Nicola Messina

73 papers A* 2A 1B 5C 7Journal 36Unranked 21
YearRankTypeTitle / Venue / Authors
2026 B ed.
Similarity Search and Applications - 18th International Conference, SISAP 2025, Reykjavik, Iceland, October 1-3, 2025, Proceedings
SISAP
Giuseppe Amato, Vladimir Mic, Agma J. M. Traina, Nicola Messina, Laurent Amsaleg, Gylfi Þór Guðmundsson, Björn Þór Jónsson, Lucia Vadicamo
2025 J jnl
CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones.
CoRR
Giacomo Pacini, Lorenzo Bianchi, Luca Ciampi, Nicola Messina, Giuseppe Amato, Fabrizio Falchi
2025 — conf
JoinPap: Learning-Based Matching for the Reconstruction of Fragmentary Papyri.
ICIAP (Workshops 2)
Fabio Carrara, Massimiliano Corsini, Fabrizio Falchi, Nicola Messina
2025 J jnl
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
2025 J jnl
Learning Egocentric In-Hand Object Segmentation through Weak Supervision from Human Narrations.
CoRR
Nicola Messina, Rosario Leonardi, Luca Ciampi, Fabio Carrara, Giovanni Maria Farinella, Fabrizio Falchi, Antonino Furnari
2025 — conf
Maybe You Are Looking for CroQS 🐊 Cross-Modal Query Suggestion for Text-to-Image Retrieval.
ECIR (2)
Giacomo Pacini, Fabio Carrara, Nicola Messina, Nicola Tonellotto, Giuseppe Amato, Fabrizio Falchi
2025 A conf
Mind the Prompt: A Novel Benchmark for Prompt-Based Class-Agnostic Counting.
WACV
Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi
2025 J jnl
One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework.
CoRR
Lorenzo Bianchi, Giacomo Pacini, Fabio Carrara, Nicola Messina, Giuseppe Amato, Fabrizio Falchi
2025 J jnl
Structural Monitoring of Heritage Buildings Via Deep Learning Algorithms.
ERCIM News
Maria Girardi, Gianmarco Gurioli, Nicola Messina
2025 — conf
Towards Identity-Aware Cross-Modal Retrieval: A Dataset and a Baseline.
ECIR (1)
Nicola Messina, Lucia Vadicamo, Leo Maltese, Claudio Gennaro
2024 J jnl
Cascaded transformer-based networks for wikipedia large-scale image-caption matching.
Multim. Tools Appl.
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
2024 J jnl
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition.
IEEE Access
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
2024 J jnl
Is CLIP the main roadblock for fine-grained open-world perception?
CoRR
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi
2024 C conf
Is Clip the Main Roadblock for Fine-Grained Open-World Perception?
CBMI
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi
2024 J jnl
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval.
CoRR
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
2024 J jnl
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval.
CoRR
Giacomo Pacini, Fabio Carrara, Nicola Messina, Nicola Tonellotto, Giuseppe Amato, Fabrizio Falchi
2024 J jnl
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting.
CoRR
Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi
2024 J jnl
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation.
CoRR
Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Rita Cucchiara
2024 A* conf
The Devil is in the Fine-Grained Details: Evaluating open-Vocabulary Object Detectors for Fine-Grained Understanding.
CVPR
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
2024 J jnl
Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline.
CoRR
Nicola Messina, Lucia Vadicamo, Leo Maltese, Claudio Gennaro
2024 — conf
VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024.
MMM (4)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2024 C conf
Visione 5.0: Toward Evaluation With Novice Users.
CBMI
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2024 — conf
Will VISIONE Remain Competitive in Lifelog Image Search?
LSC@ICMR
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023 — conf
AIMH Lab 2022 Activities for Vision.
Ital-IA
Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023 — conf
AIMH Lab Approaches for Deepfake Detection.
Ital-IA
Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
2023 — conf
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.
ICIAP (1)
Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella
2023 — conf
CrowdSim2: An Open Synthetic Benchmark for Object Detectors.
