Publications

Investigating Foundation Models, Disentanglement and Latent Alignment for Subject-Independent EEG Learning

Lia Schmid, Jacopo Burger, Alessandro D’Amelio and Raffaella Lanzarotti

International Conference on Multimodal Interaction (ICMI 2026), pp. 790–799

Slow-fast frequency decomposition for forecasting human hand articulation

Francesco Agnelli, Giuliano Grossi and Jianyi Lin

Pattern Recognition Letters, vol. 210, pp. 96–101

Assessing glymphatic role in the association between choroid plexus enlargement and white matter lesions load: The uncertain path through diffusion tensor imaging along the perivascular space (DTI-ALPS)

Luca Sacchi, Valentina Veronesi, Giorgio Bocca, Lia Schmid, Federico D’Agata, Corrado Campisi, Balázs Örzsik, Marina Arcaro, Chiara Fenoglio, Tiziana Carandini, Manuela Pintus, Anna Margherita Pietroboni et al.

Journal of Alzheimer s Disease

Clinical validation of a handheld structured light device for 3D facial morphometric

Annalisa Cappella, Alessandro D’Amelio, Riccardo Solazzo, Claudia Dolci, Jacopo Burger, Giuseppe Maurizio Facchi, Daniele Maria Gibelli, Giuliano Grossi, Raffaella Lanzarotti, Chiarella Sforza and Gianluca Martino Tartaglia

Scientific Reports

Remote physiological measurement: Novel algorithms and application areas

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Nicolai Spicher and Jinseok Lee

Biomedical Signal Processing and Control, vol. 126

On the state of protein function prediction: a report on the fourth CAFA challenge

Rashika Ramola, M. Clara De Paolis Kaluza, Damiano Piovesan, Yisu Peng, Parnal Joshi, Mahta Mehdiabadi, Federica Quaglia, Rita Pancsa, Lucia Beatriz Chemes, Hongryul Ahn, Adrian Altenhoff, Ehsaneddin Asgari et al.

bioRxiv (Cold Spring Harbor Laboratory)

Deep-learning based quantitative evaluation of postoperative atelectasis following right upper lobectomy

Devanish Narasimhasanth Kamtam, Giuseppe Maurizio Facchi, Nicole Lin, Lillian L. Tsai, Natalie S. Lui, Irmina A. Elliott, Doug Z. Liou, Leah Monique Backhus, Mark F. Berry, H. Henry Guo, Curtis P. Langlotz and Joseph B. Shrager

npj Digital Medicine, vol. 9

Ethyl Glucuronide in Hair: A 10‐Year Overview

Sara Casati, Alessandro Ravelli, Roberta F. Bergamaschi, Caterina Fabbri, Erika Palmisano, Andrea Ostinelli, Gabriella Roda, Giuseppe Maurizio Facchi and Marica Orioli

Drug Testing and Analysis, vol. 18, pp. 518–529

Choroid plexus segmentation in MRI using the novel T1×FLAIR modality and PSU-Mamba: projective scan U-Mamba approach

Lia Schmid, Giuseppe Maurizio Facchi, Francesco Agnelli, Giorgio Bocca, Luca Sacchi and Raffaella Lanzarotti

Pattern Recognition Letters, vol. 202, pp. 1–7

Automated 3D cephalometry: A lightweight V-net for landmark localization on CBCT

Benedetta Baldini, Giulia Rubiu, Marco Serafin, Marco Bologna, Giuseppe Maurizio Facchi, Giuseppe Baselli and Gianluca Martino Tartaglia

Computerized Medical Imaging and Graphics, vol. 128

Unravelling Neurodivergent Gaze Behaviour Through Visual Attention Causal Graphs

Giuseppe Cartella, Vittorio Cuculo, Alessandro D’Amelio, Rita Cucchiara and Giuseppe Boccignone

Lecture notes in computer science, pp. 586–597

Seeing Beyond: Unlocking Image Emotion with Contextual Depths

Federico Cozzi, Andrea D’Eusanio and Giuseppe Boccignone

Lecture notes in computer science, pp. 29–40

The Neural Race Model

Omar Ghezzi, Alessandro D’Amelio, Vittorio Cuculo, Rita Cucchiara and Giuseppe Boccignone

Advances in Neural Information Processing Systems (NeurIPS 2026)

EEG-Based Mental Stress Detection: A Comparative and Explainable Study Across Tasks and Subjects

Francesco Agnelli, Giorgio Blandano, Jacopo Burger, Alessandro D’Amelio, Giuseppe Maurizio Facchi, Omar Ghezzi, Raffaella Lanzarotti and Lia Schmid

Lecture notes in computer science, pp. 17–28

A Study on Multimodal Foundation Models for Affective Video Prediction

Francesco Agnelli, Mirko Ditroia, Giorgio Blandano, Alessandro D’Amelio, Omar Ghezzi, Marco De Paoli and Raffaella Lanzarotti

Lecture notes in computer science, pp. 224–235

Marfan Syndrome Prediction Via Graph Neural Networks on 3D Facial Cues

Giuseppe Maurizio Facchi, Jacopo Taurino, Annalisa Cappella, Francesco Agnelli, Jacopo Burger, Riccardo Solazzo, Alessandro D’Amelio, Nathasha Samali Udugampolage, Raffaella Lanzarotti, Chiarella Sforza, Gianluca Martino Tartaglia, Giuliano Grossi et al.

IEEE Journal of Biomedical and Health Informatics, vol. PP, pp. 1–12

SplineEQNet: Gated Frequency Equalization for 3D Hand Motion Forecasting

Francesco Agnelli, Jianyi Lin and Giuliano Grossi

SSRN Electronic Journal

Association between Klotho levels in cerebrospinal fluid and choroid plexus enlargement in neurodegeneration

Luca Sacchi, Marina Arcaro, Giorgio Bocca, Lia Schmid, Tiziana Carandini, Laura Ghezzi, Manuela Pintus, Anna Margherita Pietroboni, Chiara Fenoglio, María Serpente, Giorgio Conte, Fabio Maria Triulzi et al.

Frontiers in Aging Neuroscience, vol. 17

Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction

Giuseppe Cartella, Vittorio Cuculo, Alessandro D’Amelio, Marcella Cornia, Giuseppe Boccignone and Rita Cucchiara

IEEE/CVF International Conference on Computer Vision (ICCV), pp. 16206–16216

From stethoscope to ultrasound: an Italian survey of nephrology ultrasound practice

Paolo Luca Maria Lentini, Michele Antonio Prencipe, Maurizio Garozzo, Fulvio Fiorini, Alessandro D’Amelio, Mauro Forcella, Alessio Montanaro, Federica Baciga, Antonio Raffaele Michele Granata, Giovanni Santarsia, Yuri Battaglia, On behalf of the Working Group on Integrated Imaging and Interventional Nephrology of the Italian Society of Nephrology et al.

