Alessia Saggese

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 66

Top Venues

AVSS

Pattern Recognit. Lett.

IEEE Access

Neural Comput. Appl.

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Lidia Fotia, Gennaro Percannella, Alessia Saggese, Mario Vento
Optimizing Crowd Counting in Dense Environments Through Curriculum Learning Training Strategy. SN Comput. Sci. 5 (6) (2024)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Bruno Vento
A Smart Visual Sensor for Smoke Detection Based on Deep Neural Networks. Sensors 24 (14) (2024)
Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
Predicting Source Code Vulnerabilities Using Deep Learning: A Fair Comparison on Real Data. ITASEC (2024)
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics. Cogn. Comput. 16 (5) (2024)
Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
Multi-task learning on the edge for effective gender, age, ethnicity and emotion recognition. Eng. Appl. Artif. Intell. 118 (2023)
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Few-shot re-identification of the speaker by social robots. Auton. Robots 47 (2) (2023)
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Degramnet: effective audio analysis based on a fully learnable time-frequency representation. Neural Comput. Appl. 35 (27) (2023)
Diego Gragnaniello, Antonio Greco, Alessia Saggese, Mario Vento, Antonio Vicinanza
Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios. Sensors 23 (8) (2023)
Lidia Fotia, Gennaro Percannella, Alessia Saggese, Mario Vento
Highly Crowd Detection and Counting Based on Curriculum Learning. CAIP (2) (2023)
Giuseppe De Simone, Pasquale Foggia, Alessia Saggese, Mario Vento
Autonomous mobile robot for automatic out of stock detection in a supermarket. ICCV (Workshops) (2023)
Antonio Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
A deep learning based system for handwashing procedure evaluation. Neural Comput. Appl. 35 (22) (2023)
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
A Social Robot Architecture for Personalized Real-Time Human-Robot Interaction. IEEE Internet Things J. 10 (24) (2023)
Stefano Bini, Gennaro Percannella, Alessia Saggese, Mario Vento
A multi-task network for speaker and command recognition in industrial environments. Pattern Recognit. Lett. 176 (2023)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
Attention-based Gender Recognition on Masked Faces. VISIGRAPP (5: VISAPP) (2022)
Antonio Greco, Alessia Saggese, Bruno Vento
A Robust and Efficient Overhead People Counting System for Retail Applications. ICIAP (2) (2022)
Stefano Bini, Antonio Greco, Alessia Saggese, Mario Vento
Benchmarking deep neural networks for gesture recognition on embedded devices. RO-MAN (2022)
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
I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores. MCFR@MM (2022)
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Efficient Transformers for on-robot Natural Language Understanding. Humanoids (2022)
Antonio Greco, Leonardo Rundo, Alessia Saggese, Mario Vento, Antonio Vicinanza
Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter? ICIAP (1) (2022)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Effective training of convolutional neural networks for age estimation based on knowledge distillation. Neural Comput. Appl. 34 (24) (2022)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Vehicles Detection for Smart Roads Applications on Board of Smart Cameras: A Comparative Analysis. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
Robustness Evaluation of Convolutional Neural Networks for Malware Classification. ITASEC (2021)
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
DENet: a deep architecture for audio surveillance applications. Neural Comput. Appl. 33 (17) (2021)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Gender recognition in the wild: a robustness evaluation over corrupted images. J. Ambient Intell. Humaniz. Comput. 12 (12) (2021)
Antonio Greco, Christopher Pironti, Alessia Saggese, Mario Vento, Vincenzo Vigilante
A deep learning based approach for detecting panels in photovoltaic plants. APPIS (2020)
Antonio Greco, Alessia Saggese, Mario Vento
Digital Signage by Real-Time Gender Recognition From Face Images. MetroInd4.0&IoT (2020)
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Which are the factors affecting the performance of audio surveillance systems? ICPR (2020)
Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
Comparing performance of graph matching algorithms on huge graphs. Pattern Recognit. Lett. 134 (2020)
Antonio Greco, Nicolai Petkov, Alessia Saggese, Mario Vento
AReN: A Deep Learning Approach for Sound Event Recognition Using a Brain Inspired Representation. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Performance Assessment of Face Analysis Algorithms with Occluded Faces. ICPR Workshops (2) (2020)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
An effective real time gender recognition system for smart cameras. J. Ambient Intell. Humaniz. Comput. 11 (6) (2020)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
An intelligent flying system for automatic detection of faults in photovoltaic plants. J. Ambient Intell. Humaniz. Comput. 11 (5) (2020)
Antonio Roberto, Alessia Saggese, Mario Vento
A deep convolutionary network for automatic detection of audio events. APPIS (2020)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
A Convolutional Neural Network for Gender Recognition Optimizing the Accuracy/Speed Tradeoff. IEEE Access 8 (2020)
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Emotion analysis from faces for social robotics. SMC (2019)
Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento, Vincenzo Vigilante
Detecting Sounds of Interest in Roads with Deep Networks. ICIAP (2) (2019)
Alessia Saggese, Mario Vento, Vincenzo Vigilante
MIVIABot: A Cognitive Robot for Smart Museum. CAIP (1) (2019)
Zhihan Lv, Irfan Mehmood, Mario Vento, Minh-Son Dao, Kaoru Ota, Alessia Saggese
IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things. IEEE Access 7 (2019)
Danilo Cavaliere, Vincenzo Loia, Alessia Saggese, Sabrina Senatore, Mario Vento
Semantically Enhanced UAVs to Increase the Aerial Scene Understanding. IEEE Trans. Syst. Man Cybern. Syst. 49 (3) (2019)
Antonio Roberto, Alessia Saggese, Mario Vento
A Challenging Voice Dataset for Robotic Applications in Noisy Environments. CAIP (2) (2019)
Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
SoReNet: a novel deep network for audio surveillance applications. SMC (2019)
Danilo Cavaliere, Vincenzo Loia, Alessia Saggese, Sabrina Senatore, Mario Vento
A human-like description of scene events for a proper UAV-based video content analysis. Knowl. Based Syst. 178 (2019)
Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov
Learning skeleton representations for human action recognition. Pattern Recognit. Lett. 118 (2019)
Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
A System for Controlling How Carefully Surgeons Are Cleaning Their Hands. CAIP (2) (2019)
Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3. IEEE Trans. Pattern Anal. Mach. Intell. 40 (4) (2018)
Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective. S+SSPR (2018)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
A Wearable Embedded System for Detecting Accidents while Running. VISIGRAPP (4: VISAPP) (2018)
George Azzopardi, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
Gender recognition from face images using trainable shape and color features. ICPR (2018)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction. IEEE Access 6 (2018)
George Azzopardi, Antonio Greco, Alessia Saggese, Mario Vento
Fusion of Domain-Specific and Trainable Features for Gender Recognition From Face Images. IEEE Access 6 (2018)
Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov
Action recognition by learning pose representations. CoRR (2017)
George Azzopardi, Antonio Greco, Alessia Saggese, Mario Vento
Fast gender recognition in videos using a novel descriptor based on the gradient magnitudes of facial landmarks. AVSS (2017)
Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
Introducing VF3: A New Algorithm for Subgraph Isomorphism. GbRPR (2017)
Alessandro Arenella, Antonio Greco, Alessia Saggese, Mario Vento
Real Time Fault Detection in Photovoltaic Cells by Cameras on Drones. ICIAR (2017)
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
A Smartphone-Based System for Detecting Falls Using Anomaly Detection. ICIAP (2) (2017)
Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov
A real-time system for audio source localization with cheap sensor device. AVSS (2017)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges. Pattern Recognit. Lett. 82 (2016)
Luca Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Improving reliability of people tracking by adding semantic reasoning. AVSS (2016)
Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento
Action recognition by using kernels on aclets sequences. Comput. Vis. Image Underst. 144 (2016)
Pasquale Foggia, Nicolai Petkov, Alessia Saggese, Nicola Strisciuglio, Mario Vento
Audio Surveillance of Roads: A System for Detecting Anomalous Sounds. IEEE Trans. Intell. Transp. Syst. 17 (1) (2016)
Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov
Time-frequency analysis for audio event detection in real scenarios. AVSS (2016)
Luca Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Abnormal Event Recognition: A Hybrid Approach Using SemanticWeb Technologies. CVPR Workshops (2016)
Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. ICPR (2016)
Carmine Sansone, Daniel Pucher, Nicole M. Artner, Walter G. Kropatsch, Alessia Saggese, Mario Vento
Shape Normalizing and Tracking Dancing Worms. S+SSPR (2016)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results. Pattern Recognit. Lett. 82 (2016)
Mehrtash Harandi, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. Pattern Recognit. Lett. 82 (2016)
Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
A Method for Detecting Long Term Left Baggage based on Heat Map. VISAPP (2) (2015)
Pasquale Foggia, Nicolai Petkov, Alessia Saggese, Nicola Strisciuglio, Mario Vento
Reliable detection of audio events in highly noisy environments. Pattern Recognit. Lett. 65 (2015)
Pasquale Foggia, Benoit Gaüzère, Alessia Saggese, Mario Vento
Human action recognition using an improved string edit distance. AVSS (2015)
Benoit Gaüzère, Claudia Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Semantic Web Technologies for Object Tracking and Video Analytics. ISVC (2) (2015)
Giovanni Acampora, Pasquale Foggia, Alessia Saggese, Mario Vento
A hierarchical neuro-fuzzy architecture for human behavior analysis. Inf. Sci. 310 (2015)
Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov
Car crashes detection by audio analysis in crowded roads. AVSS (2015)
Duber Martinez, Alessia Saggese, Mario Vento, Humberto Loaiza, Eduardo F. Caicedo
Locally Adapted Gain Control for Reliable Foreground Detection. CAIP (1) (2015)
Benoit Gaüzère, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Human Tracking Using a Top-Down and Knowledge Based Approach. ICIAP (1) (2015)
Luc Brun, Pasquale Foggia, Alessia Saggese, Mario Vento
Recognition of Human Actions using Edit Distance on Aclet Strings. VISAPP (2) (2015)
Antonio d'Acierno, Alessia Saggese, Mario Vento
Designing Huge Repositories of Moving Vehicles Trajectories for Efficient Extraction of Semantic Data. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
Automatic detection of long term parked cars. AVSS (2015)
Pasquale Foggia, Alessia Saggese, Mario Vento
Real-Time Fire Detection for Video-Surveillance Applications Using a Combination of Experts Based on Color, Shape, and Motion. IEEE Trans. Circuits Syst. Video Technol. 25 (9) (2015)
Luc Brun, Benito Cappellania, Alessia Saggese, Mario Vento
Detection of anomalous driving behaviors by unsupervised learning of graphs. AVSS (2014)
Luc Brun, Alessia Saggese, Mario Vento
Dynamic Scene Understanding for Behavior Analysis Based on String Kernels. IEEE Trans. Circuits Syst. Video Technol. 24 (10) (2014)
Luc Brun, Alessia Saggese, Mario Vento
A reliable string kernel based approach for solving queries by sketch. AVSS (2014)
Rosario Di Lascio, Antonio Greco, Alessia Saggese, Mario Vento
Improving Fire Detection Reliability by a Combination of Videoanalytics. ICIAR (1) (2014)
Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento
HAck: A system for the recognition of human actions by kernels of visual strings. AVSS (2014)
Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
Pattern recognition in stained HEp-2 cells: Where are we now? Pattern Recognit. 47 (7) (2014)
Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento
Cascade classifiers trained on gammatonegrams for reliably detecting audio events. AVSS (2014)
Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio, Mario Vento
Exploiting the deep learning paradigm for recognizing human actions. AVSS (2014)
Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Nicola Strisciuglio, Mario Vento
Audio surveillance using a bag of aural words classifier. AVSS (2013)
Rosario Di Lascio, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
A real time algorithm for people tracking using contextual reasoning. Comput. Vis. Image Underst. 117 (8) (2013)
Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
Recognition of Human Actions from RGB-D Videos Using a Reject Option. ICIAP Workshops (2013)
Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
Recognizing Human Actions by a Bag of Visual Words. SMC (2013)
Luc Brun, Alessia Saggese, Mario Vento
Learning and Classification of Car Trajectories in Road Video by String Kernels. VISAPP (1) (2013)
Antonio d'Acierno, Marco Leone, Alessia Saggese, Mario Vento
A system for storing and retrieving huge amount of trajectory data, allowing spatio-temporal dynamic queries. ITSC (2012)
Luc Brun, Alessia Saggese, Mario Vento
A Clustering Algorithm of Trajectories for Behaviour Understanding Based on String Kernels. SITIS (2012)
Donatello Conte, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
An Ensemble of Rejecting Classifiers for Anomaly Detection of Audio Events. AVSS (2012)
Rosario Di Lascio, Pasquale Foggia, Alessia Saggese, Mario Vento
Tracking Interacting Objects in Complex Situations by using Contextual Reasoning. VISAPP (2) (2012)
Rosario Di Lascio, Pasquale Foggia, Alessia Saggese, Mario Vento
A Robust People Tracking Algorithm Using Contextual Reasoning for Recovering Detection Errors. VISIGRAPP (Selected Papers) (2012)
Giovanni Acampora, Pasquale Foggia, Alessia Saggese, Mario Vento
Combining Neural Networks and Fuzzy Systems for Human Behavior Understanding. AVSS (2012)
Antonio d'Acierno, Marco Leone, Alessia Saggese, Mario Vento
An Efficient Strategy for Spatio-temporal Data Indexing and Retrieval. KDIR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessia Saggese