Publications
2022
Improved Ship Detection Algorithm from Satellite Images Using YOLOv7 and Graph Neural Network
K Patel, C Bhatt, PL Mazzeo
Algorithms 15 (12), 473
ViTFER: Facial Emotion Recognition with Vision Transformers
A Chaudhari, C Bhatt, A Krishna, PL Mazzeo
Applied System Innovation 5 (4), 80
A Deep Learning Approach for Vehicle Re-Identification
P Spagnolo, PL Mazzeo, F Buccoliero, PL Carcagnì, C Distante
2022 7th International Conference on Smart and Sustainable Technologies (SpliTech)
Automatize skin prick test with a low cost Machine vision system
PL Mazzeo, S Miglietta, P Spagnolo, P Carcagnì, C Distante
2022 7th International Conference on Smart and Sustainable Technologies (SpliTech)
Deep learning-based automatic detection of ships: an experimental study using satellite images
K Patel, C Bhatt, PL Mazzeo
Journal of imaging 8 (7), 182
Human Action Recognition with Transformers
PL Mazzeo, P Spagnolo, M Fasano, C Distante
International Conference on Image Analysis and Processing, 230-241
Morphological Galaxies Classification According to Hubble-de Vaucouleurs Diagram Using CNNs
PL Mazzeo, A Rizzo, C Distante
International Conference on Image Analysis and Processing, 51-62
L Cino, PL Mazzeo, C Distante
International Conference on Image Analysis and Processing, 77-88
A Lightweight Model for Satellite Pose Estimation
P Carcagnì, M Leo, P Spagnolo, PL Mazzeo, C Distante
International Conference on Image Analysis and Processing, 3-14
2021
Deep Learning based Eye gaze estimation and prediction
Pier Luigi Mazzeo, Dilan D'Amico, Paolo Spagnolo, Cosimo Distante
2021 6th International Conference on Smart and Sustainable Technologies (Splitech2021)
Flavia Lecciso, Annalisa Levante, Rosa Angela Fabio, Tindara Caprì, Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Pier Luigi Mazzeo, Paolo Spagnolo, Serena Petrocchi
Frontiers in Psychology, 2826
2020
A Siamese Neural Network for Non-Invasive Baggage Re-Identification
Pier Luigi Mazzeo, Christian Libetta, Paolo Spagnolo, Cosimo Distante
Journal of Imaging 6 (11), 126
Dense descriptor for visual tracking and robust update model strategy
Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Pierluigi Carcagnì, Marco Del Coco, Cosimo Distante
Journal of Ambient Intelligence and Humanized Computing 11 (8), 3089-3099
MH-MetroNet—A Multi-Head CNN for Passenger-Crowd Attendance Estimation
Pier Luigi Mazzeo, Riccardo Contino, Paolo Spagnolo, Cosimo Distante, Ettore Stella, Massimiliano Nitti, Vito Renò
Journal of Imaging 6 (7), 62
Marco Leo, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Dario Cazzato, Cosimo Distante
Information 11 (3), 128
Vittorio Bianco, Pier Luigi Mazzeo, Melania Paturzo, Cosimo Distante, Pietro Ferraro
Optics and Lasers in Engineering 124, 105818
2019
A new annotated dataset for boat detection and re-identification
Paolo Spagnolo, Francesco Filieri, Cosimo Distante, Pier Luigi Mazzeo, Paolo D'Ambrosio
2019 16th IEEE International Conference on Advanced Video and Signal Based …
Classification of skin lesions by combining multilevel learnings in a DenseNet architecture
Pierluigi Carcagnì, Marco Leo, Andrea Cuna, Pier Luigi Mazzeo, Paolo Spagnolo, Giuseppe Celeste, Cosimo Distante
International conference on image analysis and processing, 335-34416
Convolutional neural networks for recognition and segmentation of aluminum profiles
Pier Luigi Mazzeo, Arturo Argentieri, Federico De Luca, Paolo Spagnolo, Cosimo Distante, Marco Leo, Pierluigi Carcagnì
Multimodal Sensing: Technologies and Applications 11059, 110590S4
A Vision-based Intelligent System for Coastal Erosion Monitoring
Paolo Spagnolo, Pier Luigi Mazzeo, Andrea Quarta, Cosimo Distante, Paolo D'Ambrosio
OCEANS 2019-Marseille, 1-7
Computational analysis of deep visual data for quantifying facial expression production
Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Pier Luigi Mazzeo, Paolo Spagnolo, Annalisa Levante,
