Hong-Tao Pan

Large model-driven semantic SLAM for path planning in complex environments

A large-model-driven vision-language cross-modal semantic SLAM and heuristic topology planning architecture that achieves zero-sample 3D geometric matching of open vocabularies through a deep dual-stream feature network and designs a semantic confidence-weighted core optimization mechanism to effectively suppress multi...