Vittorio Murino

Foto,  May 20, 2002
Position
Full Professor
Academic sector
INF/01 - INFORMATICS
Office
Ca' Vignal 2,  Floor 1,  Room 54
Telephone
045 802 7996
Fax
045 802 7068
E-mail
vittorio|murino*univr|it <== Replace | with . and * with @ to have the right email address.
Personal web page
http://profs.sci.univr.it/~swan
Service note
L'orario di ricevimento è sospeso. In caso di necessità contattare il docente via email.
Curriculum

Modules

Modules running in the period selected: 41.
Click on the module to see the timetable and course details.

Course Name Total credits Online Teacher credits Modules offered by this teacher
Bachelor's degree in Multimedia Information Technology (until 2008-2009) Digital Image and Sound Processing (2008/2009)   10    Laboratorio Immagini
Immagini
Masters in Intelligent and Multimedia Systems Pattern Recognition (2008/2009)   5    Teoria
Laboratorio
Bachelor's degree in Bioinformatics (until 2008-2009) Riconoscimento e classificazione per la bioinformatica (2008/2009)   7    Laboratorio
Teoria
Bachelor's degree in Multimedia Information Technology (until 2008-2009) Digital Image and Sound Processing (2007/2008)   10    Immagini
Laboratorio Immagini
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2007/2008)   5    Teoria
Laboratorio
Masters in Intelligent and Multimedia Systems Pattern Recognition (2007/2008)   5    Teoria
Laboratorio
Bachelor's degree in Multimedia Information Technology (until 2008-2009) Digital Image and Sound Processing (2006/2007)   10    Immagini
Laboratorio Immagini
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2006/2007)   5   
Masters in Intelligent and Multimedia Systems Pattern Recognition (2006/2007)   5   
Bachelor's degree in Multimedia Information Technology (until 2008-2009) Digital Image and Sound Processing (2005/2006)   10    Immagini
Laboratorio Immagini
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2005/2006)   5   
Masters in Intelligent and Multimedia Systems Pattern Recognition (2005/2006)   5   
Bachelor in Information Technology: Multimedia Digital Image and Sound Processing (2004/2005)   10      Immagini
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2004/2005)   5     
Masters in Intelligent and Multimedia Systems Pattern Recognition (2004/2005)   5     
Bachelor in Information Technology: Multimedia Digital Image and Sound Processing (2003/2004)   10      Teoria
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2003/2004)   5     
Bachelor in Computer Science (old system) Image Processing (2003/2004)   0     
Masters in Intelligent and Multimedia Systems Pattern Recognition (2003/2004)   5     
Bachelor in Information Technology: Multimedia Digital Image and Sound Processing (2002/2003)   10      Teoria
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2002/2003)   5     
Bachelor in Computer Science (old system) Image Processing (2002/2003)   0     
Masters in Intelligent and Multimedia Systems Pattern Recognition (2002/2003)   5     
Bachelor in Computer Science (until 2008-2009 academic year) Human-computer Interaction and Multimedia (2001/2002)   5     
Bachelor in Computer Science (old system) Image Processing (2001/2002)   0     
Bachelor in Information Technology: Multimedia Image Processing (2001/2002)   5     
Bachelor in Information Technology: Multimedia Image Processing: Principles (2001/2002)   0     
Bachelor in Computer Science (old system) Human-computer Interaction (2000/2001)   1     
Bachelor in Computer Science (old system) Image Processing: Principles (2000/2001)   0     
Bachelor in Computer Science (old system) Image Processing: Vision (2000/2001)   1     
Bachelor in Computer Science (old system) Computing workshop (1999/2000)   1     
Bachelor in Computer Science (old system) Image Processing: Principles (1999/2000)   1     
Bachelor in Computer Science (old system) Image Processing: Vision (1999/2000)   1     

 