Journal of Nephrology, vol. 38, pp. 2909–2917

Remote Respiration Measurement with RGB Cameras: A Review and Benchmark

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti and Sabrina Patania

ACM Computing Surveys, vol. 58, pp. 1–36

Virtual Reality Game-Based Classification of Arachnophobia: A Two-Step Clustering Approach

Susanna Brambilla, Marco Ligabue, Simone Abate, Giuseppe Boccignone, N. Alberto Borghese and Laura Anna Ripamonti

IEEE Conference on Games (CoG), pp. 1–8

Etherea: a Video Game for Individuals With Motor Disabilities With Eye-Tracking-Based Interaction

Edoardo Carrer, Susanna Brambilla, Marco Ligabue, Eleonora Chitti, Giuseppe Boccignone, N. Alberto Borghese and Laura Anna Ripamonti

pp. 1–8

ECoGNet: an EEG-based Effective Connectivity Graph Neural Network for Brain Disorder Detection

Jacopo Burger, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

pp. 1–8

Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection

Giuseppe Maurizio Facchi, Giuliano Grossi, Alessandro D’Amelio, Francesco Agnelli, Chiarella Sforza, Gianluca Martino Tartaglia and Raffaella Lanzarotti

Pattern Recognition Letters, vol. 195, pp. 16–22

Stress Assessment in Virtual Reality Horror Games Using Players' Behavioral and Physiological Data

Susanna Brambilla, Giuseppe Boccignone, N. Alberto Borghese and Laura Anna Ripamonti

IEEE Transactions on Games, vol. 17, pp. 827–838

KA-GCN: Kernel-Attentive Graph Convolutional Network for 3D face analysis

Francesco Agnelli, Giuseppe Maurizio Facchi, Giuliano Grossi and Raffaella Lanzarotti

Array, vol. 26

Enhancing 3D Face Analysis Using Graph Convolutional Networks with Kernel-Attentive Filters

Francesco Agnelli, Omar Ghezzi, Giorgio Blandano, Jacopo Burger, Giuseppe Maurizio Facchi and Lia Schmid

ACM/SIGAPP Symposium on Applied Computing (SAC), pp. 638–644

TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes

Alessandro D’Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara and Giuseppe Boccignone

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 8786–8795

ScanDDM: Generalised Zero-Shot Neuro-Dynamical Modelling of Goal-Directed Attention

Alessandro D’Amelio, Manuele Lucchi and Giuseppe Boccignone

Lecture notes in computer science, pp. 234–244

VATE: A Large Scale Multimodal Spontaneous Dataset for Affective Evaluation

Francesco Agnelli, Giuliano Grossi, Alessandro D’Amelio, Marco De Paoli and Raffaella Lanzarotti

Lecture notes in computer science, pp. 204–222

Time Is on My Side: Scene Graph Filtering for Dynamic Environment Perception in an LLM-Driven Robot

Simone Colombani, Luca Brini, Dimitri Ognibene and Giuseppe Boccignone

Qeios

CliffPhys: Camera-Based Respiratory Measurement Using Clifford Neural Networks

Omar Ghezzi, Giuseppe Boccignone, Giuliano Grossi, Raffaella Lanzarotti and Alessandro D’Amelio

Lecture notes in computer science, pp. 221–238

One to rule them all: natural language to bind communication, perception and action

Simone Colombani, Dimitri Ognibene and Giuseppe Boccignone

arXiv (Cornell University)

Time is on my sight: scene graph filtering for dynamic environment perception in an LLM-driven robot

Simone Colombani, Luca Brini, Dimitri Ognibene and Giuseppe Boccignone

arXiv (Cornell University)

Enhancing rPPG pulse-signal recovery by facial sampling and PSD Clustering

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

Biomedical Signal Processing and Control, vol. 101

2S-SGCN: A two-stage stratified graph convolutional network model for facial landmark detection on 3D data

Jacopo Burger, Giorgio Blandano, Giuseppe Maurizio Facchi and Raffaella Lanzarotti

Computer Vision and Image Understanding, vol. 250

Predicting Engagement of Older People’s Virtual Teams from Video Call Analysis

Nicoletta Noceti, Simone Campisi, Alice Chirico, Vittorio Cuculo, Giuliano Grossi, Monica Michelotto, Francesca Odone, Andrea Gaggioli and Raffaella Lanzarotti

International Journal of Human-Computer Interaction, vol. 41, pp. 9097–9108

Trends, Applications, and Challenges in Human Attention Modelling

Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone and Rita Cucchiara

pp. 7971–7979

Gender Classification via Graph Convolutional Networks on 3D Facial Models

Giorgio Blandano, Jacopo Burger, Annalisa Cappella, Claudia Dolci, Giuseppe Maurizio Facchi, Federico Pedersini, Chiarella Sforza and Gianluca Martino Tartaglia

ACM/SIGAPP Symposium on Applied Computing (SAC), pp. 482–489

Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation

Sabrina Patania, Alessandro D’Amelio, Vittorio Cuculo, Matteo Limoncini, Marco Ghezzi, Vincenzo Conversano and Giuseppe Boccignone

Lecture notes in computer science, pp. 133–144

Pain Classification and Intensity Estimation Through the Analysis of Facial Action Units

Federica Paolì, Andrea D’Eusanio, Federico Cozzi, Sabrina Patania and Giuseppe Boccignone

Lecture notes in computer science, pp. 229–241

Tuning Stressful Experience in Virtual Reality Games

Susanna Brambilla, Giuseppe Boccignone, N. Alberto Borghese, Daniele Croci and Laura Anna Ripamonti

Biannual Conference of the Italian SIGCHI Chapter (CHItaly), pp. 1–8

FabricTouch: A Multimodal Fabric Assessment Touch Gesture Dataset to Slow Down Fast Fashion

Temitayo Olugbade, Lili Lin, Alice Sansoni, Nihara Warawita, Yuanze Gan, Xijia Wei, Bruna Beatriz Petreca, Giuseppe Boccignone, Douglas Atkinson, Youngjun Cho, Sharon L. Baurley and Nadia Bianchi‐Berthouze

International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 1–8

StrEx: Towards a Modulator of Stressful Experience in Virtual Reality Games

Susanna Brambilla, Giuseppe Boccignone, N. Alberto Borghese, Daniele Croci and Laura Anna Ripamonti

IEEE Conference on Games (CoG)

An Evaluation of Non-Contact Photoplethysmography-Based Methods for Remote Respiratory Rate Estimation

Giuseppe Boccignone, Alessandro D’Amelio, Omar Ghezzi, Giuliano Grossi and Raffaella Lanzarotti

Sensors, vol. 23

Inferring Causal Factors of Core Affect Dynamics on Social Participation through the Lens of the Observer

Alessandro D’Amelio, Sabrina Patania, Sathya Buršić, Vittorio Cuculo and Giuseppe Boccignone

Sensors, vol. 23

Real-time face mask position recognition system based on MobileNet model

Md Hafizur Rahman, Mir Kanon Ara Jannat, Md Shafiqul Islam, Giuliano Grossi, Sathya Buršić and Md Aktaruzzaman

Smart Health, vol. 28

Using Gaze for Behavioural Biometrics

Alessandro D’Amelio, Sabrina Patania, Sathya Buršić, Vittorio Cuculo and Giuseppe Boccignone

