Xing Yi

UNIGEO: A UNIFIED 3D INDOOR OBJECT DETECTION FRAMEWORK INTEGRATING GEOMETRY-AWARE LEARNING AND DYNAMIC CHANNEL GATING

The growing adoption of robotics and augmented reality in real-world applications has driven considerable research interest in 3D object detection based on point clouds. While previous methods address unified training across multiple datasets, they fail to model geometric relationships in sparse poi…