Serena Petrocchi, Flavia Lecciso
Applied Sciences 9 (21), 454216
2018
Computational assessment of facial expression production in ASD children
Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Paolo Spagnolo, Pier Luigi Mazzeo, Anna Chiara Rosato, Serena Petrocchi, Chiara Pellegrino, Annalisa Levante, Filomena De Lumè, Flavia Lecciso
Sensors 18 (11), 3993
A low footprint and high discriminative CNN for face recognition
Pierluigi Carcagnì, Marco Del Coco, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Giuseppe Celeste, Cosimo Distante
20th Italian National Conference on Photonic Technologies (Fotonica 2018), 1-4
Marco Leo, Pierluigi Carcagnì, Marco Del Coco, Paolo Spagnolo, Pier Luigi Mazzeo, Giuseppe Celeste, Cosimo Distante, Flavia Lecciso, Annalisa Levante, Anna Chiara Rosato, Serena Petrocchi, Chiara Pellegrino
20th Italian National Conference on Photonic Technologies (Fotonica 2018), 1-45
Automatic visual monitoring of welding procedure in stainless steel kegs
Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante, Raffaele Zecca
Optics and Lasers in Engineering 104, 220-231
2017
Multi-branch cnn for multi-scale age estimation
Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
International Conference on Image Analysis and Processing, 234-244
Marco Del Coco, Marco Leo, Pierluigi Carcagni, Paolo Spagnolo, Pier Luigi Mazzeo, Massimo Bernava, Flavia Marino, Giovanni Pioggia, Cosimo Distante
Proceedings of the IEEE International Conference on Computer Vision Workshops
2016
Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement
Pier Luigi Mazzeo, Marco Leo, Paolo Spagnolo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante
Video Analytics. Face and Facial Expression Recognition and Audience Measurament - ICPR 2016
Intelligent Vision System for ASD Diagnosis and Assessment
Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
International Conference on Advanced Concepts for Intelligent Vision Systems - ACIVS 2016
A technological framework to support standardized protocols for the diagnosis and assessment of asd
Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
European Conference on Computer Vision, 269-284
Assessment of deep learning for gender classification on traditional datasets
Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
13th IEEE International Conference on Advanced Video and Signal Based Surveillance
Ball detection in soccer images using isophote’s curvature and discriminative features
Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Tommaso De Marco, Cosimo Distante
Pattern Analysis and Applications 19 (3), 709-7184
2015
Hamid Hassanpour, Ali Ghanbari Sorkhi, Pier Luigi Mazzeo
International Journal of Engineering 28 (12), 1711-1719
Automatic joint attention detection during interaction with a humanoid robot
Dario Cazzato, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
International Conference on Social Robotics, 124-134
BRISK Local Descriptors for Heavily Occluded Ball Recognition
Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
International Conference on Image Analysis and Processing, 172-182
A FragTrack algorithm enhancement for total occlusion management in visual object tracking
Francesco Adamo, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
Automated Visual Inspection and Machine Vision 9530, 95300R
Visual Tracking by using dense local descriptors
Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
Adaptive Optics: Analysis, Methods & Systems, JT5A. 16
Soft biometrics for a socially assistive robotic platform
Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Pier Luigi Mazzeo, Marco Leo, Cosimo Distante
Paladyn, Journal of Behavioral Robotics 6 (1)
2014
TLD and Struck: A Feature Descriptors Comparative Study
Francesco Adamo, Pierluigi Carcagnì,, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo
