A Novel Normalized-Cut Solver with Nearest Neighbor Hierarchical Initialization.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3279394
Abstract: Normalized-Cut (N-Cut) is a famous model of spectral clustering. The traditional N-Cut solvers are two-stage: 1) calculating the continuous spectral embedding of normalized Laplacian matrix; 2) discretization via K-means or spectral rotation. However, this paradigm… read more here.
Keywords: normalized cut; cut; cut solver; initialization ... See more keywords