Sensors, vol. 23

On Using rPPG Signals for DeepFake Detection: A Cautionary Note

Alessandro D’Amelio, Raffaella Lanzarotti, Sabrina Patania, Giuliano Grossi, Vittorio Cuculo, Andrea Valota and Giuseppe Boccignone

Lecture notes in computer science, pp. 235–246

Tracing Stress and Arousal in Virtual Reality Games Using Players’ Motor and Vocal Behaviour

Susanna Brambilla, Giuseppe Boccignone, N. Alberto Borghese, Eleonora Chitti, Riccardo Lombardi and Laura Anna Ripamonti

Communications in computer and information science, pp. 163–186

Extrinsic Calibration of Multiple Depth Cameras for 3D Face Reconstruction

Jacopo Burger, Giuseppe Maurizio Facchi, Giuliano Grossi, Raffaella Lanzarotti, Federico Pedersini and Gianluca Martino Tartaglia

Lecture notes in computer science, pp. 357–368

Wuthering heights: gauging fear at altitude in virtual reality

Giuseppe Boccignone, Davide Gadia, Dario Maggiorini, Laura Anna Ripamonti and Valentina Tosto

Multimedia Tools and Applications, vol. 82, pp. 5207–5228

Deep graph neural network for video-based facial pain expression assessment

Sabrina Patania, Giuseppe Boccignone, Sathya Buršić, Alessandro D’Amelio and Raffaella Lanzarotti

ACM/SIGAPP Symposium on Applied Computing (SAC), pp. 585–591

pyVHR: a Python framework for remote photoplethysmography

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti and Edoardo Mortara

PeerJ Computer Science, vol. 8

DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos

Giuseppe Boccignone, Sathya Buršić, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti and Sabrina Patania

Lecture notes in computer science, pp. 186–195

Between the Buttons: Stress Assessment in Video Games using Players’ Behavioural Data

Susanna Brambilla, Giuseppe Boccignone, N. Alberto Borghese and Laura Anna Ripamonti

International Conference on Computer-Human Interaction Research and Applications (CHIRA), pp. 59–69

Exploring Fusion Strategies in Deep Multimodal Affect Prediction

Sabrina Patania, Alessandro D’Amelio and Raffaella Lanzarotti

Lecture notes in computer science, pp. 730–741

Visual Features and Their Own Optical Flow

Alessandro Betti, Giuseppe Boccignone, Lapo Faggi, Marco Gori and Stefano Melacci

Frontiers in Artificial Intelligence, vol. 4

Predicting Real Fear of Heights Using Virtual Reality

Giuseppe Boccignone, Davide Gadia, Dario Maggiorini, Laura Anna Ripamonti and Valentina Tosto

pp. 103–108

Listen to your Mind's (He)Art: A System for Affective Music Generation via Brain-Computer Interface

Marco Tiraboschi, Federico Avanzini and Giuseppe Boccignone

Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano), pp. 146–153

Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing

Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin and Alessandro Petrini

Pattern Recognition Letters, vol. 149, pp. 30–36

Gazing at Social Interactions Between Foraging and Decision Theory

Alessandro D’Amelio and Giuseppe Boccignone

Frontiers in Neurorobotics, vol. 15

A STOCHASTIC FORAGING MODEL OF ATTENTIVE EYE GUIDANCE ON DYNAMIC STIMULI

Alessandro D’Amelio

Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)

A Quantitative Evaluation Framework of Video De-Identification Methods

Sathya Buršić, Alessandro D’Amelio, Marco Granato, Giuliano Grossi and Raffaella Lanzarotti

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, pp. 6089–6095

Comorbidity Matters: Social Visual Attention in a Comparative Study of Autism Spectrum Disorder, Attention-Deficit/Hyperactivity Disorder and Their Comorbidity

Chara Ioannou, Divya Prakash Seernani, Maria Elena Stefanou, Andreas Riedel, Ludger Tebartz van Elst, Nikolaos Smyrnis, Christian Fleischhaker, Monica Biscaldi-Schaefer, Giuseppe Boccignone and Christoph Klein

Frontiers in Psychiatry, vol. 11

Social Visual Perception Under the Eye of Bayesian Theories in Autism Spectrum Disorder Using Advanced Modeling of Spatial and Temporal Parameters

Chara Ioannou, Divya Prakash Seernani, Maria Elena Stefanou, Monica Biscaldi-Schaefer, Ludger Tebartz van Elst, Christian Fleischhaker, Giuseppe Boccignone and Christoph Klein

Frontiers in Psychiatry, vol. 11

Improving the Accuracy of Automatic Facial Expression Recognition in Speaking Subjects with Deep Learning

Sathya Buršić, Giuseppe Boccignone, Alfio Ferrara, Alessandro D’Amelio and Raffaella Lanzarotti

Applied Sciences, vol. 10

parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants

Alessandro Petrini, Marco Mesiti, Max Schubach, Marco Frasca, Daniel Daniš, Matteo Ré, Giuliano Grossi, Luca Cappelletti, Tiziana Castrignanò, Peter N. Robinson and Giorgio Valentini

GigaScience, vol. 9

Visual search in ADHD, ASD and ASD + ADHD: overlapping or dissociating disorders?

Divya Prakash Seernani, K. Damania, Chara Ioannou, N. Penkalla, Holger Hill, Tom Foulsham, Alan F. Kingstone, Nicola Anderson, Giuseppe Boccignone, Stephan Bender, Nikos Smyrnis, Monica Biscaldi et al.

European Child & Adolescent Psychiatry, vol. 30, pp. 549–562

Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction

Jessica Gliozzo, Paolo Perlasca, Marco Mesiti, Elena Casiraghi, Viviana Vallacchi, Elisabetta Vergani, Marco Frasca, Giuliano Grossi, Alessandro Petrini, Matteo Ré, Alberto Paccanaro and Giorgio Valentini

Scientific Reports, vol. 10

An Open Framework for Remote-PPG Methods and Their Assessment

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

IEEE Access, vol. 8, pp. 216083–216103

On Gaze Deployment to Audio-Visual Cues of Social Interactions

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

IEEE Access, vol. 8, pp. 161630–161654

How to Look Next? A Data-Driven Approach for Scanpath Prediction

Giuseppe Boccignone, Vittorio Cuculo and Alessandro D’Amelio

Lecture notes in computer science, pp. 131–145

Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing

Giuseppe Boccignone, Claudio de’Sperati, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti, Nicoletta Noceti and Francesca Odone

International Conference on Pattern Recognition Applications and Methods, pp. 548–554

Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions

Marco Frasca, Maryam Sepehri, Alessandro Petrini, Giuliano Grossi and Giorgio Valentini

Lecture notes in computer science, pp. 80–87

Multitask Hopfield Networks

Marco Frasca, Giuliano Grossi and Giorgio Valentini

Lecture notes in computer science, pp. 349–365

A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks

Cheick Tidiane Bâ, Elena Casiraghi, Marco Frasca, Jessica Gliozzo, Giuliano Grossi, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini, Matteo Ré and Giorgio Valentini

Lecture notes in computer science, pp. 88–98

Anomaly Detection from Log Files Using Unsupervised Deep Learning

Sathya Buršić, Vittorio Cuculo and Alessandro D’Amelio

Lecture notes in computer science, pp. 200–207

Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach

Alessandro D’Amelio, Vittorio Cuculo and Sathya Buršić

Lecture notes in computer science, pp. 162–169

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Naihui Zhou, Yuxiang Jiang, Timothy R. Bergquist, Alexandra J. Lee, Balint Z Kacsoh, Alex W. Crocker, Kimberley A. Lewis, George P. Georghiou, Huy N. Nguyen, Md-Nafiz Hamid, Larry Davis, Tunca Doğan et al.