International Workshop on Activity Monitoring by Multiple Distributed Sensing (AMMDS) - ICPR
A Distributed Cooperative Architecture for Robotic Networks with Application to Ambient Intelligence
Antonio Petitti, Donato Di Paola, Annalisa Milella, Pier Luigi Mazzeo, Paolo Spagnolo, Grazia Cicirelli, Giovanni Attolico
International Workshop on Activity Monitoring by Multiple Distributed Sensing (AMMDS) - ICPR
Features descriptors for demographic estimation: a comparative study
Pierluigi Carcagnì, Marco Del Coco, Pier Luigi Mazzeo, Andrea Testa, Cosimo Distante
International Workshop on Video Analytics for Audience Measurement in Retail and Digital Signage - ICPR
A UAV-Based Visual Tracking Algorithm for Sensible Areas Surveillance
Pierluigi Carcagnì, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo, Francesco Adamo, Giovanni Indiveri
International Workshop on Modelling and Simulation for Autonomous Systems, 12-19
On-Field Testing and Evaluation of a Goal-Line Technology System
Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo, Massimiliano Nitti, Ettore Stella, Arcangelo Distante
Computer Vision in Sports, 67-90
A heterogeneous robotic network for distributed ambient assisted living
Antonio Petitti, Donato Di Paola, Annalisa Milella, Pier Luigi Mazzeo, Paolo Spagnolo, Grazia Cicirelli, Giovanni Attolico
Human Behavior Understanding in Networked Sensing, 321-338
2013
Accurate ball detection in soccer images using probabilistic analysis of salient regions
Marco Leo, Pier Luigi Mazzeo, Massimiliano Nitti, Paolo Spagnolo
Machine vision and applications 24 (8), 1561-1574
A distributed heterogeneous sensor network for tracking and monitoring
Antonio Petitti, Donato Di Paola, Annalisa Milella, Pier Luigi Mazzeo, Paolo Spagnolo, Grazia Cicirelli, Giovanni Attolico
2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Foreground segmentation by combining color and depth images
Simona Ottonelli, Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo
Iberian Conference on Pattern Recognition and Image Analysis, 699-706
Improved video segmentation with color and depth using a stereo camera
Simona Ottonelli, Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo
2013 IEEE international conference on industrial technology (ICIT), 1134-1139
Non-invasive soccer goal line technology: a real case study
Paolo Spagnolo, Marco Leo, Pier Mazzeo, Massimiliano Nitti, Ettore Stella, Arcangelo Distante
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2012
Error Propagation in Multi-Camera Tracking
Gabin Kayumbi, Pier Luigi Mazzeo, Andrea Cavallaro
2012 Eighth International Conference on Signal Image Technology and Internet Based Systems
Soccer ball detection by comparing different feature extraction methodologies
Pier Luigi Mazzeo, Marco Leo, Paolo Spagnolo, Massimiliano Nitti
Advances in Artificial Intelligence 2012
2011
Non-destructive analysis (NDT) of pantograph and catenary interaction
Ettore Stella, Pier Luigi Mazzeo, Massimiliano Nitti, Arcangelo Distante
IEEE international conference on pantograph catenary interaction framework for Intelligent Control
HSV and RGB color histograms comparing for objects tracking among non overlapping FOVs, using CBTF
Pier Luigi Mazzeo, Luciano Giove, Giuseppe M Moramarco, Paolo Spagnolo, Marco Leo
2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Object tracking in multiple cameras with disjoint views
Pier Luigi Mazzeo, Paolo Spagnolo
Object tracking
2010
Football players classification in a multi-camera environment
Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Tiziana D’Orazio
International Conference on Advanced Concepts for Intelligent Vision Systems
A novel histogram-based feature representation and its application in sport players classification
Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo, Tiziana D’Orazio
International Symposium on Visual Computing, 291-300