Research groups

Visione ed elaborazione delle immagini e suoni (VIPS - Vision, Image Processing & Sound)
Computer Vision and Pattern Recognition, Image Processing, and Sound Analysis & Processing
Skills
Topic Description Research area
Behavior analysis The goal is to study human inner and outer behavior in order to find possible brain correlates with the (outer) expressive behavior. In the context of behavioral diseases (e.g., autism, schizophrenia, Alzhaimer, Mild Cognitive Impairment, etc.), the main idea is to exploit computer vision and pattern recognition techniques to analyse nonverbal human behavior (face, posture, gesture, etc.) as well as neuroimaging data so to identify possible correlations or characteristic biomarkers. This research not only would support early diagnosis of the pathology but also the monitoring of the effects of the pharmacological treatment. Sistemi intelligenti
Computing methodologies - Machine learning
Computer Vision Investigation of computational tools for the analysis of images and videos, with main goal of extracting useful information. In particular, 2D/3D object classification, 3D reconstruction, person detection and classification, video analysis and understanding, activity recognition, and in biometrics (face recognition and authentication, facial feature extraction, multimodal biometrics, behavioural biometrics) with application in video surveillance and biomedical image analysis. Sistemi intelligenti
Computing methodologies - Artificial intelligence
Image processing and computer vision Basic image processing, e.g. image enhancement, interpolation (digital zooming). Image processing applied to medical images, 2D and 3D segmentation, feature extraction, texture analysis. Optical flow extraction and processing. Computing Methodologies - IMAGE PROCESSING AND COMPUTER VISION
Modellazione statistica di dati multimediali Modellazione di immagini e video, utilizzando strumenti statistici e probabilistici, quali modelli generativi (misture di Gaussiane, modelli di Markov a stati nascosti), discriminativi (Kernel Machines) ed embedding generativi, in spazi euclidei e non. Tale modellazione porta ad applicazioni come riconoscimento e rivelamento di oggetti, tracking, che si collocano nell'ambito della video sorveglianza, analisi di dati medicali e nell'analisi di segnali sociali o social signal processing. In particolare, le mie specialità attuali sono la re-identificazione e la detection per la sorveglianza, la segmentazione e classificazione per l'analisi di segnali medicali e l'analisi di attività interattive per il social signal processing. Sistemi intelligenti
Computing methodologies - Artificial intelligence
Neuroimaging Data Analysis This domain regards the analysis of data coming from sensing devices measuring the brain strucural and functional information. The main utilised device is Magnetic Resonance Imaging (MRI) in its various modalities such as diffusion, structural, and functional MRI, as well as other sensors like EEG, fNIRS, MEG. The main goal is to better understanding brain functions by means of an integrated functional and structural analysis of the brain connectivity or of specific brain regions. This investigation is mainly performed with reference to neurological disorders - like autism and schizophrenia - and in comparison with control (healthy) subjects. Sistemi intelligenti
Computing methodologies - Machine learning
Pattern Recognition The main focus is on the study and development of automatic techniques and models able to extract information from real world data, typically in terms of classes or clusters. Special attention is on probabilistic models - like Hidden Markov Models, Mixtures, Topic Models - and on kernel machines - like Support Vector Machines. In these contexts the interest is in designing novel models/methodologies, like hybrid generative-discriminative methods, generative embeddings and kernels, novel classification or clustering schemes, model selection techniques and others. The focus is on reasoning on representation issues (how to extract features, how to process the original problem space) as well as on unconventional employment of standard techniques (like boosting or SVM for clustering). Another field of interest is the processing of sequential data (using for example Hidden Markov Model). Sistemi intelligenti
Computing methodologies - Machine learning