VISIGRAPP (5: VISAPP)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 J jnl
CrowdSim2: an Open Synthetic Benchmark for Object Detectors.
CoRR
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 — conf
Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods.
VISIGRAPP (1: GRAPP)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 J jnl
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods.
CoRR
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 B conf
Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation.
ICMR
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
2023 J jnl
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS.
Multim. Syst.
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
2023 — conf
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking.
ICIAP (1)
Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2023 A* conf
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language.
SIGIR
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
2023 J jnl
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language.
CoRR
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
2023 J jnl
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding.
CoRR
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
2023 — conf
VISIONE at Video Browser Showdown 2023.
MMM (1)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023 C conf
VISIONE for newbies: an easier-to-use video retrieval system.
CBMI
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023 B conf
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities.
ICMR
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2022 C conf
A Spatio- Temporal Attentive Network for Video-Based Crowd Counting.
ISCC
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2022 J jnl
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting.
CoRR
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2022 C conf
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval.
CBMI
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
2022 J jnl
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval.
CoRR
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
2022 J jnl
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.
Sensors
Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato
2022 — conf
Combining EfficientNet and Vision Transformers for Video Deepfake Detection.
ICIAP (3)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
2022 J jnl
Deep learning for structural health monitoring: An application to heritage structures.
CoRR
Fabio Carrara, Fabrizio Falchi, Maria Girardi, Nicola Messina, Cristina Padovani, Daniele Pellegrini
2022 — conf
Recurrent Vision Transformer for Solving Visual Reasoning Problems.
ICIAP (3)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
2022 — —
Relational Learning in Computer Vision.
Nicola Messina
2022 J jnl
The Face Deepfake Detection Challenge.
J. Imaging
Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Barbaro 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
2022 — conf
Towards Unsupervised Machine Learning Approaches for Knowledge Graphs.
IRCDL
Filippo Minutella, Fabrizio Falchi, Paolo Manghi, Michele De Bonis, Nicola Messina
2022 J jnl
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.
CoRR
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
2022 — conf
VISIONE at Video Browser Showdown 2022.
MMM (2)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2021 — conf
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models.
SemEval@ACL/IJCNLP
Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2021 J jnl
Combining EfficientNet and Vision Transformers for Video Deepfake Detection.
CoRR
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
2021 J jnl
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders.
ACM Trans. Multim. Comput. Commun. Appl.
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2021 J jnl
Generative Adversarial Networks for Astronomical Images Generation.
CoRR
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
2021 J jnl
Recurrent Vision Transformer for Solving Visual Reasoning Problems.
CoRR
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
2021 J jnl
Solving the Same-Different Task with Convolutional Neural Networks.
CoRR
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
2021 J jnl
Solving the same-different task with convolutional neural networks.
Pattern Recognit. Lett.
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
2021 C conf
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
CBMI
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2021 J jnl
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
CoRR
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2021 — conf
VISIONE at Video Browser Showdown 2021.
MMM (2)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2020 J jnl
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders.
CoRR
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2020 J jnl
Learning visual features for relational CBIR.
Int. J. Multim. Inf. Retr.
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
2020 — conf
Re-implementing and Extending Relation Network for R-CBIR.
IRCDL
Nicola Messina, Giuseppe Amato, Fabrizio Falchi
2020 B conf
Relational Visual-Textual Information Retrieval.
SISAP
Nicola Messina
2020 B conf
Transformer Reasoning Network for Image- Text Matching and Retrieval.
ICPR
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
2020 J jnl
Transformer Reasoning Network for Image-Text Matching and Retrieval.
CoRR
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
2020 J jnl
Virtual to Real Adaptation of Pedestrian Detectors.
Sensors
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2020 J jnl
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.
CoRR
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2019 — conf
Learning Pedestrian Detection from Virtual Worlds.
ICIAP (1)
Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2019 C conf
Testing Deep Neural Networks on the Same-Different Task.
CBMI
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
2018 — conf
Learning Relationship-Aware Visual Features.
ECCV Workshops (4)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro