Simone Calderara

Mauro Dell'Amico

IEEE Access, 2022

On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generalising via Meta-examples for Continual Learning in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Effects of Auxiliary Knowledge on Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

SeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAV.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Catastrophic Forgetting in Continual Concept Bottleneck Models.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

First Steps Towards 3D Pedestrian Detection and Tracking from Single Image.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Consistency-Based Self-supervised Learning for Temporal Anomaly Localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Transfer Without Forgetting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Video action detection by learning graph-based spatio-temporal interactions.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

Weakly Supervised Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Avalanche: an End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Extracting Accurate Long-term Behavior Changes from a Large Pig Dataset.

[BibT_eX]

[DOI]

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Avalanche: An End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Predicting WNV Circulation in Italy Using Earth Observation Data and Extreme Gradient Boosting Model.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Face-from-Depth for Head Pose Estimation on Depth Images.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Few-Shot Unsupervised Continual Learning through Meta-Examples.

[BibT_eX]

[DOI]

CoRR, 2020

Inter-Homines: Distance-Based Risk Estimation for Human Safety.

[BibT_eX]

[DOI]

CoRR, 2020

Deep learning-based method for vision-guided robotic grasping of unknown objects.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2020

Dark Experience for General Continual Learning: a Strong, Simple Baseline.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

The color out of space: learning self-supervised representations for Earth Observation imagery.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

RMS-Net: Regression and Masking for Soccer Event Spotting.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Future Urban Scenes Generation Through Vehicles Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Anomaly Detection, Localization and Classification for Railway Inspection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Rethinking Experience Replay: a Bag of Tricks for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Anomaly Detection for Vision-Based Railway Inspection.

[BibT_eX]

[DOI]

Proceedings of the Dependable Computing - EDCC 2020 Workshops, 2020

Robust Re-Identification by Multiple Views Knowledge Distillation.

[BibT_eX]

[DOI]

Angelo Porrello

Luca Bergamini

Andrea Capobianco Dondona

Proceedings of the Computer Vision - ECCV 2020, 2020

Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Conditional Channel Gated Networks for Task-Aware Continual Learning.

[BibT_eX]

[DOI]

Babak Ehteshami Bejnordi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Self-Supervised Optical Flow Estimation by Projective Bootstrap.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Predicting the Driver's Focus of Attention: The DR(eye)VE Project.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Can adversarial networks hallucinate occluded people with a plausible aspect?

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Semi-parametric Object Synthesis.

[BibT_eX]

[DOI]

CoRR, 2019

Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Segmentation Guided Scoring of Pathological Lesions in Swine Through CNNs.

[BibT_eX]

[DOI]

Luca Bergamini

Abigail Rose Trachtman

Andrea Palazzi

Ercole Del Negro

Andrea Capobianco Dondona

Giuseppe Marruchella

Andrea Capobianco Dondona

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Latent Space Autoregression for Novelty Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Deep-learning-based approach to VM behavior Identification in Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Classifying Signals on Irregular Domains via Convolutional Cluster Pooling.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Attentive models in vision: Computing saliency maps in the deep learning era.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2018

AND: Autoregressive Novelty Detectors.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-views Embedding for Cattle Re-identification.

[BibT_eX]

[DOI]

Luca Bergamini

Angelo Porrello

Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

End-to-End 6-DoF Object Pose Estimation Through Differentiable Rasterization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Vehicle Re-Identification Using Triplet Networks.

[BibT_eX]

[DOI]

Javier Lorenzo-Navarro

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Tracking Social Groups Within and Across Cameras.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Learning where to attend like a human driver.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Learning to Map Vehicles into Bird's Eye View.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Signal Processing and Machine Learning for Diplegia Classification.

[BibT_eX]

[DOI]

Giorgio Matteo Vitetta

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Generative adversarial models for people attribute recognition in surveillance.

[BibT_eX]

[DOI]

Matteo Fabbri

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

From Groups to Leaders and Back: Exploring Mutual Predictability Between Social Groups and Their Leaders.

[BibT_eX]

[DOI]

Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016

Transductive People Tracking in Unconstrained Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

Socially Constrained Structural Learning for Groups Detection in Crowd.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Where Should You Attend While Driving?

