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Nicola Messina
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2020 – today
- 2024
- [j9]Lucia Vadicamo
, Rahel Arnold
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12: 79342-79366 (2024) - [j8]Nicola Messina
Cascaded transformer-based networks for wikipedia large-scale image-caption matching. Multim. Tools Appl. 83(23): 62915-62935 (2024) - [c29]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. CVPR 2024: 22520-22529 - [c28]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: 58-63 - [c27]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: 332-339 - [i19]Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi:
Is CLIP the main roadblock for fine-grained open-world perception? CoRR abs/2404.03539 (2024) - [i18]Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok:
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval. CoRR abs/2407.02104 (2024) - [i17]Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi:
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting. CoRR abs/2409.15953 (2024) - 2023
- [j7]Jakub Lokoc
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multim. Syst. 29(6): 3481-3504 (2023) - [c26]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: 158-162 - [c25]Pawel Foszner, Agnieszka Szczesna, Luca Ciampi
Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods. VISIGRAPP (1: GRAPP) 2023: 222-229 - [c24]Luca Ciampi
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking. ICIAP (1) 2023: 316-327 - [c23]Nicola Messina
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. ICIAP (1) 2023: 512-524 - [c22]Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato:
AIMH Lab Approaches for Deepfake Detection. Ital-IA 2023: 432-436 - [c21]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: 538-543 - [c20]Werner Bailer
Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation. ICMR 2023: 597-601 - [c19]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: 649-653 - [c18]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: 615-621 - [c17]Nicola Messina
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. SIGIR 2023: 2420-2425 - [c16]Pawel Foszner, Agnieszka Szczesna, Luca Ciampi
CrowdSim2: An Open Synthetic Benchmark for Object Detectors. VISIGRAPP (5: VISAPP) 2023: 676-683 - [d5]Giuseppe Amato
VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from V3C1+V3C2 Dataset. Zenodo, 2023 - [d4]Giuseppe Amato
VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from MVK Dataset. Zenodo, 2023 - [d3]Giuseppe Amato
VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from VBSLHE Dataset. Zenodo, 2023 - [i16]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 abs/2304.05090 (2023) - [i15]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 abs/2304.13403 (2023) - [i14]Nicola Messina, Jan Sedmidubský, Fabrizio Falchi
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. CoRR abs/2305.15842 (2023) - [i13]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 abs/2311.17518 (2023) - 2022
- [b1]Nicola Messina:
Relational Learning in Computer Vision. University of Pisa, Italy, 2022 - [j6]Luca Guarnera
The Face Deepfake Detection Challenge. J. Imaging 8(10): 263 (2022) - [j5]Luca Ciampi
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport. Sensors 22(21): 8345 (2022) - [c15]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI 2022: 64-70 - [c14]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) 2022: 50-61 - [c13]Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. ICIAP (3) 2022: 219-229 - [c12]Filippo Minutella, Fabrizio Falchi, Paolo Manghi, Michele De Bonis, Nicola Messina:
Towards Unsupervised Machine Learning Approaches for Knowledge Graphs. IRCDL 2022 - [c11]Marco Avvenuti, Marco Bongiovanni, Luca Ciampi
A Spatio- Temporal Attentive Network for Video-Based Crowd Counting. ISCC 2022: 1-6 - [c10]Giuseppe Amato
VISIONE at Video Browser Showdown 2022. MMM (2) 2022: 543-548 - [d2]Giuseppe Amato
COCO, LVIS, Open Images V4 classes mapping. Zenodo, 2022 - [d1]Pawel Foszner
Bus Violence: a large-scale benchmark for video violence detection in public transport. Zenodo, 2022 - [i12]Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching. CoRR abs/2206.10436 (2022) - [i11]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR abs/2207.14757 (2022) - [i10]Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting. CoRR abs/2208.11339 (2022) - [i9]Fabio Carrara, Fabrizio Falchi
Deep learning for structural health monitoring: An application to heritage structures. CoRR abs/2211.10351 (2022) - 2021
- [j4]Nicola Messina, Giuseppe Amato
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143: 75-80 (2021) - [j3]Nicola Messina, Giuseppe Amato
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 128:1-128:23 (2021) - [c9]Nicola Messina, Giuseppe Amato
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI 2021: 1-6 - [c8]Giuseppe Amato
VISIONE at Video Browser Showdown 2021. MMM (2) 2021: 473-478 - [c7]Nicola Messina, Fabrizio Falchi
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models. SemEval@ACL/IJCNLP 2021: 1020-1026 - [i8]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Solving the Same-Different Task with Convolutional Neural Networks. CoRR abs/2101.09129 (2021) - [i7]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR abs/2106.00358 (2021) - [i6]Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi:
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. CoRR abs/2107.02612 (2021) - [i5]Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi:
Generative Adversarial Networks for Astronomical Images Generation. CoRR abs/2111.11578 (2021) - [i4]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR abs/2111.14576 (2021) - 2020
- [j2]Nicola Messina, Giuseppe Amato
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9(2): 113-124 (2020) - [j1]Luca Ciampi
Virtual to Real Adaptation of Pedestrian Detectors. Sensors 20(18): 5250 (2020) - [c6]Nicola Messina, Fabrizio Falchi
Transformer Reasoning Network for Image- Text Matching and Retrieval. ICPR 2020: 5222-5229 - [c5]Nicola Messina, Giuseppe Amato
Re-implementing and Extending Relation Network for R-CBIR. IRCDL 2020: 82-92 - [c4]Nicola Messina
Relational Visual-Textual Information Retrieval. SISAP 2020: 405-411 - [i3]Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities. CoRR abs/2001.03032 (2020) - [i2]Nicola Messina, Fabrizio Falchi
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR abs/2004.09144 (2020) - [i1]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR abs/2008.05231 (2020)
2010 – 2019
- 2019
- [c3]Nicola Messina, Giuseppe Amato
Testing Deep Neural Networks on the Same-Different Task. CBMI 2019: 1-6 - [c2]Giuseppe Amato
Learning Pedestrian Detection from Virtual Worlds. ICIAP (1) 2019: 302-312 - 2018
- [c1]Nicola Messina, Giuseppe Amato
Learning Relationship-Aware Visual Features. ECCV Workshops (4) 2018: 486-501
Coauthor Index
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last updated on 2024-12-10 21:46 CET by the dblp team
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