Real‐time smart surveillance using motion analysis
Marco Leo, Paolo Spagnolo, Tiziana D'Orazio, Pier Luigi Mazzeo, Arcangelo Distante
Expert Systems 27 (5), 314-337
Soccer player activity recognition by a multivariate features integration
Tiziana D'Orazio, Marco Leo, Pier Luigi Mazzeo, Paolo Spagnolo
2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance
A visual framework for interaction detection in soccer matches
Marco Leo, Nicola Mosca, Paolo Spagnolo, Pier Luigi Mazzeo, Tiziana D'orazio, Arcangelo Distante
International Journal of Pattern Recognition and Artificial Intelligence (JPRAI)
Potential dangerous object detection on railway ballast using digital image processing
Pier Luigi Mazzeo, Ettore Stella, M Massimiliano Nitti, Arcangelo Distante
WIT transactions on state of the art in science and engineering, 1st Edition WIT Press Ashurst
Active surveillance of dynamic environments using a multi-agent system
Annalisa Milella, Donato Di Paola, Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Grazia Cicirelli, Tiziana D'Orazio
IFAC Proceedings Volumes 43 (16), 13-18
2009
Edge-Based Algorithm for Shadows and Ghosts Removing
Paolo Spagnolo, Pier Luigi Mazzeo, Tiziana D’Orazio, Massimiliano Nitti
Pacific-Rim Conference on Multimedia, 1106-1111
Shadows Removal by Edges Matching
Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo, Tiziana D’Orazio
International Symposium on Visual Computing, 440-449
Object tracking by non-overlapping distributed camera network
Pier Luigi Mazzeo, Paolo Spagnolo, Tiziana D’Orazio
International Conference on Advanced Concepts for Intelligent Vision Systems
A semi-automatic system for ground truth generation of soccer video sequences
Tiziana D'Orazio, Marco Leo, Nicola Mosca, Paolo Spagnolo, Pier Luigi Mazzeo
2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Color brightness transfer function evaluation for non overlapping multi camera tracking
Tiziana D'Orazio, Pier Luigi Mazzeo, Paolo Spagnolo
2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)
Tiziana D'Orazio, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Nicola Mosca, Massimiliano Nitti, Arcangelo Distante
IEEE Transactions on Circuits and Systems for Video Technology 19 (12), 1804-1818
Multi-view player action recognition in soccer games
Marco Leo, Tiziana D’Orazio, Paolo Spagnolo, Pier Luigi Mazzeo, Arcangelo Distante
International Conference on Computer Vision/Computer Graphics Collaboration Techniques and Applications
Advanced Player Activity Recognition by Integrating Body Posture and Motion Information
Marco Leo, Tiziana D'Orazio, Paolo Spagnolo, Pier Luigi Mazzeo
VISAPP (2), 261-266
2008
Real-time multi-view event detection in soccer games
Marco Leo, Nicola Mosca, Paolo Spagnolo, Pier Luigi Mazzeo, Arcangelo Distante
2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 1-10
Visual players detection and tracking in soccer matches
Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Tiziana D'Orazio
2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance
Marco Leo, Nicola Mosca, Paolo Spagnolo, Pier Luigi Mazzeo, Tiziana D'Orazio, Arcangelo Distante
Proceedings of the 2008 international conference on Content-based image and Video Retrieval (CIVR)
Distributed visual sensing for virtual top-view trajectory generation in football videos
Gabin Kayumbi, Pier Luigi Mazzeo, Paolo Spagnolo, Murtaza Taj, Andrea Cavallaro
Proceedings of the 2008 international conference on Content-based image and Video Retrieval (CIVR)
Sift based ball recognition in soccer images
Marco Leo, Tiziana D’Orazio, Paolo Spagnolo, Pier Luigi Mazzeo, Arcangelo Distante
International Conference on Image and Signal Processing, 263-272
2007
People detection and tracking algorithm in soccer application
Pier Luigi Mazzeo, Paolo Spagnolo, Arcangelo Distante
Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control.
