Marco Cristani

Orcid: 0000-0002-0523-6042

According to our database1, Marco Cristani authored at least 229 papers between 2003 and 2024.

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Bibliography

2024
Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset.
CoRR, 2024

Mind the Error! Detection and Localization of Instruction Errors in Vision-and-Language Navigation.
CoRR, 2024

A Machine Learning-Oriented Survey on Tiny Machine Learning.
IEEE Access, 2024

Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Forecast the Forecasting.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
Leveraging Commonsense for Object Localisation in Partial Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Under the hood of transformer networks for trajectory forecasting.
Pattern Recognit., June, 2023

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning.
CoRR, 2023

Graph-level Representation Learning with Joint-Embedding Predictive Architectures.
CoRR, 2023

Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0.
CoRR, 2023

Unsupervised Active Visual Search with Monte Carlo planning under Uncertain Detections.
CoRR, 2023

SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis Through Multiple Decoders.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Language-enhanced RNR-Map: Querying Renderable Neural Radiance Field maps with natural language.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper.
Proceedings of the Forum on Specification & Design Languages, 2023

HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package.
Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications.
Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

The Post-pandemic Effects on IoT for Safety: The Safe Place Project.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Demo: gesture based interaction with the Hololens 2.
Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023

2022
Special Issue on Conformal and Probabilistic Prediction with Applications: Preface.
Pattern Recognit., 2022

A Masked Face Classification Benchmark.
CoRR, 2022

Pose Forecasting in Industrial Human-Robot Collaboration.
CoRR, 2022

SHREC 2022 track on online detection of heterogeneous gestures.
Comput. Graph., 2022

MovingFashion: a Benchmark for the Video-to-Shop Challenge.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

IoT Systems for Healthy and Safe Life Environments.
Proceedings of the 7th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2022

I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores.
Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

On the Use of Learning-Based Forecasting Methods for Ameliorating Fashion Business Processes: A Position Paper.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

A Masked Face Classification Benchmark on Low-Resolution Surveillance Images.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

I-SPLIT: Deep Network Interpretability for Split Computing.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Toward Smart Doors: A Position Paper.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Pose Forecasting in Industrial Human-Robot Collaboration.
Proceedings of the Computer Vision - ECCV 2022, 2022

POP: Mining POtential Performance of New Fashion Products via Webly Cross-modal Query Expansion.
Proceedings of the Computer Vision - ECCV 2022, 2022

The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Spatial Commonsense Graph for Object Localisation in Partial Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Infinite Feature Selection: A Graph-based Feature Filtering Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends.
CoRR, 2021

POMP++: Pomcp-based Active Visual Search in unknown indoor environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

DOHMO: Embedded Computer Vision in Co-Housing Scenarios.
Proceedings of the 24th Forum on specification & Design Languages, 2021

2020
Toward a Wearable System for Predicting Freezing of Gait in People Affected by Parkinson's Disease.
IEEE J. Biomed. Health Informatics, 2020

An integrated light management system with real-time light measurement and human perception.
CoRR, 2020

The Visual Social Distancing Problem.
IEEE Access, 2020

SIMCO: SIMilarity-based object COunting.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Transformer Networks for Trajectory Forecasting.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Leveraging Acoustic Images for Effective Self-supervised Audio Representation Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Evaluating the Group Detection Performance: The GRODE Metrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

RGBD2lux: Dense Light Intensity Estimation With an RGBD Sensor.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Human-Centric Light Sensing and Estimation From RGBD Images: The Invisible Light Switch.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Berrick: a low-cost robotic head platform for human-robot interaction.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Grain Segmentation in Atomic Force Microscopy for Thin-Film Deposition Quality Control.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Texture Retrieval in the Wild Through Detection-Based Attributes.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

6D Pose Estimation for Industrial Applications.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Gaze-Based Human-Robot Interaction by the Brunswick Model.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Active 3D Classification of Multiple Objects in Cluttered Scenes.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Texel-Att: Representing and Classifying Element-Based Textures by Attributes.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Discrete Time Evolution Process Descriptor for Shape Analysis and Matching.
ACM Trans. Graph., 2018

Count on Me: Learning to Count on a Single Image.
IEEE Trans. Circuits Syst. Video Technol., 2018

Looking beyond appearances: Synthetic training data for deep CNNs in re-identification.
Comput. Vis. Image Underst., 2018

Understanding Deep Architectures by Interpretable Visual Summaries.
CoRR, 2018

"Seeing is Believing": Pedestrian Trajectory Forecasting Using Visual Frustum of Attention.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

An Energy Saving Approach to Active Object Recognition and Localization.
Proceedings of the IECON 2018, 2018

