Intelligent 3D object recognition in complex scenes based on deep RGB–LiDAR fusion
A reliability-gated cross-modal fusion model, RG- CMF, is proposed for complex-scene 3D object recognition that integrates calibration-aware RGB–LiDAR alignment, dual- branch feature extraction, reliability-gated fusion, and geometry–semantic consistency optimization and suggests that explicit reliability modeling can...