Unsupervised Algorithms for Segmentation and Clustering Applied to Soccer Players Classification
Paolo Spagnolo, Pier Luigi Mazzeo, Marco Leo, Tiziana D'Orazio
SIGMAP, 129-134
A visual tracking algorithm for real time people detection
Tiziana D'Orazio, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Nicola Mosca, Massimiliano Nitti
Eighth International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)
Francescomaria Marino, Arcangelo Distante, Pier Luigi Mazzeo, Ettore Stella
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)
2006
Potential dangerous object detection on railway ballast using digital image processing
Pier Luigi Mazzeo, Ettore Stella, Massimiliano Nitti, Arcangelo Distante
WIT Transactions on The Built Environment 88
2005
A FPGA-based architecture for automatic hexagonal bolts detection in railway maintenance
Gianluigi De Ruvo, Pasquale De Ruvo, Francescomaria Marino, Giuseppe Mastronardi, Pier Luigi Mazzeo, Ettore Stella
Seventh International Workshop on Computer Architecture for Machine Perceptron (CAMP)
Visual detection of hexagonal headed bolts using method of frames and matching pursuit
Pier Luigi Mazzeo, Ettore Stella, Nicola Ancona, Arcangelo Distante
Iberian Conference on Pattern Recognition and Image Analysis, 277-284
Visual recognition of fastening bolt in railway maintenance context by using wavelet transform
Pier Luigi Mazzeo, Ettore Stella, Massimiliano Nitti, Arcangelo Distante
International Journal on Graphics, Vision and Image Processing, v. SI1, 25-32
Automatic Hexagonal Bolts Detection in Railway Maintenance
Gianluigi De Ruvo, Pasquale De Ruvo, Francescomaria Marino, Giuseppe Mastronardi, Pier Luigi Mazzeo, Ettore Stella
Proceedings: Computer Architectures for Machine Perception, 219
2004
An automatic inspection system for the hexagonal headed bolts detection in railway maintenance
Pier Luigi Mazzeo, Massimiliano Nitti, Ettore Stella, Nicola Ancona, Arcangelo Distante
Proceedings. The 7th International IEEE Conference on Intelligent Trasportation Systems
Real-time position estimation of overhead line in railway application
Massimiliano Nitti, Pier Luigi Mazzeo, Ettore Stella, Arcangelo Distante
WIT Transactions on The Built Environment 74
Visual recognition of fastening bolts for railroad maintenance
Pier Luigi Mazzeo, Massimiliano Nitti, Ettore Stella, Arcangelo Distante
Pattern recognition letters 25 (6), 669-677
Visual recognition of noisy fastening bolts using neural networks and wavelet transform
Pier Luigi Mazzeo, Massimiliano Nitti, Ettore Stella, Arcangelo Distante
Proceedings of the Fourth International Conference on Visualization, Imaging and Image Processing
2003
Visual recognition of hexagonal headed bolts by comparing ICA to wavelets
Pier Luigi Mazzeo, Nicola Ancona, Ettore Stella, Arcangelo Distante
Proceedings of the 2003 IEEE International Symposium on Intelligent Control
Fastening Bolts recognition in Railway images by Independent Component Analysis
Pier Luigi Mazzeo, Nicola Ancona, Ettore Stella, Arcangelo Distante
Proceedings (396) IASTED - Visualization, Imaging and Image Processing (VIIP) 396, 202
2002
Visual recognition of missing fastening elements for railroad maintenance
Ettore Stella, Pier Luigi Mazzeo, Massimiliano Nitti, Grazia Cicirelli, Arcangelo Distante, Tiziana D'Orazio
Proceedings. The IEEE 5th International Conference on Intelligent Trasportation System