A geometry-faithful RPC-consistent protocol for satellite multi-view features shows semantic similarity does not guarantee geometric matchability and that 2D backbones remain competitive with 3D-aware models under proper constraints.
Deep learning based domain adaptation methods in remote sensing: A comprehensive survey,
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Geometric Consistency Protocol for Foundation Model Features in Multi-View Satellite Imagery
A geometry-faithful RPC-consistent protocol for satellite multi-view features shows semantic similarity does not guarantee geometric matchability and that 2D backbones remain competitive with 3D-aware models under proper constraints.