From Web to Physical and Back: WP User Profiling with Deep Learning.
Proceedings of the Current Trends in Web Engineering, 2018

Making Sentiment Analysis Algorithms Scalable.
Proceedings of the Current Trends in Web Engineering, 2018

MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recognition self-awareness for active object recognition on depth images.
Proceedings of the British Machine Vision Conference 2018, 2018

Understanding Deep Architectures by Visual Summaries.
Proceedings of the British Machine Vision Conference 2018, 2018

Analyzing Body Fat from Depth Images.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Soft Ngram Representation and Modeling for Protein Remote Homology Detection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

The Pictures We Like Are Our Image: Continuous Mapping of Favorite Pictures into Self-Assessed and Attributed Personality Traits.
IEEE Trans. Affect. Comput., 2017

The S-Hock dataset: A new benchmark for spectator crowd analysis.
Comput. Vis. Image Underst., 2017

Social profiling through image understanding: Personality inference using convolutional neural networks.
Comput. Vis. Image Underst., 2017

What your Facebook Profile Picture Reveals about your Personality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Wearable for Wearable: A Social Signal Processing Perspective for Clothing Analysis using Wearable Devices.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017

Tiny head pose classification by bodily cues.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

"Don't Turn Off the Lights": Modelling of Human Light Interaction in Indoor Environments.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

LIT: A System and Benchmark for Light Understanding.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Clothing and People - A Social Signal Processing Perspective.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

The GRODE Metrics: Exploring the Performance of Group Detection Approaches.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

The Group and Crowd Analysis Interdisciplinary Challenge.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

Social Signal Processing for Surveillance.
Proceedings of the Social Signal Processing, 2017

2016
Special issue on "Fine-grained categorization in ecological multimedia".
Pattern Recognit. Lett., 2016

Detecting conversational groups in images and sequences: A robust game-theoretic approach.
Comput. Vis. Image Underst., 2016

Audio Surveillance: A Systematic Review.
ACM Comput. Surv., 2016

A Robust Particle Filtering Approach with Spatially-dependent Template Selection for Medical Ultrasound Tracking Applications.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Shore-based biomarkers allow patient versus control classification in stroke.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Groups and Crowds: Behaviour Analysis of People Aggregations.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

2015
Joint Individual-Group Modeling for Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Non-myopic information theoretic sensor management of a single pan-tilt-zoom camera for multiple object detection and tracking.
Comput. Vis. Image Underst., 2015

Semantically-driven automatic creation of training sets for object recognition.
Comput. Vis. Image Underst., 2015

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions.
Cogn. Comput., 2015

Crowdsearching Training Sets for Image Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Infinite Feature Selection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

FPGA-based pedestrian detection under strong distortions.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

The GRODE metrics: Exploring the performance of group detection approaches.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

The S-HOCK dataset: Analyzing crowds at the stadium.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Socially-Driven Computer Vision for Group Behavior Analysis.
Proceedings of the Registration and Recognition in Images and Videos, 2014

The Re-identification Challenge.
Proceedings of the Person Re-Identification, 2014

Person Re-identification by Articulated Appearance Matching.
Proceedings of the Person Re-Identification, 2014

SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features.
Proceedings of the Person Re-Identification, 2014

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are.
IEEE Trans. Inf. Forensics Secur., 2014

Predicting online lecture ratings based on gesturing and vocal behavior.
J. Multimodal User Interfaces, 2014

Encoding Structural Similarity by Cross-covariance Tensors for Image Classification.
Int. J. Pattern Recognit. Artif. Intell., 2014

F-formation Detection: Individuating Free-standing Conversational Groups in Images.
CoRR, 2014

Information theoretic sensor management for multi-target tracking with a single pan-tilt-zoom camera.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Summary Abstract for the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Personal Aesthetics for Soft Biometrics: A Generative Multi-resolution Approach.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Statistical Analysis of Personality and Identity in Chats Using a Keylogging Platform.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Statistical Pattern Recognition Meets Formal Ontologies: Towards a Semantic Visual Understanding.
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

Biometrics on visual preferences: A "pump and distill" regression approach.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Weighted bag of visual words for object recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Just the Way You Chat: Linking Personality, Style and Recognizability in Chats.
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014

Semantic-Analysis Object Recognition: Automatic Training Set Generation Using Textual Tags.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups.
Proceedings of the Computer Vision - ACCV 2014, 2014

Recognizing People by Their Personal Aesthetics: A Statistical Multi-level Approach.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Characterizing Humans on Riemannian Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Human behavior analysis in video surveillance: A Social Signal Processing perspective.
Neurocomputing, 2013

