665 citations · 1.3k across the 35 of their papers we have counts for
3 papers · 2 filters
Revealing Structure in Large Graphs: Szemerédi's Regularity Lemma and its Use in Pattern Recognition
Marcello Pelillo, Ismail Elezi, Marco Fiorucci
Introduced in the mid-1970's as an intermediate step in proving a long-standing conjecture on arithmetic progressions, Szemerédi's regularity lemma has emerged over time as a funda…
Context Aware Nonnegative Matrix Factorization Clustering
Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo
In this article we propose a method to refine the clustering results obtained with the nonnegative matrix factorization (NMF) technique, imposing consistency constraints on the fin…
Interactive Image Segmentation Using Constrained Dominant Sets
Eyasu Zemene, Marcello Pelillo
We propose a new approach to interactive image segmentation based on some properties of a family of quadratic optimization problems related to dominant sets, a well-known graph-the…