41 citations · 109 across the 18 of their papers we have counts for
4 papers · 1 filter
Active Regression with Adaptive Huber Loss
Jacopo Cavazza, Vittorio Murino
This paper addresses the scalar regression problem through a novel solution to exactly optimize the Huber loss in a general semi-supervised setting, which combines multi-view learn…
Revisiting Human Action Recognition: Personalization vs. Generalization
Andrea Zunino, Jacopo Cavazza, Vittorio Murino
By thoroughly revisiting the classic human action recognition paradigm, this paper aims at proposing a new approach for the design of effective action classification systems. Takin…
Predicting Human Intentions from Motion Only: A 2D+3D Fusion Approach
Andrea Zunino, Jacopo Cavazza, Atesh Koul +3
In this paper, we address the new problem of the prediction of human intents. There is neuro-psychological evidence that actions performed by humans are anticipated by peculiar mot…
Kernelized Covariance for Action Recognition
Jacopo Cavazza, Andrea Zunino, Marco San Biagio +1
In this paper we aim at increasing the descriptive power of the covariance matrix, limited in capturing linear mutual dependencies between variables only. We present a rigorous and…