Social interactions by visual focus of attention in a three-dimensional environment.
Expert Syst. J. Knowl. Eng., 2013

Symmetry-driven accumulation of local features for human characterization and re-identification.
Comput. Vis. Image Underst., 2013

Group detection in still images by F-formation modeling: A comparative study.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

The expressivity of turn-taking: Understanding children pragmatics by hybrid classifiers.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

"Tell me more": how semantic technologies can help refining internet image search.
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, 2013

Unveiling the multimedia unconscious: implicit cognitive processes and multimedia content analysis.
Proceedings of the ACM Multimedia Conference, 2013

Multi-scale f-formation discovery for group detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Person re-identification with a PTZ camera: An introductory study.
Proceedings of the IEEE International Conference on Image Processing, 2013

We like it! Mapping image preferences on the counting grid.
Proceedings of the IEEE International Conference on Image Processing, 2013

Using Dominant Sets for k-NN Prototype Selection.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Ontology-Assisted Object Detection: Towards the Automatic Learning with Internet.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Viewing the Viewers: A Novel Challenge for Automated Crowd Analysis.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Trusting Skype: Learning the Way People Chat for Fast User Recognition and Verification.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Heterogeneous Auto-similarities of Characteristics (HASC): Exploiting Relational Information for Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

ATTENTO: ATTENTion Observed for Automated Spectator Crowd Analysis.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Statistical Analysis of Visual Attentional Patterns for Video Surveillance.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

SDALF+C: Augmenting the SDALF Descriptor by Relation-Based Information for Multi-shot Re-identification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Reading between the turns: Statistical modeling for identity recognition and verification in chats.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Semi-supervised multi-feature learning for person re-identification.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Multiagent Socio-Technical Systems: An Ontological Approach.
Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems IX, 2013

Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
Analyzing Groups: A Social Signaling Perspective.
Proceedings of the Video Analytics for Business Intelligence, 2012

Multiple-shot person re-identification by chromatic and epitomic analyses.
Pattern Recognit. Lett., 2012

Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes.
Int. J. Comput. Vis., 2012

Conversation analysis at work: detection of conflict in competitive discussions through semi-automatic turn-organization analysis.
Cogn. Process., 2012

Feature Selection Using Counting Grids: Application to Microarray Data.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Generative Modelling of Dyadic Conversations: Characterization of Pragmatic Skills During Development Age.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012

Conversationally-inspired stylometric features for authorship attribution in instant messaging.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Recursive segmentation based on higher order statistics in thermal imaging pedestrian detection.
Proceedings of the 5th International Symposium on Communications, 2012

A multiple kernel learning approach to multi-modal pedestrian classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Joining feature-based and similarity-based pattern description paradigms for object detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Low-level multimodal integration on Riemannian manifolds for automatic pedestrian detection.
Proceedings of the 15th International Conference on Information Fusion, 2012

Learning Discriminative Spatial Relations for Detector Dictionaries: An Application to Pedestrian Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

Re-identification with RGB-D Sensors.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

A regularized spectral algorithm for Hidden Markov Models with applications in computer vision.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Decentralized particle filter for joint individual-group tracking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Learning how to teach from "Videolectures": automatic prediction of lecture ratings based on teacher's nonverbal behavior.
Proceedings of the IEEE 3rd International Conference on Cognitive Infocommunications, 2012

Online Bayesian Non-parametrics for Social Group Detection.
Proceedings of the British Machine Vision Conference, 2012

Stereo-Based Framework for Pedestrian Detection with Partial Occlusion Handling.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Generative modeling and classification of dialogs by a low-level turn-taking feature.
Pattern Recognit., 2011

Statistical 3D Shape Analysis by Local Generative Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

A Comparison on Score Spaces for Expression Microarray Data Classification.
Proceedings of the Pattern Recognition in Bioinformatics, 2011

CLOOSTING: CLustering Data with bOOSTING.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

An Experimental Framework for Evaluating PTZ Tracking Algorithms.
Proceedings of the Computer Vision Systems - 8th International Conference, 2011

Fast FPGA-based architecture for pedestrian detection based on covariance matrices.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A Multiple Component Matching Framework for Person Re-identification.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

FPGA-based pedestrian detection using array of covariance features.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Optimizing interaction force for global anomaly detection in crowded scenes.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Abnormal Crowd Behavior Detection by Social Force Optimization.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Social interaction discovery by statistical analysis of F-formations.
Proceedings of the British Machine Vision Conference, 2011

Custom Pictorial Structures for Re-identification.
Proceedings of the British Machine Vision Conference, 2011