Sistemi avanzati per il riconoscimento Due sono gli ambiti principali di ricerca: 1) studio di descrittori di basso livello per addestrare classificatori avanzati; in questo caso, l'idea è di progettare descrittori compatti e informativi per l'object recognition e detection. Particolare enfasi viene data allo studio di descrittori giacenti su spazi non euclidei, come varietà Riemanniane, manipolando nozioni di Information Geometry 2) studio di tecniche di classificazione ibride generative e discriminative; qui l'obiettivo è di sfruttare le caratteristiche vincenti dei modelli generativi (misture di Gaussiane, modelli di Markov a stati nascosti, topic models) e dei modelli discriminativi (Support Vector Machines) combinandole attraverso meccanismi di embedding. In tal maniera, le misure di bontà dei classificatori risultanti superano quelle dei modelli di partenza. Sistemi intelligenti
Computing methodologies - Artificial intelligence
Video Surveillance and Monitoring This research aims at the analysis of people and the interpretation/recognition of human activities, possibly at the detection and prediction of events in unconstrained scenes, at individual, group and crowd level. In particular, the main target is on the analysis of nonverbal human behaviour, activities, and dialogue classification by considering vocal behavior, face & gazing, gesture & posture, space & environment. More specifically, the focus is on tracking and re-identification, object/person detection and classification, human pose estimation and activity recognition, automatic PTZ camera control, subjective surveillance, mobile sensing, data fusion. Sistemi intelligenti
Computing methodologies - Artificial intelligence
Projects
Title Starting date
Analisi e classificazione di comportamenti sociali mediante modelli grafici probabilistici generativi (PRIN 2008) 1/27/10
SAMURAI - Suspicious and abnormal Behaviour monitoring using a network of cameras and sensor for situation awareness enhancement 6/1/08
SIMBAD - Similarity-Based Pattern Analysis and Recognition 4/1/08
Analisi di immagini acquisite in tempi diiversi e stima delle eventuali variazioni 7/12/07
INtelligent Vision system for Industrial Automation (INVIA) - Joint Project 2005 3/13/07
Metodi generativi e discriminativi per classificazione e clustering di dati (PRIN 2006) 2/9/07
Sound synthesis by physical models of the piano 1/1/07
Ottimazione finale di un programma interattivo per la resa grafica di pavimentazioni a partire da immagini fotografiche - Parte 3 12/15/06
Adattamento del SW di calibrazione al Killing Sensing System e messa a punto del SW di processing per 3D Acoustic Camera 10/17/06
Sviluppo di un programma interattivo per la resa grafica di pavimentazioni ed opere in muratura a partire da immagini fotografiche - Parte 2 4/4/06
Sviluppo di un programma interattivo per la resa grafica di pavimentazioni ed opere in muratura a partire da immagini fotografiche - Parte 1 11/17/05
Studio di tecniche di analisi e sintesi multimodale per applicazioni di interazione intelligente utente – calcolatore. 10/1/05
Studio e sperimentazione di un sistema intelligente per la rilevazione automatica di difetti su flaconi ad uso farmaceutico 7/13/05
Implementazione Sistema Visione IA 11/10/04
Analysis and development of image processing algorithms in FPGA 10/1/04
Tecniche di analisi e sintesi multimodale per la realtà aumentata e l'interazione uomo–macchina 7/1/04
Studio e sviluppo di algoritmi di elaborazione dati 3D acustici di elevata risoluzione - Fase 1 2/6/04
Sistema di visione stereo per l'estrazione di dati tridimensionali in tempo reale 2/3/04
Sistema automatico di acquisizione e modellazione 3D a basso costo (LIMA3D) 12/1/03
Implementazione del Sistema di Visione IA 6/9/03
Ricostruzione e modellazione tridimensionale di oggetti e scene (2003) 1/1/03
Internationally Co-tutored PhD Program in Computer Science with specialization in Computer Vision, Pattern Recognition, and Image Processing 1/1/03
Tecniche di inseguimento basate su modelli per la navigazione di veicoli autonomi spaziali. 11/28/01
SOL The Sounding Landscape 10/10/01
AUREA Augmented Reality for Teleoperation of Free Flying Robots 5/20/01
SPA.DA. - Analisi ed elaborazione di informazione spaziale di tipo vettoriale e raster nei Sistemi Informativi Territoriali. 1/1/01
ARROV - Augmented Reality for Remotely Operated Vehicles based on 3D acoustical and optical sensors for underwater inspection and survey (project no. GRD1-2000-25409) 1/1/01





Vittorio Murino
Office Collegial Body
component Comitato Scientifico del Master in Comitato Scientifico del Master in Progettazione Multimediale e Video
Scientific committee for the Master in Medical Biomedical data and telecontrol Information technology Elaboration
component Teaching staff body for the master in Planning and Management of Network Systems
Scientific committee for the Masters in Multimedia and Video Creation
component Computer Science Department Council - Department Computer Science