Hong Liu

GeoFusion: Geometric Consensus Learning and Anchored Feature Fusion for Multi-View Depth Estimation

Multi-view depth estimation is pivotal for 3D perception, particularly in collaborative scenarios requiring robust scene understanding. However, existing paradigms are often constrained by: (i) a reliance on photometric consistency for cost aggregation lacking explicit inter-view geometric verification, and (ii) symmet...