Efficient Geometric Shape Recognition from Noisy Point Cloud Data using Core and Alpha-Core Bifiltrations

This paper introduces the core and alpha-core bifiltrations as efficient alternatives to the multicover bifiltration for recognizing geometric shapes from noisy point cloud data. The proposed bifiltrations are interleaved with the multicover bifiltration and enjoy similar stability properties.