Genome biology, vol. 20

UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction

Paolo Perlasca, Marco Frasca, Cheick Tidiane Bâ, Marco Notaro, Alessandro Petrini, Elena Casiraghi, Giuliano Grossi, Jessica Gliozzo, Giorgio Valentini and Marco Mesiti

BMC Bioinformatics, vol. 20

Social traits from stochastic paths in the core affect space

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio and Raffaella Lanzarotti

EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), pp. 314–319

Positive technology for elderly well-being: A review

Giuliano Grossi, Raffaella Lanzarotti, Paolo Napoletano, Nicoletta Noceti and Francesca Odone

Pattern Recognition Letters, vol. 137, pp. 61–70

Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features

Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Sensors, vol. 19

Advanced Statistical Methods for Eye Movement Analysis and Modelling: A Gentle Introduction

Giuseppe Boccignone

Studies in neuroscience, psychology and behavioral economics, pp. 309–405

Give Ear to My Face: Modelling Multimodal Attention to Social Interactions

Giuseppe Boccignone, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 331–345

Problems with Saliency Maps

Giuseppe Boccignone, Vittorio Cuculo and Alessandro D’Amelio

Lecture notes in computer science, pp. 35–46

A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem

Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin and Alessandro Petrini

Lecture notes in computer science, pp. 161–171

Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli

Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 128–138

Characterizing emotional response induced by affective stimuli using facial expression data

Chiara Ferrero, Chiara Brombin, Regina Gregori Grgič, Simona Scaini, Raffaella Lanzarotti and Vittorio Cuculo

Archivio Istituzionale della Ricerca - Università Vita-Salute San Raffaele

OpenFACS: An Open Source FACS-Based 3D Face Animation System

Vittorio Cuculo and Alessandro D’Amelio

Lecture notes in computer science, pp. 232–242

Enhanced multicore–manycore interaction in high-performance video encoding

Giuliano Grossi, Pietro Paglierani, Federico Pedersini and Alessandro Petrini

Journal of Real-Time Image Processing, vol. 17, pp. 887–902

Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space

Giuseppe Boccignone, Matteo Bodini, Vittorio Cuculo and Giuliano Grossi

International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pp. 143–150

A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks

Marco Frasca, Giuliano Grossi, Jessica Gliozzo, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini and Giorgio Valentini

BMC Bioinformatics, vol. 19

Deep Construction of an Affective Latent Space via Multimodal Enactment

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

IEEE Transactions on Cognitive and Developmental Systems, vol. 10, pp. 865–880

Personality Gaze Patterns Unveiled via Automatic Relevance Determination

Vittorio Cuculo, Alessandro D’Amelio, Raffaella Lanzarotti and Giuseppe Boccignone

Lecture notes in computer science, pp. 171–184

Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features

Matteo Bodini, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Lecture notes in computer science, pp. 297–308

Il visore immaginario : la nascita della realtà virtuale nello spirito del cinema

Giuliano Grossi

vol. 33, pp. 77–85

Process Analysis of Visual Search in ADHD, Autism and Healthy Controls - Evidence from Intra-Subject Variability in Gaze Control

Divya Prakash Seernani, H. Holger, Giuseppe Boccignone, F. Tom, F. Christian, B. Monica, E. Ulrich and K. Christoph

vol. 10

Visual Exploration of Social Stimuli : Comparisons of Patients with ADHD or Autism and Healthy Controls

I. Chara, S. Divya, H. Holger, Giuseppe Boccignone, F. Tom, B. Monica, Sheila Christopher, E. Ulrich, F. Christian and K. Christoph

vol. 10

AMHUSE: a multimodal dataset for HUmour SEnsing

Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo and Raffaella Lanzarotti

ACM International Conference on Multimodal Interaction (ICMI), pp. 438–445

Parameters tuning boosts hyperSMURF predictions of rare deleterious non-coding genetic variants

Alessandro Petrini, Max Schubach, Matteo Ré, Marco Frasca, Marco Mesiti, Giuliano Grossi, Tiziana Castrignanò, Peter N. Robinson and Giorgio Valentini

Adattamento e validazione del "Continuing Bonds Scale" nel contesto italiano. Uno strumento per studiare la persistenza del legame con il defunto nel lutto normale e patologico

Maria Luisa De Luca, Giuliano Grossi, Graziana Zaccarello, Rosella Greco, Marco Tineri, Enea Slavic, Alfredo Altomonte and Antonio Palummieri

International journal of psychoanalysis and education, vol. 8, pp. 37–52

Sum signal dosimetry: A new approach for high dose quality assurance with Gafchromic EBT 3

Davide Cusumano, M.L. Fumagalli, Francesco Ghielmetti, Linda Rossi, Giuliano Grossi, Raffaella Lanzarotti, Laura Fariselli and Elena De Martín

Journal of Applied Clinical Medical Physics, vol. 18, pp. 181–190

Orthogonal Procrustes Analysis for Dictionary Learning in Sparse Linear Representation

Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

PLoS ONE, vol. 12

Virtual EMG via Facial Video Analysis

Giuseppe Boccignone, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti and Raffaella Migliaccio

International Conference on Image Analysis and Processing (ICIAP), pp. 197–207

Take another little piece of my heart: a note on bridging cognition and emotions

Giuseppe Boccignone

PhilPapers (PhilPapers Foundation), vol. 9

Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks

Claudio Ceruti, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 189–196

A Note on Modelling a Somatic Motor Space for Affective Facial Expressions

Alessandro D’Amelio, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Lecture notes in computer science, pp. 181–188

The Foraging Brain: Evidence of Lévy Dynamics in Brain Networks

Tommaso Costa, Giuseppe Boccignone, Franco Cauda and Mario Ferraro

PLoS ONE, vol. 11

Audio Features Affected by Music Expressiveness

Alberto Introini, Giorgio Presti and Giuseppe Boccignone

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 757–760

A probabilistic tour of visual attention and gaze shift computational models

Giuseppe Boccignone

arXiv (Cornell University)

GPU-based VP8 encoding: Performance in native and virtualized environments

Pietro Paglierani, Giuliano Grossi, Federico Pedersini and Alessandro Petrini

International Conference on Telecommunications and Multimedia (TEMU), vol. 6386, pp. 1–5

Sparse decomposition by iterating Lipschitzian-type mappings

Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Theoretical Computer Science, vol. 664, pp. 12–28

Hardware-accelerated high-resolution video coding in Virtual Network Functions

Paolo Comi, Paolo Secondo Crosta, M. Beccari, Pietro Paglierani, Giuliano Grossi, Federico Pedersini and Alessandro Petrini

