Abstract: Stereo matching, a core research direction in binocular vision, has garnered significant attention for its cost-effectiveness in acquiring depth information. In neurosurgery, stereo matching ...

We introduce Multi-Cylindrical Panoramic Depth Estimation (MCPDepth), a novel two-stage framework designed to enhance omnidirectional depth estimation through stereo matching across multiple ...