Combining Neural Networks and Fuzzy Systems for Human Behavior Understanding. - Giovanni Acampora; Pasquale Foggia; Alessia Saggese; Mario Vento (AVSS, 2012)

An Ensemble of Rejecting Classifiers for Anomaly Detection of Audio Events. - Donatello Conte; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento (AVSS, 2012)

An Efficient Strategy for Spatio-temporal Data Indexing and Retrieval. - Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento (KDIR, 2012)

A system for storing and retrieving huge amount of trajectory data, allowing spatio-temporal dynamic queries. - Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento (ITSC, 2012)

A Clustering Algorithm of Trajectories for Behaviour Understanding Based on String Kernels. - Luc Brun; Alessia Saggese; Mario Vento (SITIS, 2012)

Tracking Interacting Objects in Complex Situations by using Contextual Reasoning. - Rosario Di Lascio; Pasquale Foggia; Alessia Saggese; Mario Vento (VISAPP (2), 2012)

A Robust People Tracking Algorithm Using Contextual Reasoning for Recovering Detection Errors. - Rosario Di Lascio; Pasquale Foggia; Alessia Saggese; Mario Vento (VISIGRAPP (Selected Papers), 2012)

Audio surveillance using a bag of aural words classifier. - Vincenzo Carletti; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Nicola Strisciuglio; Mario Vento (AVSS, 2013)

Recognition of Human Actions from RGB-D Videos Using a Reject Option. - Vincenzo Carletti; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento (ICIAP Workshops, 2013)

Recognizing Human Actions by a Bag of Visual Words. - Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento (SMC, 2013)

Learning and Classification of Car Trajectories in Road Video by String Kernels. - Luc Brun; Alessia Saggese; Mario Vento (VISAPP (1), 2013)

A real time algorithm for people tracking using contextual reasoning. - Rosario Di Lascio; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento (Comput. Vis. Image Underst., 2013)

Detection of anomalous driving behaviors by unsupervised learning of graphs. - Luc Brun; Benito Cappellania; Alessia Saggese; Mario Vento (AVSS, 2014)

HAck: A system for the recognition of human actions by kernels of visual strings. - Luc Brun; Gennaro Percannella; Alessia Saggese; Mario Vento (AVSS, 2014)

A reliable string kernel based approach for solving queries by sketch. - Luc Brun; Alessia Saggese; Mario Vento (AVSS, 2014)

Cascade classifiers trained on gammatonegrams for reliably detecting audio events. - Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento (AVSS, 2014)

Exploiting the deep learning paradigm for recognizing human actions. - Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento (AVSS, 2014)

Improving Fire Detection Reliability by a Combination of Videoanalytics. - Rosario Di Lascio; Antonio Greco 001; Alessia Saggese; Mario Vento (ICIAR (1), 2014)

Pattern recognition in stained HEp-2 cells: Where are we now? - Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento (Pattern Recognit., 2014)

Dynamic Scene Understanding for Behavior Analysis Based on String Kernels. - Luc Brun; Alessia Saggese; Mario Vento (IEEE Trans. Circuits Syst. Video Technol., 2014)

Detecting and indexing moving objects for behavior analysis by video and audio interpretation. (La détection et l'indexation des objets en mouvement pour l'analyse du comportement par vidéo et audio interprétation). - Alessia Saggese (2014)

Automatic detection of long term parked cars. - Vincenzo Carletti; Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (AVSS, 2015)

Human action recognition using an improved string edit distance. - Pasquale Foggia; Benoit Gaüzère; Alessia Saggese; Mario Vento (AVSS, 2015)

Car crashes detection by audio analysis in crowded roads. - Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov (AVSS, 2015)

Locally Adapted Gain Control for Reliable Foreground Detection. - Duber Martinez; Alessia Saggese; Mario Vento; Humberto Loaiza; Eduardo F. Caicedo (CAIP (1), 2015)

Human Tracking Using a Top-Down and Knowledge Based Approach. - Benoit Gaüzère; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (ICIAP (1), 2015)

Semantic Web Technologies for Object Tracking and Video Analytics. - Benoit Gaüzère; Claudia Greco; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (ISVC (2), 2015)

Recognition of Human Actions using Edit Distance on Aclet Strings. - Luc Brun; Pasquale Foggia; Alessia Saggese; Mario Vento (VISAPP (2), 2015)

A Method for Detecting Long Term Left Baggage based on Heat Map. - Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (VISAPP (2), 2015)

A hierarchical neuro-fuzzy architecture for human behavior analysis. - Giovanni Acampora; Pasquale Foggia; Alessia Saggese; Mario Vento (Inf. Sci., 2015)