European Conference on Networks and Communications, pp. 32–36

Robust Face Recognition Providing the Identity and Its Reliability Degree Combining Sparse Representation and Multiple Features

Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

International Journal of Pattern Recognition and Artificial Intelligence, vol. 30

Sum signal film dosimetry: A novel approach for high dose patient specific quality assurance with Gafchromic EBT3

Davide Cusumano, M.L. Fumagalli, Francesco Ghielmetti, Linda Rossi, Giuliano Grossi, Raffaella Lanzarotti, Laura Fariselli and Elena De Martín

Physica Medica, vol. 32

Robust face recognition using sparse representation in LDA space

Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Machine Vision and Applications, vol. 26, pp. 837–847

High-rate compression of ECG signals by an accuracy-driven sparsity model relying on natural basis

Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Digital Signal Processing, vol. 45, pp. 96–106

Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy

Paolo Napoletano, Giuseppe Boccignone and Francesco Tisato

IEEE Transactions on Image Processing, vol. 24, pp. 3266–3281

Coping with levels of explanation in the behavioral sciences

Giuseppe Boccignone and Roberto Cordeschi

Frontiers in Psychology, vol. 6

The Color of Smiling: Computational Synaesthesia of Facial Expressions

Vittorio Cuculo, Raffaella Lanzarotti and Giuseppe Boccignone

Lecture notes in computer science, pp. 203–214

What levels of explanation in the behavioural sciences?

Roberto Cordeschi and Giuseppe Boccignone

A Selection Module for Large-Scale Face Recognition Systems

Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Lecture notes in computer science, pp. 529–539

Using sparse coding for landmark localization in facial expressions

Vittorio Cuculo, Raffaella Lanzarotti and Giuseppe Boccignone

European Workshop on Visual Information Processing, pp. 1–6

ECG compression retaining the best natural basis k-coefficients via sparse decomposition

Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti and Jianyi Lin

Biomedical Signal Processing and Control, vol. 15, pp. 11–17

Affective facial expression processing via simulation: A probabilistic model

Jonathan Vitale, Mary‐Anne Williams, Benjamin Johnston and Giuseppe Boccignone

Biologically Inspired Cognitive Architectures, vol. 10, pp. 30–41

Modelling Task-Dependent Eye Guidance to Objects in Pictures

Antonio Clavelli, Dìmosthenis Karatzas, Josep Lladós, Mario Ferraro and Giuseppe Boccignone

Cognitive Computation, vol. 6, pp. 558–584

Detecting expert’s eye using a multiple-kernel Relevance Vector Machine

Giuseppe Boccignone, Mario Ferraro, Sofia Allegra Crespi, Carlo Robino and Claudio de’Sperati

Journal of Eye Movement Research, vol. 7

Local features and sparse representation for face recognition with partial occlusions

Alessandro Adamo, Giuliano Grossi and Raffaella Lanzarotti

Proceedings - International Conference on Image Processing, pp. 3008–3012

Ecological Sampling of Gaze Shifts

Giuseppe Boccignone and Mario Ferraro

IEEE Transactions on Cybernetics, vol. 44, pp. 266–279

Towards Modelling an Attention-Based Text Localization Process

Antonio Clavelli, Dìmosthenis Karatzas, Josep Lladós, Mario Ferraro and Giuseppe Boccignone

Lecture notes in computer science, pp. 296–303

Structure, information and models: the contribution of Valentino Braitenberg

Giuseppe Boccignone

Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano), pp. 601–616

Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features

Alessandro Adamo, Giuliano Grossi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 31–40

Gaze shift behavior on video as composite information foraging

Giuseppe Boccignone and Mario Ferraro

Signal Processing Image Communication, vol. 28, pp. 949–966

Feed and fly control of visual scanpaths for foveation image processing

Giuseppe Boccignone and Mario Ferraro

Annals of Telecommunications, vol. 68, pp. 201–217

Gaussian Mixture Model of Heart Rate Variability

Tommaso Costa, Giuseppe Boccignone and Mario Ferraro

PLoS ONE, vol. 7

Improving Automatic Face Recognition with User Interaction*

Stefano Arca, Paola Campadelli, Raffaella Lanzarotti, Giuseppe Lipori, F. Cervelli and Aldo Mattei

Journal of Forensic Sciences, vol. 57, pp. 765–771

Predictive brains: forethought and the levels of explanation

Giuseppe Boccignone and Roberto Cordeschi

Frontiers in Psychology, vol. 3

Spotting expertise in the eyes: billiards knowledge revealed by gaze shifts and detected through machine learning.

Sofia Allegra Crespi, Carlo Robino, Giuseppe Boccignone, Mario Ferraro and C. de' Sperati

Archivio Istituzionale della Ricerca - Università Vita-Salute San Raffaele, vol. 41

Sparse Representation Based Classification for Face Recognition by k-LiMapS Algorithm

Alessandro Adamo, Giuliano Grossi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 245–252

A fixed-point iterative schema for error minimization in k-sparse decomposition

Alessandro Adamo and Giuliano Grossi

IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), vol. 5, pp. 167–172

Sparsity recovery by iterative orthogonal projections of nonlinear mappings

Alessandro Adamo and Giuliano Grossi

IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), vol. 32, pp. 173–178

Modelling eye-movement control via a constrained search approach

Giuseppe Boccignone and Mario Ferraro

European Workshop on Visual Information Processing, pp. 235–240

The Active Sampling of Gaze-Shifts

Giuseppe Boccignone and Mario Ferraro

Lecture notes in computer science, pp. 187–196

Learning functional linkage networks with a cost-sensitive approach

Alberto Bertoni, Marco Frasca, Giuliano Grossi and Giorgio Valentini

Frontiers in artificial intelligence and applications

Trade-off between hops and delays in hub-based forwarding in DTNs

Alessandro Adamo, Giuliano Grossi and Federico Pedersini

IFIP Wireless Days, pp. 1–5

Hub-betweenness analysis in delay tolerant networks inferred by real traces

Giuliano Grossi and Federico Pedersini

pp. 318–323

Gaze shifts as dynamical random sampling

Giuseppe Boccignone and Mario Ferraro

European Workshop on Visual Information Processing, pp. 29–34

Random Pruning of Blockwise Stationary Mixtures for Online BSS

Alessandro Adamo and Giuliano Grossi

Lecture notes in computer science, pp. 213–220

Boosted Tracking in Video

Giuseppe Boccignone, Paola Campadelli, A. Ferrari and Giuseppe Lipori

IEEE Signal Processing Letters, vol. 17, pp. 129–132

ADAPTIVENESS IN MONOTONE PSEUDO-BOOLEAN OPTIMIZATION AND STOCHASTIC NEURAL COMPUTATION

Giuliano Grossi

International Journal of Neural Systems, vol. 19, pp. 241–252

PRECISE EYE AND MOUTH LOCALIZATION

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, pp. 359–377

Visuomotor characterization of eye movements in a drawing task

Ruben Coen-Cagli, Paolo Coraggio, Paolo Napoletano, Odelia Schwartz, Mario Ferraro and Giuseppe Boccignone

