Francesca Odone

发表

Structured Multi-class Feature Selection for Effective Face Recognition

Giovanni Fusco, Luca Zini, Nicoletta Noceti, 2013, ICIAP.

Background modeling through dictionary learning

Nicoletta Noceti, Francesca Odone, Alessandra Staglianò, 2013, 2013 IEEE International Conference on Image Processing.

Learning how to grasp objects

Nicoletta Noceti, Francesca Odone, Luca Baldassarre, 2010, ESANN.

Positive technology for elderly well-being: A review

Nicoletta Noceti, Francesca Odone, Giuliano Grossi, 2020, Pattern Recognit. Lett..

Spatio-temporal constraints for matching view-based descriptions of 3D objects

Nicoletta Noceti, Francesca Odone, Alessandro Verri, 2007, Eighth International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS '07).

Spectral Algorithms for Supervised Learning

Lorenzo Rosasco, Francesca Odone, Alessandro Verri, 2008, Neural Computation.

Learning, Regularization and Ill-Posed Inverse Problems

Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, 2004, NIPS.

A Classification Architecture Based on Connected Components for Text Detection in Unconstrained Environments

Luca Zini, Francesca Odone, Augusto Destrero, 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

Support vector algorithms as regularization networks

Lorenzo Rosasco, Francesca Odone, Alessandro Verri, 2005, ESANN.

View-Invariant Robot Adaptation to Human Action Timing

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2018, IntelliSys.

Appearance-based 3D object recognition with time-invariant features

Nicoletta Noceti, Francesca Odone, Alessandro Verri, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

BMTDL for Scene Modeling on the SBI Dataset

Nicoletta Noceti, Francesca Odone, Alessandra Staglianò, 2015, ICIAP Workshops.

A prototype system for unconstrained face verication based on statistical learning

Francesca Odone, Augusto Destrero, Alberto Lovato, 2008 .

Hausdorff Kernel for 3D Object Acquisition and Detection

Francesca Odone, Annalisa Barla, Alessandro Verri, 2002, ECCV.

Scale Invariant Interest Points with Shearlets pdf

Nicoletta Noceti, Francesca Odone, Ernesto De Vito, 2016, arXiv.org.

Combining Retrieval and Classification for Real-Time Face Recognition

Giovanni Fusco, Nicoletta Noceti, Francesca Odone, 2012, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance.

Action-Based Multi-Camera Synchronization

Andrea Cavallaro, Luca Zini, Francesca Odone, 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Exploring Biological Motion Regularities of Human Actions

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2017, ACM Trans. Appl. Percept..

Multi-class Image Classification - Sparsity does it Better

Giorgio Metta, Nicoletta Noceti, Francesca Odone, 2013, VISAPP.

Dictionary based pooling for object categorization

Giorgio Metta, Nicoletta Noceti, Francesca Odone, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

An Open System for 3D Reconstruction from Multiple Sensors

Francesca Odone, Alessandro Verri, Francesco Isgrò, 2005 .

Image Kernels

Francesca Odone, Annalisa Barla, Alessandro Verri, 2002, SVM.

Visual Learning of Weight from Shape Using Support Vector Machines

Emanuele Trucco, Francesca Odone, Alessandro Verri, 1998, BMVC.

Statistical Learning Approaches with Application to Face Detection

Francesca Odone, Alessandro Verri, Emanuele Franceschi, 2003, Advanced Studies in Biometrics.

The Effects of Data Sources: A Baseline Evaluation of the MoCA Dataset

Nicoletta Noceti, Francesca Odone, Elena Nicora, 2019, ICIAP.

iCub World: Friendly Robots Help Building Good Vision Data-Sets

Giorgio Metta, Lorenzo Rosasco, Lorenzo Natale, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Visual recognition for humanoid robots

Giorgio Metta, Nicoletta Noceti, Francesca Odone, 2017, Robotics Auton. Syst..

“Hands On” Visual Recognition for Visually Impaired Users

Francesca Odone, Joan Sosa-García, 2017, TACC.

Gaze Estimation for Assisted Living Environments

Henry Medeiros, Francesca Odone, Philipe A. Dias, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Image Classification and Retrieval with Kernel Methods

Francesca Odone, Alessandro Verri, 2007 .

