Alessia Saggese

According to our database, Alessia Saggese authored at least 95 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A multi-task network for speaker and command recognition in industrial environments.

Stefano Bini, Gennaro Percannella, Alessia Saggese, Mario Vento

Pattern Recognit. Lett., December, 2023

Degramnet: effective audio analysis based on a fully learnable time-frequency representation.

Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

Neural Comput. Appl., September, 2023

A deep learning based system for handwashing procedure evaluation.

Antonio Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

Neural Comput. Appl., August, 2023

Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios.

Diego Gragnaniello, Antonio Greco, Alessia Saggese, Mario Vento, Antonio Vicinanza

Sensors, 2023

A Social Robot Architecture for Personalized Real-Time Human-Robot Interaction.

Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

IEEE Internet Things J., 2023

Multi-task learning on the edge for effective gender, age, ethnicity and emotion recognition.

Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

Eng. Appl. Artif. Intell., 2023

Few-shot re-identification of the speaker by social robots.

Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

Auton. Robots, 2023

Autonomous mobile robot for automatic out of stock detection in a supermarket.

Giuseppe De Simone, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Highly Crowd Detection and Counting Based on Curriculum Learning.

Lidia Fotia, Gennaro Percannella, Alessia Saggese, Mario Vento

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

Vehicles Detection for Smart Roads Applications on Board of Smart Cameras: A Comparative Analysis.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

IEEE Trans. Intell. Transp. Syst., 2022

Effective training of convolutional neural networks for age estimation based on knowledge distillation.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Neural Comput. Appl., 2022

Attention-based Gender Recognition on Masked Faces.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Benchmarking deep neural networks for gesture recognition on embedded devices.

Stefano Bini, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 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, Alessia Saggese, Mario Vento

Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

A Robust and Efficient Overhead People Counting System for Retail Applications.

Antonio Greco, Alessia Saggese, Bruno Vento

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

Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter?

Antonio Greco, Leonardo Rundo, Alessia Saggese, Mario Vento, Antonio Vicinanza

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

Efficient Transformers for on-robot Natural Language Understanding.

Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

Proceedings of the 21st IEEE-RAS International Conference on Humanoid Robots, 2022

2021

DENet: a deep architecture for audio surveillance applications.

Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

Neural Comput. Appl., 2021

Gender recognition in the wild: a robustness evaluation over corrupted images.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

J. Ambient Intell. Humaniz. Comput., 2021

Robustness Evaluation of Convolutional Neural Networks for Malware Classification.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the Italian Conference on Cybersecurity, 2021

2020

AReN: A Deep Learning Approach for Sound Event Recognition Using a Brain Inspired Representation.

Antonio Greco, Nicolai Petkov, Alessia Saggese, Mario Vento

IEEE Trans. Inf. Forensics Secur., 2020

Comparing performance of graph matching algorithms on huge graphs.

Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

Pattern Recognit. Lett., 2020

An effective real time gender recognition system for smart cameras.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

J. Ambient Intell. Humaniz. Comput., 2020

An intelligent flying system for automatic detection of faults in photovoltaic plants.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

J. Ambient Intell. Humaniz. Comput., 2020

A Convolutional Neural Network for Gender Recognition Optimizing the Accuracy/Speed Tradeoff.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

IEEE Access, 2020

Digital Signage by Real-Time Gender Recognition From Face Images.

Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

Performance Assessment of Face Analysis Algorithms with Occluded Faces.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Which are the factors affecting the performance of audio surveillance systems?

Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

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

A deep convolutionary network for automatic detection of audio events.

Antonio Roberto, Alessia Saggese, Mario Vento

Proceedings of the APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, 2020

A deep learning based approach for detecting panels in photovoltaic plants.

Antonio Greco, Christopher Pironti, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, 2020

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

Learning skeleton representations for human action recognition.

Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

Pattern Recognit. Lett., 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

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

SoReNet: a novel deep network for audio surveillance applications.

Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Emotion analysis from faces for social robotics.

Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Detecting Sounds of Interest in Roads with Deep Networks.

Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento, Vincenzo Vigilante

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

MIVIABot: A Cognitive Robot for Smart Museum.

Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the Computer Analysis of Images and Patterns, 2019

A Challenging Voice Dataset for Robotic Applications in Noisy Environments.

Antonio Roberto, Alessia Saggese, Mario Vento

Proceedings of the Computer Analysis of Images and Patterns, 2019

A System for Controlling How Carefully Surgeons Are Cleaning Their Hands.

Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

Proceedings of the Computer Analysis of Images and Patterns, 2019

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

Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

IEEE Access, 2018

Fusion of Domain-Specific and Trainable Features for Gender Recognition From Face Images.

George Azzopardi, Antonio Greco, Alessia Saggese, Mario Vento

IEEE Access, 2018

A Wearable Embedded System for Detecting Accidents while Running.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective.

Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Gender recognition from face images using trainable shape and color features.

George Azzopardi, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

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

2017

Action recognition by learning pose representations.

Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

CoRR, 2017

Real Time Fault Detection in Photovoltaic Cells by Cameras on Drones.

Alessandro Arenella, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

A Smartphone-Based System for Detecting Falls Using Anomaly Detection.

Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento

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

Introducing VF3: A New Algorithm for Subgraph Isomorphism.

Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

A real-time system for audio source localization with cheap sensor device.

Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

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

Fast gender recognition in videos using a novel descriptor based on the gradient magnitudes of facial landmarks.

George Azzopardi, Antonio Greco, Alessia Saggese, Mario Vento

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

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

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

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

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

Action recognition by using kernels on aclets sequences.

Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento

Comput. Vis. Image Underst., 2016

Shape Normalizing and Tracking Dancing Worms.

Carmine Sansone, Daniel Pucher, Nicole M. Artner, Walter G. Kropatsch, Alessia Saggese, Mario Vento

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis.

Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Abnormal Event Recognition: A Hybrid Approach Using SemanticWeb Technologies.

Luca Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

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

Time-frequency analysis for audio event detection in real scenarios.

Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Improving reliability of people tracking by adding semantic reasoning.

Luca Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

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

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

Reliable detection of audio events in highly noisy environments.

Pasquale Foggia, Nicolai Petkov, Alessia Saggese, Nicola Strisciuglio, Mario Vento

Pattern Recognit. Lett., 2015

A hierarchical neuro-fuzzy architecture for human behavior analysis.

Giovanni Acampora, Pasquale Foggia, Alessia Saggese, Mario Vento

Inf. Sci., 2015

A Method for Detecting Long Term Left Baggage based on Heat Map.

Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the VISAPP 2015, 2015

Recognition of Human Actions using Edit Distance on Aclet Strings.

Luc Brun, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the VISAPP 2015, 2015

Semantic Web Technologies for Object Tracking and Video Analytics.

Benoit Gaüzère, Claudia Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Human Tracking Using a Top-Down and Knowledge Based Approach.

Benoit Gaüzère, Pierluigi Ritrovato, Alessia Saggese, Mario Vento

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Locally Adapted Gain Control for Reliable Foreground Detection.

Duber Martinez, Alessia Saggese, Mario Vento, Humberto Loaiza, Eduardo F. Caicedo

Proceedings of the Computer Analysis of Images and Patterns, 2015

Car crashes detection by audio analysis in crowded roads.

Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

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

Human action recognition using an improved string edit distance.

Pasquale Foggia, Benoit Gaüzère, Alessia Saggese, Mario Vento

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

Automatic detection of long term parked cars.

Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento

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

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

PhD thesis, 2014

Dynamic Scene Understanding for Behavior Analysis Based on String Kernels.

Luc Brun, Alessia Saggese, Mario Vento

IEEE Trans. Circuits Syst. Video Technol., 2014

Pattern recognition in stained HEp-2 cells: Where are we now?

Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento

Pattern Recognit., 2014

Improving Fire Detection Reliability by a Combination of Videoanalytics.

Rosario Di Lascio, Antonio Greco, Alessia Saggese, Mario Vento

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Exploiting the deep learning paradigm for recognizing human actions.

Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Cascade classifiers trained on gammatonegrams for reliably detecting audio events.

Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

A reliable string kernel based approach for solving queries by sketch.

Luc Brun, Alessia Saggese, Mario Vento

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

HAck: A system for the recognition of human actions by kernels of visual strings.

Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Detection of anomalous driving behaviors by unsupervised learning of graphs.

Luc Brun, Benito Cappellania, Alessia Saggese, Mario Vento

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

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

Learning and Classification of Car Trajectories in Road Video by String Kernels.

Luc Brun, Alessia Saggese, Mario Vento

Proceedings of the VISAPP 2013, 2013

Recognizing Human Actions by a Bag of Visual Words.

Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento

Proceedings of the IEEE International Conference on Systems, 2013

Recognition of Human Actions from RGB-D Videos Using a Reject Option.

Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Audio surveillance using a bag of aural words classifier.

Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Nicola Strisciuglio, Mario Vento

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

2012

A Robust People Tracking Algorithm Using Contextual Reasoning for Recovering Detection Errors.

Rosario Di Lascio, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

Tracking Interacting Objects in Complex Situations by using Contextual Reasoning.

Rosario Di Lascio, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the VISAPP 2012, 2012

A Clustering Algorithm of Trajectories for Behaviour Understanding Based on String Kernels.

Luc Brun, Alessia Saggese, Mario Vento

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 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

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

An Efficient Strategy for Spatio-temporal Data Indexing and Retrieval.

Antonio d'Acierno, Marco Leone, Alessia Saggese, Mario Vento

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

An Ensemble of Rejecting Classifiers for Anomaly Detection of Audio Events.

Donatello Conte, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Combining Neural Networks and Fuzzy Systems for Human Behavior Understanding.

Giovanni Acampora, Pasquale Foggia, Alessia Saggese, Mario Vento

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012