Vision Research, vol. 49, pp. 810–818

Real-Time Probabilistic Tracking of Faces in Video

Giuseppe Boccignone, Paola Campadelli, Alessandro Ferrari and Giuseppe Lipori

Lecture notes in computer science, pp. 672–681

Coupling the world with the observer: from analysis of information to active vision

Mario Ferraro and Giuseppe Boccignone

Spatial Vision, vol. 22, pp. 361–381

Nonparametric Bayesian attentive video analysis

Giuseppe Boccignone

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, pp. 1–4

Experimental validation of a 2-level social mobility model in opportunistic networks

Sabrina Gaito, Giuliano Grossi, Federico Pedersini and Gian Paolo Rossi

IFIP Wireless Days, pp. 1–5

Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding

Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, G. Di Fiore, Giovanni Iacovoni and Salvatore Morsa

IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, pp. 1727–1740

Experimental Analysis of Graph-based Answer Set Computation over Parallel and Distributed Architectures

Giuliano Grossi, Massimo DE MARCHI, Enrico Pontelli and Alessandro Provetti

Journal of Logic and Computation, vol. 19, pp. 697–715

WHAT THE DRAUGHTSMAN'S HAND TELLS THE DRAUGHTSMAN'S EYE: A SENSORIMOTOR ACCOUNT OF DRAWING

Ruben Coen-Cagli, Paolo Coraggio, Paolo Napoletano and Giuseppe Boccignone

International Journal of Pattern Recognition and Artificial Intelligence, vol. 22, pp. 1015–1029

EMBEDDING DIFFUSION IN VARIATIONAL BAYES: A TECHNIQUE FOR SEGMENTING IMAGES

Giuseppe Boccignone, Paolo Napoletano and Mario Ferraro

International Journal of Pattern Recognition and Artificial Intelligence, vol. 22, pp. 811–827

FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization

Giuliano Grossi and Federico Pedersini

Neural Networks, vol. 21, pp. 872–879

A two-level social mobility model for trace generation

Sabrina Gaito, Giuliano Grossi and Federico Pedersini

ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), pp. 457–458

Sensorimotor coupling via Dynamic Bayesian Networks

Ruben Coen-Cagli, Paolo Napoletano, Paolo Coraggio, Giuseppe Boccignone and Agostino De Santis

Proceedings - IEEE International Conference on Robotics and Automation/Proceedings, vol. 265, pp. 1582–1587

Random Projections For Dimensionality Reduction In Ica

Sabrina Gaito, Greppi, Andrea and Giuliano Grossi

Zenodo (CERN European Organization for Nuclear Research), vol. 2, pp. 874–878

Extending Mixture Random Pruning to Nonpolynomial Contrast Functions in FastICA

Sabrina Gaito and Giuliano Grossi

IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), vol. 1, pp. 334–338

The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing

Ruben Coen-Cagli, Paolo Coraggio, Paolo Napoletano and Giuseppe Boccignone

Springer eBooks, pp. 161–170

A Variational Bayes Approach to Image Segmentation

Giuseppe Boccignone, Mario Ferraro and Paolo Napoletano

Springer eBooks, pp. 234–243

Motion Estimation via Belief Propagation

Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano and Mario Ferraro

International Conference on Image Analysis and Processing, vol. 18, pp. 55–60

Automatic Facial Feature Extraction for Face Recognition

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

Eye localization: a survey

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

pp. 234–245

Context-sensitive queries for image retrieval in digital libraries

Giuseppe Boccignone, A. Chianese, Vincenzo Moscato and Antonio Picariello

Journal of Intelligent Information Systems, vol. 31, pp. 53–84

Bayesian models and simulations in cognitive science

Giuseppe Boccignone and Roberto Cordeschi

PhilSci-Archive (University of Pittsburgh)

Face Recognition Based on 2D and 3D Features

Stefano Arca, Raffaella Lanzarotti and Giuseppe Lipori

Lecture notes in computer science, pp. 455–462

FPGA Implementation of an Adaptive Stochastic Neural Model

Giuliano Grossi and Federico Pedersini

Lecture notes in computer science, pp. 559–568

Speeding Up FastICA by Mixture Random Pruning

Sabrina Gaito and Giuliano Grossi

Lecture notes in computer science, pp. 185–192

An Architectural Model for Combining Spatial-Based and Object-Based Information for Attentive Video Analysis

Giuseppe Boccignone, Vittorio Caggiano, Angelo Marcelli, Paolo Napoletano and G. Di Fiore

vol. 9, pp. 116–121

Face Localization in Color Images with Complex Background

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

vol. 20, pp. 243–248

BAYESIAN PROPAGATION FOR PERCEIVING MOVING OBJECTS

Giuseppe Boccignone, Angelo Marcelli, Paolo Napoletano, Vittorio Caggiano and GIANLUCA DI FIORE

International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, pp. 835–847

A Stochastic Neural Model for Graph Problems: Software and Hardware Implementation

Giuliano Grossi and Federico Pedersini

vol. 1, pp. 115–120

Eye localization for face recognition

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

RAIRO - Theoretical Informatics and Applications, vol. 40, pp. 123–139

Solving maximum independent set by asynchronous distributed hopfield-type neural networks

Giuliano Grossi, Massimo DE MARCHI and Roberto Posenato

RAIRO - Theoretical Informatics and Applications, vol. 40, pp. 371–388

Inference of moving forms via Belief Propagation

Giuseppe Boccignone, Angelo Marcelli and Paolo Napoletano

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 18, pp. 191–194

Precise eye localization through a general-to-specific model definition

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

British Machine Vision Conference (BMVC), pp. 20.1–20.10

A face recognition system dealing with expression variant faces

Stefano Arca, Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 8, pp. 1242–1245

An Automatic Feature Based Face Authentication System,

Stefano Arca, Paola Campadelli, Elena Casiraghi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 120–126

A Discrete Adaptive Stochastic Neural Model for Constrained Optimization

Giuliano Grossi

Lecture notes in computer science, pp. 641–650

A multiresolution diffused expectation–maximization algorithm for medical image segmentation

Giuseppe Boccignone, Paolo Napoletano, Vittorio Caggiano and Mario Ferraro

Computers in Biology and Medicine, vol. 37, pp. 83–96

A face recognition system based on automatically determined facial fiducial points

Stefano Arca, Paola Campadelli and Raffaella Lanzarotti

Pattern Recognition, vol. 39, pp. 432–443

Foveated shot detection for video segmentation

Giuseppe Boccignone, A. Chianese, Vincenzo Moscato and Antonio Picariello

IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, pp. 365–377

Animate System for Query by Example in Image Databases.