Object segmentation using independent motion detection

Lorenzo Natale, Nicoletta Noceti, Francesca Odone, 2015, 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids).

Modeling Visual Features to Recognize Biological Motion: A Developmental Approach

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2015 .

Towards a Real Time Obstacle Detection System for Unmanned Surface Vehicles

Francesca Odone, Giuseppe Casalino, Enrico Simetti, 2019, OCEANS 2019 MTS/IEEE SEATTLE.

The role of ego vision in view-invariant action recognition pdf

Alessandra Sciutti, Nicoletta Noceti, Francesca Odone, 2019, ArXiv.

Are we Done with Object Recognition? The iCub robot's Perspective

Lorenzo Rosasco, Lorenzo Natale, Francesca Odone, 2017, Robotics Auton. Syst..

Machine Learning Techniques for Biometrics

Francesca Odone, Massimiliano Pontil, Alessandro Verri, 2009, Handbook of Remote Biometrics.

Detecting Spatio-Temporally Interest Points Using the Shearlet Transform

Francesca Odone, Ernesto De Vito, Damiano Malafronte, 2017, IbPRIA.

Histogram intersection kernel for image classification

Francesca Odone, Annalisa Barla, Alessandro Verri, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Tangible Coding for kids with AI inside

Nicoletta Noceti, Francesca Odone, Elena Nicora, 2020, UMAP.

Kernel-Based 3D Object Representation

Francesca Odone, Annalisa Barla, 2002, ICANN.

Smart Security: Integrated Systems for Security Policies in Urban Environments

Alberto Sillitti, Ruth Breu, Francesca Odone, 2014 .

Structured multi-class feature selection with an application to face recognition

Giovanni Fusco, Luca Zini, Nicoletta Noceti, 2015, Pattern Recognit. Lett..

3D stereo estimation and fully automated learning of eye-hand coordination in humanoid robots

Alessandro Roncone, Giorgio Metta, Ilaria Gori, 2014, 2014 IEEE-RAS International Conference on Humanoid Robots.

Feature selection with nonparametric statistics

Francesca Odone, Fabrizio Smeraldi, Alessandro Verri, 2005, IEEE International Conference on Image Processing 2005.

Multiview Matching of Articulated Objects

Andrea Cavallaro, Luca Zini, Francesca Odone, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Portable and fast text detection

Luca Zini, Francesca Odone, F. Odone, 2016, Machine Vision and Applications.

Feature selection for high-dimensional data

Francesca Odone, Alessandro Verri, Augusto Destrero, 2009, Comput. Manag. Sci..

Building kernels from binary strings for image matching

Francesca Odone, Annalisa Barla, Alessandro Verri, 2005, IEEE Transactions on Image Processing.

Markerless gait analysis in stroke survivors based on computer vision and deep learning: a pilot study

Francesca Odone, Maura Casadio, Matteo Moro, 2020, SAC.

3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques

Andrea Giachetti, Francesca Odone, Enrico Puppo, 2008, Eurographics Italian Chapter Conference.

Clustering for Surface Reconstruction

Francesca Odone, Waqar Saleem, Nadia Magnenat-Thalmann, 2005 .

Keep it simple and sparse: real-time action recognition

Giorgio Metta, Ilaria Gori, Francesca Odone, 2013, J. Mach. Learn. Res..

An Adaptive Video Surveillance Architecture for Behavior Analysis

Luca Zini, Nicoletta Noceti, Francesca Odone, 2010, Eurographics Italian Chapter Conference.

Precise people counting in real time

Luca Zini, Nicoletta Noceti, Francesca Odone, 2013, 2013 IEEE International Conference on Image Processing.

Layered Representation of a Video Shot with Mosaicing

Emanuele Trucco, Francesca Odone, Andrea Fusiello, 2002, Pattern Analysis & Applications.

Biological movement detector enhances the attentive skills of humanoid robot iCub

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2016, 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids).

Space–Time Signal Analysis and the 3D Shearlet Transform

Francesca Odone, Ernesto De Vito, Damiano Malafronte, 2018, Journal of Mathematical Imaging and Vision.

The MoCA dataset, kinematic and multi-view visual streams of fine-grained cooking actions

Nicoletta Noceti, Francesca Odone, Alessandra Sciutti, 2020, Scientific Data.

