and Model Aggregation Schemes (MAS) to enhance surface quality and reduce GPU memory usage. Extensive experiments demonstrate that CoSurfGS achieves superior performance in surface reconstruction and novel view synthesis compared to existing methods.

Author

1245354931

Language

EN