665 citations · 1.3k across the 35 of their papers we have counts for
9 papers · 1 filter
Is Data Clustering in Adversarial Settings Secure?
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò +3
Clustering algorithms have been increasingly adopted in security applications to spot dangerous or illicit activities. However, they have not been originally devised to deal with d…
DeepScores and Deep Watershed Detection: current state and open issues
Ismail Elezi, Lukas Tuggener, Marcello Pelillo +1
This paper gives an overview of our current Optical Music Recognition (OMR) research. We recently released the OMR dataset \emph{DeepScores} as well as the object detection method…
Characterization of Visual Object Representations in Rat Primary Visual Cortex
Sebastiano Vascon, Ylenia Parin, Eis Annavini +3
For most animal species, quick and reliable identification of visual objects is critical for survival. This applies also to rodents, which, in recent years, have become increasingl…
Ancient Coin Classification Using Graph Transduction Games
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo
Recognizing the type of an ancient coin requires theoretical expertise and years of experience in the field of numismatics. Our goal in this work is automatizing this time consumin…
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets
Leulseged Tesfaye Alemu, Marcello Pelillo
Aggregating different image features for image retrieval has recently shown its effectiveness. While highly effective, though, the question of how to uplift the impact of the best…
A Graph Transduction Game for Multi-target Tracking
Tewodros Mulugeta Dagnew, Dalia Coppi, Marcello Pelillo +1
Semi-supervised learning is a popular class of techniques to learn from labeled and unlabeled data. The paper proposes an application of a recently proposed approach of graph trans…