Computational Vision for Social Intelligence

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2017, AAAI Spring Symposia.

Investigating the Use of Space-Time Primitives to Understand Human Movements

Nicoletta Noceti, Francesca Odone, Gaurvi Goyal, 2017, ICIAP.

Spatio-temporal constraints for on-line 3D object recognition in videos

Nicoletta Noceti, Francesca Odone, Elisabetta Delponte, 2009, Comput. Vis. Image Underst..

Using Object Affordances to Improve Object Recognition

Barbara Caputo, Nicoletta Noceti, Francesca Odone, 2011, IEEE Transactions on Autonomous Mental Development.

An open system for 3D data acquisition from multiple sensor

Francesca Odone, Alessandro Verri, Francesco Isgrò, 2005, Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05).

Analysis on a Local Approach to 3D Object Recognition

Francesca Odone, Alessandro Verri, Elisabetta Delponte, 2006, DAGM-Symposium.

Designing audio-visual tools to support multisensory disabilities

Nicoletta Noceti, Francesca Odone, Andrea Trucco, 2019, Multimodal Behavior Analysis in the Wild.

Retinal Image Analysis with Shearlets

Francesca Odone, Ernesto De Vito, Miguel A. Duval, 2016, STAG.

A system for face detection and tracking in unconstrained environments

Francesca Odone, Alessandro Verri, Augusto Destrero, 2007, 2007 IEEE Conference on Advanced Video and Signal Based Surveillance.

Detecting Biological Motion for Human–Robot Interaction: A Link between Perception and Action

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2017, Front. Robot. AI.

Towards the Internet of Safe and Intelligent Postal+ Things

Viviana Mascardi, Nicoletta Noceti, Francesca Odone, 2019, WOA.

Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents

Giulio Sandini, Barbara Caputo, Lorenzo Rosasco, 2009, ICIAP.

A trainable system for face detection in unconstrained environments

Francesca Odone, Alessandro Verri, Augusto Destrero, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

Giulio Sandini, Francesco Rea, Alessandra Sciutti, 2020, 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob).

A Regularized Approach to Feature Selection for Face Detection

Francesca Odone, Alessandro Verri, Augusto Destrero, 2007, ACCV.

Web tools to support image classification

Francesca Odone, Annalisa Barla, Alessandro Verri, 2005, IS&T/SPIE Electronic Imaging.

Relative Pose Estimation for Planetary Entry Descent Landing

Luca Zini, Francesca Odone, Alessandro Verri, 2010, ACCV Workshops.

Edges and Corners With Shearlets

Francesca Odone, Miguel A. Duval-Poo, Ernesto De Vito, 2015, IEEE Transactions on Image Processing.

A Vision-Based Navigation Facility for Planetary Entry Descent Landing

Luca Zini, Nicoletta Noceti, Francesca Odone, 2012, ECCV Workshops.

Robust motion segmentation for content-based video coding

Francesca Odone, A. Fusiello, E. Tracco, 2000 .

Learning from Examples as an Inverse Problem

Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, 2005, J. Mach. Learn. Res..

A Sparsity-Enforcing Method for Learning Face Features

Francesca Odone, Alessandro Verri, Augusto Destrero, 2009, IEEE Transactions on Image Processing.

A multi-camera system for damage and tampering detection in a postal security framework

Luca Zini, Nicoletta Noceti, Francesca Odone, 2018, EURASIP J. Image Video Process..

A Visual Computing Approach for Estimating the Motility Index in the Frail Elder

Manuela Chessa, Nicoletta Noceti, Francesca Odone, 2018, VISIGRAPP.

Adaptive Body Gesture Representation for Automatic Emotion Recognition

Francesca Odone, Antonio Camurri, Alessandra Staglianò, 2016, ACM Trans. Interact. Intell. Syst..

An integrated artificial vision framework for assisting visually impaired users

Manuela Chessa, Fabio Solari, Luca Zini, 2016, Comput. Vis. Image Underst..

Real-Time Image Recognition

Francesca Odone, Alessandro Verri, 2002 .

Old fashioned state-of-the-art image classification

Francesca Odone, Annalisa Barla, Alessandro Verri, 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..