Giuseppe Boccignone, Angelo Chianese, Vincenzo Moscato and Antonio Picariello

Internet, Multimedia Systems and Applications, pp. 451–456

A Bayesian Approach to Situated Vision

Giuseppe Boccignone, Vittorio Caggiano, Gianluca Di Fiore, Angelo Marcelli and Paolo Napoletano

Lecture notes in computer science, pp. 367–376

Image segmentation via multiresolution diffused expectation-maximisation

Giuseppe Boccignone, Vittorio Caggiano, Paolo Napoletano and Mario Ferraro

Proceedings - International Conference on Image Processing, pp. I–289

Probabilistic Detection and Tracking of Faces in Video

Giuseppe Boccignone, Vittorio Caggiano, G. Di Fiore and Angelo Marcelli

Lecture notes in computer science, pp. 687–694

Interleaved detection and tracking of faces in video

Giuseppe Boccignone, Vittorio Caggiano, Angelo Marcelli and G. Di Fiore

Proceedings - International Conference on Image Processing, vol. 4, pp. II–398

Attentive video analysis using spatial-based and object-based cues

Giuseppe Boccignone, Vittorio Caggiano, Gianluca Di Fiore, Paolo Napoletano and Angelo Marcelli

pp. 116–121

An Indexing Approach for Representing Multimedia Objects in High-Dimensional Spaces Based on Expectation Maximization Algorithm

Giuseppe Boccignone, Vittorio Caggiano, Carmine Cesarano, Vincenzo Moscato and Lucia Sansone

Lecture notes in computer science, pp. 63–77

A Face Recognition System Based on Local Feature Characterization

Paola Campadelli and Raffaella Lanzarotti

Lecture notes in computer science, pp. 147–152

Face and Facial Feature Localization

Paola Campadelli, Raffaella Lanzarotti, Giuseppe Lipori and Eleonora Salvi

Lecture notes in computer science, pp. 1002–1009

A New Algorithm for Answer Set Computation

Giuliano Grossi and Massimo DE MARCHI

vol. 142, pp. 155–162

Face detection in color images of generic scenes

Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori

pp. 97–103

Diffused expectation maximisation for image segmentation

Giuseppe Boccignone, Mario Ferraro and Paolo Napoletano

Electronics Letters, vol. 40, pp. 1107–1108

Using attention for video segmentation

Giuseppe Boccignone, A. Chianese, Vincenzo Moscato and Antonio Picariello

vol. 3, pp. 838–841

Image contrast enhancement via entropy production

Mario Ferraro and Giuseppe Boccignone

Real-Time Imaging, vol. 10, pp. 229–238

Fiducial point localization in color images of face foregrounds

Paola Campadelli and Raffaella Lanzarotti

Image and Vision Computing, vol. 22, pp. 863–872

Foveated analysis of video

Giuseppe Boccignone, Angelo Marcelli and Gerardina Somma

International Conference on Image Analysis and Processing, vol. 20, pp. 638–643

A feature-based face recognition system

Paola Campadelli, Raffaella Lanzarotti and C. Savazzi

International Conference on Image Analysis and Processing, pp. 68–73

An efficient method to detect facial fiducial points for face recognition

Stefano Arca, Paola Campadelli and Raffaella Lanzarotti

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 2688, pp. 532–535 Vol.1

Modelling gaze shift as a constrained random walk

Giuseppe Boccignone and Mario Ferraro

Physica A Statistical Mechanics and its Applications, vol. 331, pp. 207–218

Robust identification and matching of fiducial points for the reconstruction of 3D human faces from raw video sequences

Raffaella Lanzarotti, N. Alberto Borghese and Paola Campadelli

International Symposium on 3D Data Processing, Visualization and Transmission, pp. 690–693

Visual information from anisotropic transformations

Giuseppe Boccignone, Mario Ferraro and Terry Caelli

International Conference on Image Analysis and Processing, pp. 334–339

Joint audio-video processing of MPEG encoded sequences

Giuseppe Boccignone, Massimo De Santo and Gennaro Percannella

IEEE International Conference on Multimedia Computing and Systems (ICMCS), vol. 2, pp. 225–229

Local structure in images from entropy production

Giuseppe Boccignone, Mario Ferraro and Terry Caelli

Proceedings - International Conference on Image Processing, vol. 1, pp. 343–347

Using motion for foveated analysis of video

Giuseppe Boccignone, Angelo Marcelli and Gerardina Somma

International Symposium on Signal Processing and Its Applications (ISSPA), vol. 20, pp. 233–236 vol.1

A Face Recognition System Based on Local Feature Analysis

Stefano Arca, Paola Campadelli and Raffaella Lanzarotti

Lecture notes in computer science, pp. 182–189

A Face Detection System Based on Color and Support Vector Machines

Elena Casiraghi, Raffaella Lanzarotti and Giuseppe Lipori

Lecture notes in computer science, pp. 113–120

Real time positioning system based on active stereo and facial features identification

Iuri Frosio, Raffaella Lanzarotti, Paola Campadelli, Giancarlo Ferrigno and N. Alberto Borghese

Eurographics

UNIVERSIT ` A DEGLI STUDI DI MILANO Facolta di Scienze Matematiche, Fisiche e Naturali Dottorato in Informatica XVI ciclo FACIAL FEATURE DETECTION AND DESCRIPTION

Raffaella Lanzarotti

Elaborazione Numerica dei Segnali

Alberto Bertoni and Giuliano Grossi

Building an object-oriented environment for document processing

Giuseppe Boccignone, A. Chianese, Massimo De Santo and Antonio Picariello

Proceedings of the International Conference on Document Analysis and Recognition, vol. 25, pp. 436–439

Enhancement of mammograms: experimental results

Giuseppe Boccignone and Antonio Picariello

Proceedings - International Conference on Image Processing, vol. 1, pp. 347–350

A software architecture for medical image processing stations

Giuseppe Boccignone, A. Chianese, Massimo De Santo and Antonio Picariello

Proceedings - International Conference on Image Processing, vol. 3, pp. 801–805

Small target detection using wavelets

Giuseppe Boccignone, A. Chianese and Antonio Picariello

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 2, pp. 1776–1778

Information properties in fine-to-coarse image transformations

Nicola Ferraro and Giuseppe Boccignone

Proceedings - International Conference on Image Processing, vol. 2, pp. 757–761

Entropy-based detection of microcalcifications in wavelet space

Giuseppe Boccignone, A. Chianese and Antonio Picariello

IEEE International Conference on Acoustics Speech and Signal Processing, vol. 5, pp. 2713–2716

A multiscale contrast enhancement method

Giuseppe Boccignone

Proceedings - International Conference on Image Processing, vol. 1, pp. 306–309

Multiscale contrast enhancement of medical images

Giuseppe Boccignone and Antonio Picariello

IEEE International Conference on Acoustics Speech and Signal Processing, vol. 4, pp. 2789–2792

A neural circuit for the maximum 2-satisfiability problem

Maria Alberta Alberti, A. Bertoni, Paola Campadelli, Giuliano Grossi and Roberto Posenato

Proceedings - Euromicro Workshop on Parallel and Distributed Processing/Proceedings, pp. 319–323

An information-theoretic approach to active vision

Giuseppe Boccignone, Mario Ferraro and Terry Caelli

International Conference on Image Analysis and Processing, vol. 20, pp. 340–345

Automatic features detection for overlapping face images on their 3D range models

