AI RESEARCH

Gmd: Gaussian mixture descriptor for pair matching of 3D fragments

arXiv CS.CV

ArXi:2604.21519v1 Announce Type: new In the automatic reassembly of fragments acquired using laser scanners to reconstruct objects, a crucial step is the matching of fractured surfaces. In this paper, we propose a novel local descriptor that uses the Gaussian Mixture Model (GMM) to fit the distribution of points, allowing for the description and matching of fractured surfaces of fragments. Our method involves dividing a local surface patch into concave and convex regions for estimating the k value of.