Look at Who's Talking: Voice Activity Detection by Automated Gesture Analysis.
Proceedings of the Constructing Ambient Intelligence, 2011

2010
Learning natural scene categories by selective multi-scale feature extraction.
Image Vis. Comput., 2010

Background Subtraction for Automated Multisensor Surveillance: A Comprehensive Review.
EURASIP J. Adv. Signal Process., 2010

A Generative Score Space for Statistical Dialog Characterization in Social Signalling.
Proceedings of the Structural, 2010

Toward an automatically generated soundtrack from low-level cross-modal correlations for automotive scenarios.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Pervasive video analysis: workshop overview.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

A Re-evaluation of Pedestrian Detection on Riemannian Manifolds.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2LDA: Segmentation for Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multiple-Shot Person Re-identification by HPE Signature.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Part-based human detection on Riemannian manifolds.
Proceedings of the International Conference on Image Processing, 2010

Collaborative particle filters for group tracking.
Proceedings of the International Conference on Image Processing, 2010

Multi-class Classification on Riemannian Manifolds for Video Surveillance.
Proceedings of the Computer Vision, 2010

Object Recognition with Hierarchical Stel Models.
Proceedings of the Computer Vision - ECCV 2010, 2010

An FPGA-based Classification Architecture on Riemannian Manifolds.
Proceedings of the Database and Expert Systems Applications, 2010

Person re-identification by symmetry-driven accumulation of local features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Socially intelligent surveillance and monitoring: Analysing social dimensions of physical space.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010


Distillation.
Proceedings of the Machine Learning for Human Motion Analysis - Theory and Practice., 2010

2009
Fully non-homogeneous hidden Markov model double net: A generative model for haplotype reconstruction and block discovery.
Artif. Intell. Medicine, 2009

Free energy score space.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Online subjective feature selection for occlusion management in tracking applications.
Proceedings of the International Conference on Image Processing, 2009

A New Generative Feature Set Based on Entropy Distance for Discriminative Classification.
Proceedings of the Image Analysis and Processing, 2009

Towards a Subject-Centered Analysis for Automated Video Surveillance.
Proceedings of the Image Analysis and Processing, 2009

A hybrid generative/discriminative classification framework based on free-energy terms.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Clustering-Based Construction of Hidden Markov Models for Generative Kernels.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Stel component analysis: Modeling spatial correlations in image class structure.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Auditory dialog analysis and understanding by generative modelling of interactional dynamics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
Sparse points matching by combining 3D mesh saliency with statistical descriptors.
Comput. Graph. Forum, 2008

Visual MRI: Merging information visualization and non-parametric clustering techniques for MRI dataset analysis.
Artif. Intell. Medicine, 2008

Background Subtraction with Adaptive Spatio-Temporal Neighborhood Analysis.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Geo-located Image Grouping Using Latent Descriptions.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

A statistical signature for automatic dialogue classification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.
Proceedings of the Eurographics Italian Chapter Conference 2008, Salerno, Italy, 2008, 2008

Geo-located image analysis using latent representations.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

HMM-based geometric signatures for compact 3D face representation and matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Unsupervised Learning of Saliency Concepts for Natural Image Classification and Retrieval.
Proceedings of the Progress in Pattern Recognition, 2008

Content visualization and management of geo-located image databases.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Audio-Visual Event Recognition in Surveillance Video Sequences.
IEEE Trans. Multim., 2007

Unsupervised Haplotype Reconstruction and LD Blocks Discovery in a Hidden Markov Framework.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

A spatial sampling mechanism for effective background subtraction.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Natural scenes categorization by hierarchical extraction of typicality patterns.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Sparseness Achievement in Hidden Markov Models.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

3D Objects Face Clustering using Unsupervised Mean Shift.
Proceedings of the Eurographics Italian Chapter Conference 2007, Trento, Italy, 2007, 2007

2006
Statistical generative modelling of audio-video sequences for scene analysis.
PhD thesis, 2006

Unsupervised scene analysis: A hidden Markov model approach.
Comput. Vis. Image Underst., 2006

Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Acoustic Range Image Segmentation by Effective Mean Shift.
Proceedings of the International Conference on Image Processing, 2006

3D Data Segmentation Using a Non-Parametric Density Estimation Approach.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

Audio-Visual Foreground Extraction for Event Characterization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Exemplar-based background model initialization.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

2004
Distilling information with super-resolution for video surveillance.
Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, 2004

On-Line Adaptive Background Modelling for Audio Surveillance.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Audio-Video Integration for Background Modelling.
Proceedings of the Computer Vision, 2004

2003
Watershed-Based Unsupervised Clustering.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003


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