Raffaella Lanzarotti, Paola Campadelli and N. Alberto Borghese

International Conference on Image Analysis and Processing, vol. 97, pp. 316–321

Automatic monitoring of waste-water in industrial plants basins

G. Baldini, Paola Campadelli, Raffaella Lanzarotti and P. Piccoli

Proceedings - International Conference on Image Processing, vol. 1, pp. 297–300

Entropy production in colour images

Giuseppe Boccignone and M. Ferraro

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 1, pp. 202–205

Isotropic versus anisotropic encoding of visual information

Mario Ferraro, Giuseppe Boccignone and Terry Caelli

Proceedings - International Conference on Image Processing, pp. 905–908

Automated threshold selection for the detection of dissolves in MPEG video

Giuseppe Boccignone, Massimo De Santo and Gennaro Percannella

IEEE International Conference on Multimedia and Expo (ICME), vol. 3, pp. 1535–1538

Entropy-based representation of image information

Mario Ferraro, Giuseppe Boccignone and Terry Caelli

Pattern Recognition Letters, vol. 23, pp. 1391–1398

Generalized spatio-chromatic diffusion

Giuseppe Boccignone, Mario Ferraro and Terry Caelli

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, pp. 1298–1309

A Neural Algorithm for the Maximum Clique Problem: Analysis, Experiments, and Circuit Implementation

A. Bertoni, Paola Campadelli and Giuliano Grossi

Algorithmica, vol. 33, pp. 71–88

Image Similarity Based on Animate Vision: Information Path Matching.

Giuseppe Boccignone, Antonio Picariello, Vincenzo Moscato and Massimiliano Albanese

pp. 66–75

Detection of Facial Features

Paola Campadelli, Elena Casiraghi and Raffaella Lanzarotti

Lecture notes in computer science, pp. 124–131

A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks

Giuliano Grossi and Roberto Posenato

Lecture notes in computer science, pp. 64–74

Solving Min Vertex Cover with Iterated Hopfield Networks

A. Bertoni, Paola Campadelli and Giuliano Grossi

Perspectives in neural computing, pp. 87–95

Multiscale contrast enhancement

Giuseppe Boccignone and Mario Ferraro

Electronics Letters, vol. 37, pp. 751–752

An approximation algorithm for the maximum cut problem and its experimental analysis

A. Bertoni, Paola Campadelli and Giuliano Grossi

Discrete Applied Mathematics, vol. 110, pp. 3–12

Encoding visual information using anisotropic transformations

Giuseppe Boccignone, M. Ferrearo and Terry Caelli

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, pp. 207–211

On the Representation of Visual Information

Mario Ferraro, Giuseppe Boccignone and Terry Caelli

Lecture notes in computer science, pp. 176–185

The Prospect for Answer Sets Computation by a Genetic Model

Alberto Bertoni, Giuliano Grossi, Alessandro Provetti, Владик Крейнович and Luis Tari

scholarworks - UTEP (The University of Texas at El Paso)

Using Renyi's Information and Wavelets for Target Detection: An Application to Mammograms

Giuseppe Boccignone, A. Chianese and Antonio Picariello

Pattern Analysis and Applications, vol. 3, pp. 303–313

Computer aided detection of microcalcifications in digital mammograms

Giuseppe Boccignone, Angelo Chianese and Antonio Picariello

Computers in Biology and Medicine, vol. 30, pp. 267–286

A Genetic Model: Analysis and Application to MAXSAT

Alberto Bertoni, Marco Carpentieri, Paola Campadelli and Giuliano Grossi

Evolutionary Computation, vol. 8, pp. 291–309

Multiresolution spot detection by means of entropy thresholding

Giuseppe Boccignone, Angelo Chianese and Antonio Picariello

Journal of the Optical Society of America A, vol. 17

Wavelet Transform and Image Retrieval: Preliminary experiments

Giuseppe Boccignone, A. Chianese and Antonio Picariello

Joint International Conference on Information Sciences, pp. 164–167

Combustion analysis by image processing of premixed flames

G. Baldini, Paola Campadelli and Raffaella Lanzarotti

Proceedings - International Conference on Image Processing, pp. 708–711 vol.2

On the representation of image structures via scale space entropy conditions

Mario Ferraro, Giuseppe Boccignone and Terry Caelli

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, pp. 1199–1203

An information-theoretic approach to interactions in images

Giuseppe Boccignone and Mario Ferraro

Spatial Vision, vol. 12, pp. 345–362

Sequences of Discrete Hopfield’s Networks for the Maximum Clique Problem

Giuliano Grossi

Perspectives in neural computing, pp. 139–146

A Neural Algorithm for MAX-2SAT: Performance Analysis and Circuit Implementation

Maria Alberta Alberti, Alberto Bertoni, Paola Campadelli, Giuliano Grossi and Roberto Posenato

Neural Networks, vol. 10, pp. 555–560

A system for computer-aided mammography

Giuseppe Boccignone, A. Chianese, Massimo De Santo, Antonio Picariello, Luisa Pierotti and Franco Prigione

Computer Assisted Radiology and Surgery, pp. 197–202

A Discrete Neural Algorithm for the Maximum Clique Problem: Analysis and Circuit Implementation.

Alberto Bertoni, Paola Campadelli and Giuliano Grossi

pp. 84–91

Analysis of a Genetic Model.

Alberto Bertoni, Paola Campadelli, Marco Carpentieri and Giuliano Grossi

Icga, pp. 121–126

A processing model for two-dimensional images based on the object-oriented paradigm

Giuseppe Boccignone, Massimo De Santo, Angelo Chianese and Antonio Picariello

Theory and Practice of Object Systems, vol. 2, pp. 227–246

Anisotropic enhancement of mammographic images

Giuseppe Boccignone and Antonio Picariello

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, vol. 3, pp. 408–412 vol.2

A Processing Model for 2-D Image Analysis

Giuseppe Boccignone, Angelo Chianese, M De Santo and Antonio Picariello

vol. 2, pp. 227–246

A genetic model and the Hopfield networks

A. Bertoni, Paola Campadelli, M. Carpentieri and Giuliano Grossi

Lecture notes in computer science, pp. 463–468

Improving the use of contours for off-line Cursive Script Segmentation

Giuseppe Boccignone, M. Santo, A. Chianese and Antonio Picariello

Lecture notes in computer science, pp. 545–550

Fast Prototyping for Hardware Neural Networks

Giuliano Grossi, Roberto Posenato, Davide Palmisano and Eros Pasero

International Conference on Artificial Neural Networks, vol. 1, pp. 411–416

Object-oriented representation of shape information

Giuseppe Boccignone, A. Chianese, Massimo De Santo and A. Picariello

Lecture notes in computer science, pp. 266–277

Recovering dynamic information from static handwriting

Giuseppe Boccignone, A. Chianese, Luigi Pietro Cordella and Angelo Marcelli

Pattern Recognition, vol. 26, pp. 409–418

An experimental vision tool for real time quality control

Giuseppe Boccignone, L. Esposito and Angelo Marcelli

Lecture notes in computer science, pp. 706–710

Natural textures classification based on profiles of fractal dimension

Giuseppe Boccignone, Manuela Mancini, Maurizio di Bisceglie, M. Longo and Angelo Marcelli

pp. 178–182

Investigation on a structural solution of merged characters segmentation in OCR

Giuseppe Boccignone, Angelo Marcelli and Johannes Steensma

Lecture notes in computer science, pp. 303–315