A trainable system for face detection in unconstrained environments

Francesca Odone, Alessandro Verri, Augusto Destrero, 2007 .

Neural Model with Particle Swarm Optimization Kalman Learning for Forecasting in Smart Grids

Alma Y. Alanis, Francesca Odone, Luis J. Ricalde, 2013 .

A Spectral Graph Kernel and Its Application to Collective Activities Classification

Nicoletta Noceti, Francesca Odone, F. Odone, 2014, 2014 22nd International Conference on Pattern Recognition.

Learning common behaviors from large sets of unlabeled temporal series

Nicoletta Noceti, Francesca Odone, F. Odone, 2012, Image Vis. Comput..

iCubWorld28 - Full Images

Lorenzo Rosasco, Lorenzo Natale, Francesca Odone, 2016 .

What Epipolar Geometry Can Do for Video-Surveillance

Nicoletta Noceti, Francesca Odone, Luigi Balduzzi, 2013, ICIAP.

General Purpose Matching of Grey Level Arbitrary Images

Emanuele Trucco, Francesca Odone, Alessandro Verri, 2001, IWVF.

Banknote Recognition as a CBIR Problem

Francesca Odone, Joan Sosa-García, 2015, SISAP.

A wind speed neural model with particle swarm optimization Kalman learning

Alma Y. Alanis, Francesca Odone, Luis J. Ricalde, 2012, World Automation Congress 2012.

A trainable system for grading fish from images

Emanuele Trucco, Francesca Odone, Alessandro Verri, 2001, Appl. Artif. Intell..

The complexity of biological motion

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2016, 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob).

Real-time Automatic Emotion Recognition from Body Gestures pdf

Francesca Odone, Antonio Camurri, Alessandra Staglianò, 2014, ArXiv.

Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn? pdf

Lorenzo Rosasco, Lorenzo Natale, Francesca Odone, 2015, ArXiv.

Emotional Charades

Francesca Odone, Antonio Camurri, Alessandra Staglianò, 2014, ICMI.

Data-Driven Continuous Assessment of Frailty in Older People

Francesca Odone, Annalisa Barla, Chiara Martini, 2018, Front. Digit. Humanit..

A flexible algorithm for image matching

Emanuele Trucco, Francesca Odone, Alessandro Verri, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

SVD-Matching using SIFT Features

Francesca Odone, Francesco Isgrò, Elisabetta Delponte, 2005, VVG.

Humans in groups: The importance of contextual information for understanding collective activities

Nicoletta Noceti, Francesca Odone, F. Odone, 2014, Pattern Recognit..

Enhancing Signal Discontinuities with Shearlets: An Application to Corner Detection

Francesca Odone, Ernesto De Vito, Miguel A. Duval, 2015, ICIAP.

Semi-supervised learning of sparse representations to recognize people spatial orientation

Nicoletta Noceti, Francesca Odone, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

SVD-matching using SIFT features

Francesca Odone, Alessandro Verri, Francesco Isgrò, 2006, Graph. Model..

All gestures you can: A memory game against a humanoid robot

Giorgio Metta, Ilaria Gori, Francesca Odone, 2012, 2012 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012).

Scale Invariant and Noise Robust Interest Points With Shearlets

Nicoletta Noceti, Francesca Odone, Miguel A. Duval-Poo, 2017, IEEE Transactions on Image Processing.

Teaching iCub to recognize objects using deep Convolutional Neural Networks

Lorenzo Rosasco, Lorenzo Natale, Francesca Odone, 2015, MLIS@ICML.

Combined Motion and Appearance Models for Robust Object Tracking in Real-Time

Nicoletta Noceti, Francesca Odone, Augusto Destrero, 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

Improving 3D Shape Retrieval with SVM

Francesca Odone, Enrico Puppo, Elisabetta Delponte, 2009, GRAPP.

Estimating Human Actions Affinities Across Views

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2015, VISAPP.

Learning Behavioral Patterns of Time Series for Video-Surveillance

Nicoletta Noceti, Francesca Odone, Matteo Santoro, 2011 .

A Prototype Application for Long-time Behavior Modeling and Abnormal Events Detection

Nicoletta Noceti, Francesca Odone, F. Odone, 2016, VISIGRAPP.

