Shuqi Cao

Learning Deformation-Induced Shape Representations for Building Footprints via Self-Supervision

Effective shape representation of building footprints is essential for many geospatial analysis and applications, such as building retrieval, cartographic generalization, and urban morphology analysis. Constrained by scarce and coarse annotations of building shapes, self-supervis...