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Vittorio Murino

Vittorio Murino

Award Badge
Computer Science
Italy
2025

D-Index & Metrics

Computer Science

D-Index
66
Citations
19632
World Ranking
2301
National Ranking
35

Research.com Recognitions

  • 2025 - Research.com Computer Science in Italy Leader Award
  • 2023 - Research.com Computer Science in Italy Leader Award
  • 2022 - Research.com Computer Science in Italy Leader Award
  • 2006 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to the design of probabilistic (graphical) methods for pattern recognition.

Overview

Vittorio Murino is affiliated with the University of Verona in Italy and has a research focus primarily within the field of Computer Science. Their work spans several subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Cognitive Neuroscience, Signal Processing, and Radiology, Nuclear Medicine, and Imaging.

The scientist's publication record is extensive, with notable contributions featured in venues such as:

  • arXiv (Cornell University)
  • Image and Vision Computing
  • International Journal of Computer Vision
  • 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • CINECA IRIS Institutional Research Information System (University of Genoa)

Frequent research topics addressed by Vittorio Murino include:

  • Domain Adaptation and Few-Shot Learning
  • Human Pose and Action Recognition
  • Multimodal Machine Learning Applications
  • Video Surveillance and Tracking Methods
  • Speech and Audio Processing
  • COVID-19 Diagnosis Using AI
  • Anomaly Detection Techniques and Applications

Some of the recent scientific papers authored by or involving Vittorio Murino are:

  • "The human brain reveals resting state activity patterns that are predictive of biases in attitudes toward robots," 2020, Science Robotics
  • "Generative pseudo-label refinement for unsupervised domain adaptation," 2020, CINECA IRIS Institutional Research Information System (University of Genoa)
  • "Dual-Head Contrastive Domain Adaptation for Video Action Recognition," 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • "Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation," 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • "Intra-Camera Supervised Person Re-Identification," 2021, International Journal of Computer Vision

Vittorio Murino has collaborated frequently with a number of coauthors, including:

  • Pietro Morerio
  • Alessio Del Bue
  • Cigdem Beyan
  • Diego Sona
  • Marco Cristani

In terms of book contributions, Vittorio Murino has published with Springer Science+Business Media, including titles such as "Image Analysis and Processing - ICIAP 2022."

Recognition for contributions to the field includes being named a Fellow of the International Association for Pattern Recognition (IAPR) in 2006, specifically cited for work on the design of probabilistic (graphical) methods for pattern recognition.

Best Publications

  • Person re-identification by symmetry-driven accumulation of local features

    M. Farenzena;L. Bazzani;A. Perina;V. Murino

  • Custom Pictorial Structures for Re-identification

    Dong Seon Cheng;Marco Cristani;Michele Stoppa;Loris Bazzani

  • Generalizing to Unseen Domains via Adversarial Data Augmentation

    Riccardo Volpi;Hongseok Namkoong;Ozan Sener;John C. Duchi

  • Synthesis of unequally spaced arrays by simulated annealing

    V. Murino;A. Trucco;C.S. Regazzoni

  • Symmetry-driven accumulation of local features for human characterization and re-identification

    Loris Bazzani;Marco Cristani;Vittorio Murino

  • Sparse points matching by combining 3D mesh saliency with statistical descriptors

    Umberto Castellani;Marco Cristani;Simone Fantoni;Vittorio Murino

  • Audio Surveillance: A Systematic Review

    Marco Crocco;Marco Cristani;Andrea Trucco;Vittorio Murino

  • Re-identification with RGB-D sensors

    Igor Barros Barbosa;Marco Cristani;Alessio Del Bue;Loris Bazzani

  • Three-dimensional image generation and processing in underwater acoustic vision

    V. Murino;A. Trucco

  • Social interaction discovery by statistical analysis of F-formations.

    Marco Cristani;Loris Bazzani;Giulia Paggetti;Andrea Fossati

  • Adversarial Feature Augmentation for Unsupervised Domain Adaptation

    Riccardo Volpi;Pietro Morerio;Silvio Savarese;Vittorio Murino

  • Human behavior analysis in video surveillance: A Social Signal Processing perspective

    Marco Cristani;R. Raghavendra;Alessio Del Bue;Vittorio Murino

  • Stochastic optimization of linear sparse arrays

    A. Trucco;V. Murino

  • Multiple-Shot Person Re-identification by HPE Signature

    Loris Bazzani;Marco Cristani;Alessandro Perina;Michela Farenzena

  • Background subtraction for automated multisensor surveillance: a comprehensive review

    Marco Cristani;Michela Farenzena;Domenico Bloisi;Vittorio Murino

  • Multiple-shot person re-identification by chromatic and epitomic analyses

    Loris Bazzani;Marco Cristani;Alessandro Perina;Vittorio Murino

  • Audio-Visual Event Recognition in Surveillance Video Sequences

    M. Cristani;M. Bicego;V. Murino

  • Modality Distillation with Multiple Stream Networks for Action Recognition

    Nuno C. Garcia;Pietro Morerio;Vittorio Murino

  • A Hidden Markov Model-Based Approach to Sequential Data Clustering

    Antonello Panuccio;Manuele Bicego;Vittorio Murino

  • Multi-branch convolutional neural network for multiple sclerosis lesion segmentation.

    Shahab Aslani;Shahab Aslani;Michael Dayan;Loredana Storelli;Massimo Filippi

  • A distributed probabilistic system for adaptive regulation of image processing parameters

    V. Morino;G.L. Foresti;C.S. Regazzoni

Frequent Co-Authors

Marco Cristani
Marco Cristani University of Verona
Umberto Castellani
Umberto Castellani University of Verona
Andrea Fusiello
Andrea Fusiello University of Udine
Carlo S. Regazzoni
Carlo S. Regazzoni University of Genoa
Paolo Brambilla
Paolo Brambilla University of Milan
Alessandro Vinciarelli
Alessandro Vinciarelli University of Glasgow
Cristina Becchio
Cristina Becchio Italian Institute of Technology
Mário A. T. Figueiredo
Mário A. T. Figueiredo Instituto Superior Técnico
Nebojsa Jojic
Nebojsa Jojic Microsoft (United States)
Baochang Zhang
Baochang Zhang Beihang University

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