activity
20172025
most citedEmotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices

2 citations · 2 across the 6 of their papers we have counts for

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10 papers · 1 filter

cs.CV2025

Spike-TBR: a Noise Resilient Neuromorphic Event Representation

Gabriele Magrini, Federico Becattini, Luca Cultrera +3

Event cameras offer significant advantages over traditional frame-based sensors, including higher temporal resolution, lower latency and dynamic range. However, efficiently convert…

cs.CV2025

FRED: The Florence RGB-Event Drone Dataset

Gabriele Magrini, Niccolò Marini, Federico Becattini +4

Small, fast, and lightweight drones present significant challenges for traditional RGB cameras due to their limitations in capturing fast-moving objects, especially under challengi…

cs.CV2025

EV-Flying: an Event-based Dataset for In-The-Wild Recognition of Flying Objects

Gabriele Magrini, Federico Becattini, Giovanni Colombo +1

Monitoring aerial objects is crucial for security, wildlife conservation, and environmental studies. Traditional RGB-based approaches struggle with challenges such as scale variati…

cs.CV2024

Neuromorphic Drone Detection: an Event-RGB Multimodal Approach

Gabriele Magrini, Federico Becattini, Pietro Pala +2

In recent years, drone detection has quickly become a subject of extreme interest: the potential for fast-moving objects of contained dimensions to be used for malicious intents or…

cs.CV2022

Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices

Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti +3

We propose an automatic method to estimate self-reported pain based on facial landmarks extracted from videos. For each video sequence, we decompose the face into four different re…

cs.CV2020

Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices

Ettore Maria Celozzi, Luca Ciabini, Luca Cultrera +4

In this paper, a model is presented to extract statistical summaries to characterize the repetition of a cyclic body action, for instance a gym exercise, for the purpose of checkin…