Zhiying Hu

Communication-efficient collaborative 4D mapping via federated temporal Gaussian pruning and knowledge-distilled neural radiance fields for post-disaster rescue robotics

Post-disaster rescue operations demand real-time, collaborative 4D mapping of dynamic ruins, yet severely damaged communication infrastructure and limited edge computing resources make conventional neural radiance fields and 3D Gaussian splatting impractical: they lack temporal r...