Reliable detection of audio events in highly noisy environments. - Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento (Pattern Recognit. Lett., 2015)

Real-Time Fire Detection for Video-Surveillance Applications Using a Combination of Experts Based on Color, Shape, and Motion. - Pasquale Foggia; Alessia Saggese; Mario Vento (IEEE Trans. Circuits Syst. Video Technol., 2015)

Designing Huge Repositories of Moving Vehicles Trajectories for Efficient Extraction of Semantic Data. - Antonio d'Acierno; Alessia Saggese; Mario Vento (IEEE Trans. Intell. Transp. Syst., 2015)

Improving reliability of people tracking by adding semantic reasoning. - Luca Greco 001; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (AVSS, 2016)

Time-frequency analysis for audio event detection in real scenarios. - Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov (AVSS, 2016)

Abnormal Event Recognition: A Hybrid Approach Using SemanticWeb Technologies. - Luca Greco 001; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (CVPR Workshops, 2016)

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. - Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem (ICPR, 2016)

Shape Normalizing and Tracking Dancing Worms. - Carmine Sansone; Daniel Pucher; Nicole M. Artner; Walter G. Kropatsch; Alessia Saggese; Mario Vento (S+SSPR, 2016)

Action recognition by using kernels on aclets sequences. - Luc Brun; Gennaro Percannella; Alessia Saggese; Mario Vento (Comput. Vis. Image Underst., 2016)

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. - Mehrtash Harandi; Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem (Pattern Recognit. Lett., 2016)

Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges. - Peter Hobson; Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem (Pattern Recognit. Lett., 2016)

HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results. - Peter Hobson; Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem (Pattern Recognit. Lett., 2016)

Audio Surveillance of Roads: A System for Detecting Anomalous Sounds. - Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento (IEEE Trans. Intell. Transp. Syst., 2016)

Fast gender recognition in videos using a novel descriptor based on the gradient magnitudes of facial landmarks. - George Azzopardi; Antonio Greco 001; Alessia Saggese; Mario Vento (AVSS, 2017)

A real-time system for audio source localization with cheap sensor device. - Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov (AVSS, 2017)

Introducing VF3: A New Algorithm for Subgraph Isomorphism. - Vincenzo Carletti; Pasquale Foggia; Alessia Saggese; Mario Vento (GbRPR, 2017)

A Smartphone-Based System for Detecting Falls Using Anomaly Detection. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (ICIAP (2), 2017)

Real Time Fault Detection in Photovoltaic Cells by Cameras on Drones. - Alessandro Arenella; Antonio Greco 001; Alessia Saggese; Mario Vento (ICIAR, 2017)

Action recognition by learning pose representations. - Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov (CoRR, 2017)

Gender recognition from face images using trainable shape and color features. - George Azzopardi; Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (ICPR, 2018)

The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective. - Vincenzo Carletti; Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (S+SSPR, 2018)

A Wearable Embedded System for Detecting Accidents while Running. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (VISIGRAPP (4: VISAPP), 2018)

Fusion of Domain-Specific and Trainable Features for Gender Recognition From Face Images. - George Azzopardi; Antonio Greco 001; Alessia Saggese; Mario Vento (IEEE Access, 2018)

Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (IEEE Access, 2018)

Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3. - Vincenzo Carletti; Pasquale Foggia; Alessia Saggese; Mario Vento (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

A System for Controlling How Carefully Surgeons Are Cleaning Their Hands. - Luca Greco 001; Gennaro Percannella; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (CAIP (2), 2019)

A Challenging Voice Dataset for Robotic Applications in Noisy Environments. - Antonio Roberto; Alessia Saggese; Mario Vento (CAIP (2), 2019)

MIVIABot: A Cognitive Robot for Smart Museum. - Alessia Saggese; Mario Vento; Vincenzo Vigilante (CAIP (1), 2019)

Detecting Sounds of Interest in Roads with Deep Networks. - Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento; Vincenzo Vigilante (ICIAP (2), 2019)

Emotion analysis from faces for social robotics. - Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento; Vincenzo Vigilante (SMC, 2019)

SoReNet: a novel deep network for audio surveillance applications. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (SMC, 2019)

IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things. - Zhihan Lv; Irfan Mehmood; Mario Vento; Minh-Son Dao; Kaoru Ota; Alessia Saggese (IEEE Access, 2019)

A human-like description of scene events for a proper UAV-based video content analysis. - Danilo Cavaliere; Vincenzo Loia; Alessia Saggese; Sabrina Senatore; Mario Vento (Knowl. Based Syst., 2019)

