Bicheng Yao

OpenVox: Real-time Instance-level Open-vocabulary Probabilistic Voxel Representation

In recent years, vision-language models (VLMs) have advanced open-vocabulary mapping, enabling mobile robots to simultaneously achieve environmental reconstruction and high-level semantic understanding. While integrated object cognition helps mitigate semantic ambiguity in point-wise feature maps, e