[BibT_eX]

[DOI]

CoRR, 2016

Spotting prejudice with nonverbal behaviours.

[BibT_eX]

[DOI]

Gian Antonio di Bernardo

Franco Zambonelli

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

DR(eye)VE: A Dataset for Attention-Based Tasks with Applications to Autonomous and Assisted Driving.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Active query process for digital video surveillance forensic applications.

[BibT_eX]

[DOI]

Signal Image Video Process., 2015

Understanding social relationships in egocentric vision.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Learning to Divide and Conquer for Online Multi-target Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning to identify leaders in crowd.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Towards the evaluation of reproducible robustness in tracking-by-detection.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014

Detection of static groups and crowds gathered in open spaces by texture classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Pattern recognition and crowd analysis.

[BibT_eX]

[DOI]

Stefania Bandini

Pattern Recognit. Lett., 2014

Visual Tracking: An Experimental Survey.

[BibT_eX]

[DOI]

Arnold W. M. Smeulders

IEEE Trans. Pattern Anal. Mach. Intell., 2014

A complete system for garment segmentation and color classification.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

Kernelized Structural Classification for 3D Dogs Body Parts Detection.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Head Pose Estimation in First-Person Camera Views.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Social Groups Detection in Crowd through Shape-Augmented Structured Learning.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Structured learning for detection of social groups in crowd.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Learning non-target items for interesting clothes segmentation in fashion images.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Understanding dyadic interactions applying proxemic theory on videosurveillance trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Mixtures of von Mises Distributions for People Trajectory Shape Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2011

Vision based smoke detection system using image energy and color information.

[BibT_eX]

[DOI]

Paolo Piccinini

Mach. Vis. Appl., 2011

Detecting anomalies in people's trajectories using spectral graph analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Iterative active querying for surveillance data retrieval in crime detection and forensics.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011

People appearance tracing in video by spectral graph transduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Appearance tracking by transduction in surveillance scenarios.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Feature Space Warping Relevance Feedback with Transductive Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Moving Pixels in Static Cameras: Detecting Dangerous Situations due to Environment or People.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

Markerless body part tracking for action recognition.

[BibT_eX]

[DOI]

Int. J. Multim. Intell. Secur., 2010

A videosurveillance data browsing software architecture for forensics: from trajectories similarities to video fragments.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Alignment-Based Similarity of People Trajectories Using Semi-directional Statistics.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

People trajectory mining with statistical pattern recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Video surveillance and multimedia forensics: an application to trajectory analysis.

[BibT_eX]

[DOI]

Proceedings of the First ACM workshop on Multimedia in forensics, 2009

A real-time system for abnormal path detection.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

Learning People Trajectories Using Semi-directional Statistics.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Statistical Pattern Recognition for Multi-Camera Detection, Tracking, and Trajectory Analysis.

[BibT_eX]

[DOI]

Proceedings of the Multi-Camera Networks, 2009

2008

Bayesian-Competitive Consistent Labeling for People Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2008

"Inside the bible": segmentation, annotation and retrieval for a new browsing experience.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Smoke Detection in Video Surveillance: A MoG Model in the Wavelet Domain.

[BibT_eX]

[DOI]

Paolo Piccinini

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Reliable smoke detection in the domains of image energy and color.

[BibT_eX]

[DOI]

Paolo Piccinini

Proceedings of the International Conference on Image Processing, 2008

A markerless approach for consistent action recognition in a multi-camera system.

[BibT_eX]

[DOI]

Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Using circular statistics for trajectory shape analysis.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Smoke detection in video surveillance: the use of ViSOR (video surveillance on-line repository).

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Action Signature: A Novel Holistic Representation for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007

A Dynamic Programming Technique for Classifying Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A Distributed Outdoor Video Surveillance System for Detection of Abnormal People Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

Detection of abnormal behaviors using a mixture of Von Mises distributions.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

Reliable background suppression for complex scenes.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Multimedia surveillance: content-based retrieval with multicamera people tracking.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Group Detection at Camera Handoff for Collecting People Appearance in Multi-camera Systems.

[BibT_eX]

[DOI]