Hanrui Cheng

GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth

Video depth estimation extends monocular prediction into the temporal domain to ensure coherence. However, existing methods often suffer from spatial blurring in fine-detail regions and temporal inconsistencies. We argue that current approaches, which primarily rely on temporal smoothing via Transfo…