Mean BoF per Quadrant - Simple and Effective Way to Embed Spatial Information in Bag of Features

Francesca Odone, Joan Sosa-García, F. Odone, 2015, VISAPP.

Dynamic Video Mosaics and Augmented Reality for Subsea Inspection and Monitoring

Emanuele Trucco, Francesca Odone, Andrea Fusiello, 2000 .

Online Space-Variant Background Modeling With Sparse Coding

Nicoletta Noceti, Francesca Odone, Alessandra Staglianò, 2015, IEEE Transactions on Image Processing.

Visual Tracking with Autoencoder-Based Maximum A Posteriori Data Fusion

Henry Medeiros, Francesca Odone, Abubakar Siddique, 2019, 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC).

A Regularized Framework for Feature Selection in Face Detection and Authentication

Francesca Odone, Alessandro Verri, Augusto Destrero, 2009, International Journal of Computer Vision.

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

Nicoletta Noceti, Francesca Odone, Giuliano Grossi, 2020, ICPRAM.

Slow Rogaining: An Innovative Teamwork Model for Computer Science Education

Manuela Chessa, Angelo Ferrando, Viviana Mascardi, 2020, UMAP.

One-Shot Learning for Real-Time Action Recognition

Giorgio Metta, Ilaria Gori, Francesca Odone, 2013, IbPRIA.

Large Baseline Matching of Scale Invariant Features

Francesca Odone, Alessandro Verri, Francesco Isgrò, 2005, ICIAP.

Ask the Image: Supervised Pooling to Preserve Feature Locality

Giorgio Metta, Nicoletta Noceti, Francesca Odone, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring

Francesca Odone, Annalisa Barla, Alessandro Verri, 2019, Geriatric Care.

Efficient pedestrian detection with group lasso

Luca Zini, Francesca Odone, 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

Geometrical and computational aspects of Spectral Support Estimation for novelty detection

Francesca Odone, Alessandro Rudi, Ernesto De Vito, 2014, Pattern Recognit. Lett..

Visual Computing Methods for Assessing the Well-Being of Older People

Manuela Chessa, Nicoletta Noceti, Francesca Odone, 2018, VISIGRAPP.

Robust motion-based segmentation for content-based video coding

Emanuele Trucco, Francesca Odone, Andrea Fusiello, 2000, RIAO.

Trains of keypoints for 3D object recognition

Francesca Odone, Alessandro Verri, Elise Arnaud, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

A computational model of biological motion detection based on motor invariants

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2016 .

Unsupervised Video Surveillance

Nicoletta Noceti, Francesca Odone, 2010, ACCV Workshops.

Single View Learning in Action Recognition

Nicoletta Noceti, Francesca Odone, Gaurvi Goyal, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

A Study of At-term and Preterm Infants' Motion Based on Markerless Video Analysis

Francesca Odone, Maura Casadio, Matteo Moro, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Adversarial feature refinement for cross-view action recognition

Francesca Odone, Gaurvi Goyal, Antonio Marsella, 2021, SAC.

Learning dictionaries of kinematic primitives for action classification

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty pdf

Nicoletta Noceti, Francesca Odone, Giorgio Cantarini, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

On The Precision Of Markerless 3d Semantic Features: An Experimental Study On Violin Playing

Rajiv Ranganathan, Francesca Odone, Maura Casadio, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

Guest Editorial Assistive Computing Technologies for Human Well-Being

Nicoletta Noceti, Francesca Odone, Giuliano Grossi, 2021, IEEE Trans. Emerg. Top. Comput..

Designing Assistive Tools for the Market

Manuela Chessa, Fabio Solari, Nicoletta Noceti, 2018 .

Manifold Regularization

Lorenzo Rosasco, Francesca Odone, L. Rosasco, 2007 .

Local spatio-temporal representation using the 3D shearlet transform

Francesca Odone, Damiano Malafronte, Ernesto De Vito, 2017, 2017 International Conference on Sampling Theory and Applications (SampTA).

Unsupervised Learning of Behavioural Patterns for Video-Surveillance

Nicoletta Noceti, Francesca Odone, Matteo Santoro, 2008 .

The informative content of the optical flow features of biological motion

Giulio Sandini, Alessandra Sciutti, Nicoletta Noceti, 2014 .