Nicola Messina

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 55

Top Topics

Video Retrieval

Top Venues

Publications

Lucia Vadicamo, Rahel Arnold, Werner Bailer, Fabio Carrara, Cathal Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoc, Sebastian Lubos, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Klaus Schöffmann, Florian Spiess, Minh-Triet Tran, Stefanos Vrochidis
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12 (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
Will VISIONE Remain Competitive in Lifelog Image Search? LSC@ICMR (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024. MMM (4) (2024)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval. CoRR (2024)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi
Is CLIP the main roadblock for fine-grained open-world perception? CoRR (2024)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Cascaded transformer-based networks for wikipedia large-scale image-caption matching. Multim. Tools Appl. 83 (23) (2024)
Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking. ICIAP (1) (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR (2023)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. SIGIR (2023)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding. CoRR (2023)
Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. ICIAP (1) (2023)
Werner Bailer, Rahel Arnold, Vera Benz, Davide Coccomini, Anastasios Gkagkas, Gylfi Þór Guðmundsson, Silvan Heller, Björn Þór Jónsson, Jakub Lokoc, Nicola Messina, Nick Pantelidis, Jiaxin Wu
Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation. ICMR (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2023. MMM (1) (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE for newbies: an easier-to-use video retrieval system. CBMI (2023)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods. VISIGRAPP (1: GRAPP) (2023)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods. CoRR (2023)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
CrowdSim2: An Open Synthetic Benchmark for Object Detectors. VISIGRAPP (5: VISAPP) (2023)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. CoRR (2023)
Jakub Lokoc, Stelios Andreadis, Werner Bailer, Aaron Duane, Cathal Gurrin, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Konstantin Schall, Klaus Schoeffmann, Omar Shahbaz Khan, Florian Spiess, Lucia Vadicamo, Stefanos Vrochidis
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multim. Syst. 29 (6) (2023)
Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
AIMH Lab 2022 Activities for Vision. Ital-IA (2023)
Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
AIMH Lab Approaches for Deepfake Detection. Ital-IA (2023)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
CrowdSim2: an Open Synthetic Benchmark for Object Detectors. CoRR (2023)
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting. CoRR (2022)
Filippo Minutella, Fabrizio Falchi, Paolo Manghi, Michele De Bonis, Nicola Messina
Towards Unsupervised Machine Learning Approaches for Knowledge Graphs. IRCDL (2022)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. ICIAP (3) (2022)
Fabio Carrara, Fabrizio Falchi, Maria Girardi, Nicola Messina, Cristina Padovani, Daniele Pellegrini
Deep learning for structural health monitoring: An application to heritage structures. CoRR (2022)
Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato
The Face Deepfake Detection Challenge. J. Imaging 8 (10) (2022)
Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport. Sensors 22 (21) (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI (2022)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) (2022)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2022. MMM (2) (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR (2022)
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
A Spatio- Temporal Attentive Network for Video-Based Crowd Counting. ISCC (2022)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching. CoRR (2022)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2021. MMM (2) (2021)
Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models. SemEval@ACL/IJCNLP (2021)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR (2021)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. CoRR (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR (2021)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143 (2021)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the Same-Different Task with Convolutional Neural Networks. CoRR (2021)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Generative Adversarial Networks for Astronomical Images Generation. CoRR (2021)
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR (2020)
Nicola Messina
Relational Visual-Textual Information Retrieval. SISAP (2020)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9 (2) (2020)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi
Re-implementing and Extending Relation Network for R-CBIR. IRCDL (2020)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR (2020)
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Transformer Reasoning Network for Image- Text Matching and Retrieval. ICPR (2020)
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Virtual to Real Adaptation of Pedestrian Detectors. Sensors 20 (18) (2020)
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities. CoRR (2020)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Testing Deep Neural Networks on the Same-Different Task. CBMI (2019)
Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
Learning Pedestrian Detection from Virtual Worlds. ICIAP (1) (2019)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Learning Relationship-Aware Visual Features. ECCV Workshops (4) (2018)