Learning skeleton representations for human action recognition. - Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov (Pattern Recognit. Lett., 2019)

Semantically Enhanced UAVs to Increase the Aerial Scene Understanding. - Danilo Cavaliere; Vincenzo Loia; Alessia Saggese; Sabrina Senatore; Mario Vento (IEEE Trans. Syst. Man Cybern. Syst., 2019)

A deep learning based approach for detecting panels in photovoltaic plants. - Antonio Greco 001; Christopher Pironti; Alessia Saggese; Mario Vento; Vincenzo Vigilante (APPIS, 2020)

A deep convolutionary network for automatic detection of audio events. - Antonio Roberto; Alessia Saggese; Mario Vento (APPIS, 2020)

Which are the factors affecting the performance of audio surveillance systems? - Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (ICPR, 2020)

Performance Assessment of Face Analysis Algorithms with Occluded Faces. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (ICPR Workshops (2), 2020)

Digital Signage by Real-Time Gender Recognition From Face Images. - Antonio Greco 001; Alessia Saggese; Mario Vento (MetroInd4.0&IoT, 2020)

A Convolutional Neural Network for Gender Recognition Optimizing the Accuracy/Speed Tradeoff. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (IEEE Access, 2020)

An intelligent flying system for automatic detection of faults in photovoltaic plants. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (J. Ambient Intell. Humaniz. Comput., 2020)

An effective real time gender recognition system for smart cameras. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (J. Ambient Intell. Humaniz. Comput., 2020)

Comparing performance of graph matching algorithms on huge graphs. - Vincenzo Carletti; Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (Pattern Recognit. Lett., 2020)

AReN: A Deep Learning Approach for Sound Event Recognition Using a Brain Inspired Representation. - Antonio Greco 001; Nicolai Petkov; Alessia Saggese; Mario Vento (IEEE Trans. Inf. Forensics Secur., 2020)

Robustness Evaluation of Convolutional Neural Networks for Malware Classification. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (ITASEC, 2021)

Gender recognition in the wild: a robustness evaluation over corrupted images. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (J. Ambient Intell. Humaniz. Comput., 2021)

DENet: a deep architecture for audio surveillance applications. - Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (Neural Comput. Appl., 2021)

Efficient Transformers for on-robot Natural Language Understanding. - Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (Humanoids, 2022)

Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter? - Antonio Greco 001; Leonardo Rundo; Alessia Saggese; Mario Vento; Antonio Vicinanza (ICIAP (1), 2022)

A Robust and Efficient Overhead People Counting System for Retail Applications. - Antonio Greco 001; Alessia Saggese; Bruno Vento (ICIAP (2), 2022)

I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores. - Federico Becattini; Giuseppe Becchi; Andrea Ferracani; Alberto Del Bimbo; Liliana Lo Presti; Giuseppe Mazzola; Marco La Cascia; Federico Cunico; Andrea Toaiari; Marco Cristani; Antonio Greco 001; Alessia Saggese; et al. (MCFR@MM, 2022)

Benchmarking deep neural networks for gesture recognition on embedded devices. - Stefano Bini; Antonio Greco 001; Alessia Saggese; Mario Vento (RO-MAN, 2022)

Attention-based Gender Recognition on Masked Faces. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Mario Vento (VISIGRAPP (5: VISAPP), 2022)

Effective training of convolutional neural networks for age estimation based on knowledge distillation. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (Neural Comput. Appl., 2022)

Vehicles Detection for Smart Roads Applications on Board of Smart Cameras: A Comparative Analysis. - Antonio Greco 001; Alessia Saggese; Mario Vento; Vincenzo Vigilante (IEEE Trans. Intell. Transp. Syst., 2022)

Highly Crowd Detection and Counting Based on Curriculum Learning. - Lidia Fotia; Gennaro Percannella; Alessia Saggese; Mario Vento (CAIP (2), 2023)

Autonomous mobile robot for automatic out of stock detection in a supermarket. - Giuseppe De Simone; Pasquale Foggia; Alessia Saggese; Mario Vento (ICCV (Workshops), 2023)

Few-shot re-identification of the speaker by social robots. - Pasquale Foggia; Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (Auton. Robots, 2023)

Multi-task learning on the edge for effective gender, age, ethnicity and emotion recognition. - Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (Eng. Appl. Artif. Intell., 2023)

A Social Robot Architecture for Personalized Real-Time Human-Robot Interaction. - Pasquale Foggia; Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (IEEE Internet Things J., 2023)

Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios. - Diego Gragnaniello; Antonio Greco 001; Alessia Saggese; Mario Vento; Antonio Vicinanza (Sensors, 2023)

A deep learning based system for handwashing procedure evaluation. - Antonio Greco 001; Gennaro Percannella; Pierluigi Ritrovato; Alessia Saggese; Mario Vento (Neural Comput. Appl., 2023)

Degramnet: effective audio analysis based on a fully learnable time-frequency representation. - Pasquale Foggia; Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (Neural Comput. Appl., 2023)

A multi-task network for speaker and command recognition in industrial environments. - Stefano Bini; Gennaro Percannella; Alessia Saggese; Mario Vento (Pattern Recognit. Lett., 2023)

Enhancing Noise Robustness of Speech-Based Human-Robot Interaction in Industry. - Stefano Bini; Alessia Saggese; Mario Vento (ERF (2), 2024)

Onboard Vision Based System for Automatic Rock Detection on Rail Tracks. - Vincenzo Carletti; Pasquale Foggia; Speranza Ranieri; Alessia Saggese; Camilla Spingola; Mario Vento (ICPR (Workshops and Challenges, 6), 2024)

Predicting Source Code Vulnerabilities Using Deep Learning: A Fair Comparison on Real Data. - Vincenzo Carletti; Pasquale Foggia; Alessia Saggese; Mario Vento (ITASEC, 2024)

Empowering Human Interaction: A Socially Assistive Robot for Support in Trade Shows. - Giuseppe De Simone; Alessia Saggese; Mario Vento (RO-MAN, 2024)

Enhancing Safety by Obstacle Detection at Railway Level Crossings. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Bruno Vento (RTSI, 2024)

Combining Deep Networks with Model-Based Scene Segmentation for Reliably Detecting Rocks on Railway Tracks. - Vincenzo Carletti; Pasquale Foggia; Speranza Ranieri; Alessia Saggese; Camilla Spingola; Mario Vento (RTSI, 2024)

Robust speech command recognition in challenging industrial environments. - Stefano Bini; Vincenzo Carletti; Alessia Saggese; Mario Vento (Comput. Commun., 2024)

Automating parasite egg detection: insights from the first AI-KFM challenge. - Salvatore Capuozzo; Stefano Marrone 002; Michela Gravina; Giuseppe Cringoli; Laura Rinaldi; Maria Paola Maurelli; Antonio Bosco; Giulia Orrù; Gian Luca Marcialis; Luca Ghiani; Stefano Bini; Alessia Saggese; et al. (Frontiers Artif. Intell., 2024)

A Smart Visual Sensor for Smoke Detection Based on Deep Neural Networks. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Bruno Vento (Sensors, 2024)

Optimizing Crowd Counting in Dense Environments Through Curriculum Learning Training Strategy. - Lidia Fotia; Gennaro Percannella; Alessia Saggese; Mario Vento (SN Comput. Sci., 2024)

Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics. - Pasquale Foggia; Antonio Greco 001; Antonio Roberto; Alessia Saggese; Mario Vento (Cogn. Comput., 2024)

Facial Soft-biometrics Obfuscation through Adversarial Attacks. - Vincenzo Carletti; Pasquale Foggia; Antonio Greco 001; Alessia Saggese; Mario Vento (ACM Trans. Multim. Comput. Commun. Appl., 2024)

MIVIA Gesture (FELICE Project). - Mario Vento; Pierluigi Ritrovato; Antonio Greco 001; Vincenzo Carletti; Alessia Saggese (Zenodo, 2024)

MIVIA Speech Command (FELICE Project). - Mario Vento; Alessia Saggese; Vincenzo Carletti; Antonio Greco 001; Pierluigi Ritrovato (Zenodo, 2024)

Robot to Human Interaction with multi-modal conversational engagement. - Giuseppe De Simone; Luca Greco 001; Alessia Saggese; Mario Vento (SIMPAR, 2025)

MIVIA Gesture (FELICE Project). - Mario Vento; Pierluigi Ritrovato; Antonio Greco 001; Vincenzo Carletti; Alessia Saggese; Giuseppe De Simone; Francesco Rosa (Zenodo, 2025)

MIVIA Speech Command (FELICE Project). - Mario Vento; Alessia Saggese; Vincenzo Carletti; Antonio Greco 001; Pierluigi Ritrovato; Francesco Rosa; Giuseppe De Simone (Zenodo, 2025)

Improving safety through advanced obstacle detection at railway level crossings. - Vincenzo Carletti; Antonio Greco 001; Alessia Saggese; Bruno Vento (J. Ambient Intell. Humaniz. Comput., 2025)