Nicola Messina

Orcid: 0000-0003-3011-2487

According to our database¹, Nicola Messina authored at least 56 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Cascaded transformer-based networks for wikipedia large-scale image-caption matching.

[BibT_eX]

[DOI]

Nicola Messina

Davide Alessandro Coccomini

Andrea Esuli

Fabrizio Falchi

Multim. Tools Appl., July, 2024

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from MVK Dataset.

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[DOI]

Dataset, January, 2024

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from VBSLHE Dataset.

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[DOI]

Dataset, January, 2024

Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline.

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[DOI]

CoRR, 2024

Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval.

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[DOI]

CoRR, 2024

Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation.

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CoRR, 2024

Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting.

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CoRR, 2024

Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval.

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[DOI]

CoRR, 2024

Is CLIP the main roadblock for fine-grained open-world perception?

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[DOI]

CoRR, 2024

Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition.

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[DOI]

IEEE Access, 2024

VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024.

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Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Will VISIONE Remain Competitive in Lifelog Image Search?

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[DOI]

Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024

The Devil is in the Fine-Grained Details: Evaluating open-Vocabulary Object Detectors for Fine-Grained Understanding.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS.

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[DOI]

Multim. Syst., December, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from VBSLHE Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from MVK Dataset.

[BibT_eX]

[DOI]

Dataset, September, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from V3C1+V3C2 Dataset.

[BibT_eX]

[DOI]

Dataset, July, 2023

CrowdSim2: An Open Synthetic Benchmark for Object Detectors.

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[DOI]

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language.

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[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

VISIONE at Video Browser Showdown 2023.

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[DOI]

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation.

[BibT_eX]

[DOI]

Gylfi Þór Guðmundsson

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities.

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[DOI]

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

AIMH Lab Approaches for Deepfake Detection.

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[DOI]

Davide Alessandro Coccomini

Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Vision.

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[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.

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[DOI]

Giovanni Maria Farinella

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking.

[BibT_eX]

[DOI]

Luca Ciampi

Nicola Messina

Gaetano Emanuele Valenti

Giuseppe Amato

Fabrizio Falchi

Claudio Gennaro

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods.

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[DOI]

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

VISIONE for newbies: an easier-to-use video retrieval system.

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Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

COCO, LVIS, Open Images V4 classes mapping.

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[DOI]

Dataset, October, 2022

Bus Violence: a large-scale benchmark for video violence detection in public transport.

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[DOI]

Dataset, September, 2022

Relational Learning in Computer Vision.

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[DOI]

Nicola Messina

PhD thesis, 2022

Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.

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[DOI]

Sensors, 2022

The Face Deepfake Detection Challenge.

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[DOI]

J. Imaging, 2022

Deep learning for structural health monitoring: An application to heritage structures.

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[DOI]

CoRR, 2022

Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.

[BibT_eX]

[DOI]

Nicola Messina

Davide Alessandro Coccomini

Andrea Esuli

Fabrizio Falchi

CoRR, 2022

VISIONE at Video Browser Showdown 2022.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

A Spatio- Temporal Attentive Network for Video-Based Crowd Counting.

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[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2022

Towards Unsupervised Machine Learning Approaches for Knowledge Graphs.

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[DOI]

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Recurrent Vision Transformer for Solving Visual Reasoning Problems.

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[DOI]

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

Combining EfficientNet and Vision Transformers for Video Deepfake Detection.

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[DOI]

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

ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval.

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[DOI]

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021

Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders.

[BibT_eX]

[DOI]

Stéphane Marchand-Maillet

ACM Trans. Multim. Comput. Commun. Appl., 2021

Solving the same-different task with convolutional neural networks.

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[DOI]

Pattern Recognit. Lett., 2021

Generative Adversarial Networks for Astronomical Images Generation.

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[DOI]

CoRR, 2021

AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models.

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Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

VISIONE at Video Browser Showdown 2021.

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[DOI]

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.

[BibT_eX]

[DOI]

Stéphane Marchand-Maillet

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Virtual to Real Adaptation of Pedestrian Detectors.

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[DOI]

Sensors, 2020

Learning visual features for relational CBIR.

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[DOI]

Int. J. Multim. Inf. Retr., 2020

Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.

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[DOI]

CoRR, 2020

Relational Visual-Textual Information Retrieval.

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[DOI]

Nicola Messina

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Re-implementing and Extending Relation Network for R-CBIR.

[BibT_eX]

[DOI]

Nicola Messina

Giuseppe Amato

Fabrizio Falchi

Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Transformer Reasoning Network for Image- Text Matching and Retrieval.

[BibT_eX]

[DOI]

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

2019

Learning Pedestrian Detection from Virtual Worlds.

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[DOI]

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

Testing Deep Neural Networks on the Same-Different Task.

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[DOI]

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Learning Relationship-Aware Visual Features.

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[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Nicola Messina

Timeline

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