Fabrizio Falchi

259 papers A* 3A 2B 30C 17Misc 2Journal 118Unranked 84

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A survey on class-agnostic counting: Advancements from reference-based to open-world text-guided approaches. Comput. Vis. Image Underst. Luca Ciampi, Ali Azmoudeh, Elif Ecem Akbaba, Erdi Saritas, Ziya Ata Yazici, Hazim Kemal Ekenel, Giuseppe Amato, Fabrizio Falchi
2025	J	`jnl`	A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches. CoRR Luca Ciampi, Ali Azmoudeh, Elif Ecem Akbaba, Erdi Saritas, Ziya Ata Yazici, Hazim Kemal Ekenel, Giuseppe Amato, Fabrizio Falchi
2025	J	`jnl`	ARTEMIS: animal recognition through enhanced multimodal integration system. Int. J. Mach. Learn. Cybern. Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2025	J	`jnl`	Animal behavior analysis methods using deep learning: A survey. Expert Syst. Appl. Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2025	C	`conf`	Breaking the 2D Dependency: What Limits 3D-Only Open-Vocabulary Scene Understanding. CBMI Domenico D'Orsi, Fabio Carrara, Fabrizio Falchi, Nicola Tonellotto
2025	J	`jnl`	CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge. CoRR Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	Selective state models are what you need for animal action recognition. Ecol. Informatics Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2025	J	`jnl`	Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training. CoRR Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2025	J	`jnl`	The Game Boy Learning Environment. IEEE Trans. Games Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2024	—	`conf`	A Biologically-Inspired Approach to Biomedical Image Segmentation. ECCV Workshops (14) Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2024	J	`jnl`	Adversarial Magnification to Deceive Deepfake Detection through Super Resolution. CoRR Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2024	J	`jnl`	Animal Behavior Analysis Methods Using Deep Learning: A Survey. CoRR Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2024	J	`jnl`	Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging. CoRR Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2024	—	`conf`	CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge. ECCV Workshops (11) Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection. CoRR Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2024	J	`jnl`	Detecting images generated by diffusers. PeerJ Comput. Sci. Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024	—	`conf`	Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection. ECCV Workshops (21) Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024	J	`jnl`	Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection. CoRR Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024	J	`jnl`	In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach. SN Comput. Sci. Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. IEEE Trans. Inf. Forensics Secur. Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
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	—	`conf`	Robustness and Generalization of Synthetic Images Detectors. Ital-IA Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2024	J	`jnl`	Scalable bio-inspired training of Deep Neural Networks with FastHebb. Neurocomputing Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Hannes Fassold, Giuseppe Amato
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`	Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies. Int. J. Mach. Learn. Cybern. Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini, Donato Romano
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
2024	—	`conf`	You Write like a GPT. CLiC-it Andrea Esuli, Fabrizio Falchi, Marco Malvaldi, Giovanni Puccetti
2023	B	`conf`	A Graph Neural Network Approach for Evaluating Correctness of Groups of Duplicates. TPDL Michele De Bonis, Filippo Minutella, Fabrizio Falchi, Paolo Manghi
2023	J	`jnl`	A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
2023	—	`conf`	A Workflow for Developing Biohybrid Intelligent Sensing Systems. Ital-IA Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini
2023	J	`jnl`	A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps. Ecol. Informatics Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa
2023	—	`conf`	AIMH Lab 2022 Activities for Healthcare. Ital-IA Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	AIMH Lab for a Susteinable Bio-Inspired AI. Ital-IA Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023	—	`conf`	Adversarial Magnification to Deceive Deepfake Detection Through Super Resolution. PKDD/ECML Workshops (2) Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
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`	Detecting Generated Text and Attributing Language Model Source with Fine-tuned Models and Semantic Understanding. IberLEF@SEPLN Margherita Gambini, Marco Avvenuti, Fabrizio Falchi, Maurizio Tesconi, Tiziano Fagni
2023	J	`jnl`	Detecting Images Generated by Diffusers. CoRR Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023	J	`jnl`	Graph-based methods for Author Name Disambiguation: a survey. PeerJ Comput. Sci. Michele De Bonis, Fabrizio Falchi, Paolo Manghi
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	J	`jnl`	On the Generalization of Deep Learning Models in Video Deepfake Detection. J. Imaging Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro
2023	—	`ed.`	Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023. Ital-IA Fabrizio Falchi, Fosca Giannotti, Anna Monreale, Chiara Boldrini, Salvatore Rinzivillo, Sara Colantonio
2023	J	`jnl`	Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey. CoRR Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023	J	`jnl`	Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey. CoRR Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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	A	`conf`	The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation. ECAI Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
2023	J	`jnl`	The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation. CoRR Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
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`	Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	An embedded toolset for human activity monitoring in critical environments. Expert Syst. Appl. Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks. Neural Comput. Appl. Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022	—	`conf`	Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. MAD@ICMR Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022	J	`jnl`	Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. CoRR Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022	C	`conf`	Deep Features for CBIR with Scarce Data using Hebbian Learning. CBMI Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022	J	`jnl`	Deep Features for CBIR with Scarce Data using Hebbian Learning. CoRR Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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	J	`jnl`	Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources. Comput. Biol. Medicine Marco Di Benedetto, Fabio Carrara, Benedetta Tafuri, Salvatore Nigro, Roberto De Blasi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Gigli, Giancarlo Logroscino, Giuseppe Amato
2022	J	`jnl`	Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter. Inf. Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
2022	C	`conf`	Learning to Detect Fallen People in Virtual Worlds. CBMI Fabio Carrara, Lorenzo Pasco, Claudio Gennaro, Fabrizio Falchi
2022	J	`jnl`	MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. CoRR Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
2022	—	`conf`	MOBDrone: A Drone Video Dataset for Man OverBoard Rescue. ICIAP (2) Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
2022	J	`jnl`	MOBDrone: a Drone Video Dataset for Man OverBoard Rescue. CoRR Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
2022	J	`jnl`	MOCCA: Multilayer One-Class Classification for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato
2022	J	`jnl`	Multi-camera vehicle counting using edge-AI. Expert Syst. Appl. Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
2022	—	`conf`	On pushing DeepFake Tweet Detection capabilities to the limits. WebSci Margherita Gambini, Tiziano Fagni, Fabrizio Falchi, Maurizio Tesconi
2022	—	`conf`	Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
2022	—	`conf`	Reinforced Damage Minimization in Critical Events for Self-driving Vehicles. VISIGRAPP (5: VISAPP) Francesco Merola, Fabrizio Falchi, Claudio Gennaro, Marco Di Benedetto
2022	B	`ed.`	Similarity Search and Applications - 15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022, Proceedings SISAP Tomás Skopal, Fabrizio Falchi, Jakub Lokoc, Maria Luisa Sapino, Ilaria Bartolini, Marco Patella
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	B	`conf`	Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics. ICIP Roberto Caldelli, Fabio Carrara, 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	J	`jnl`	A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
2021	J	`jnl`	A Multi-resolution Approach to Expression Recognition in the Wild. CoRR Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi
2021	—	`conf`	A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper). SEBD Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi
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	—	`conf`	Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. NER Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, 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`	Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
2021	—	`conf`	Evaluating Hebbian Learning in a Semi-supervised Setting. LOD Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2021	J	`jnl`	Expression Recognition Analysis in the Wild. CoRR Donato Cafarelli, Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	Hebbian Semi-Supervised Learning in a Sample Efficiency Setting. CoRR Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2021	J	`jnl`	Hebbian semi-supervised learning in a sample efficiency setting. Neural Networks Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2021	J	`jnl`	Learning accurate personal protective equipment detection from virtual worlds. Multim. Tools Appl. Marco Di Benedetto, Fabio Carrara, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2021	J	`jnl`	MAFER: a Multi-resolution Approach to Facial Expression Recognition. CoRR Fabio Valerio Massoli, Donato Cafarelli, Claudio Gennaro, Giuseppe Amato, Fabrizio Falchi
2021	J	`jnl`	Multi-Camera Vehicle Counting Using Edge-AI. CoRR Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
2021	J	`jnl`	Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato
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	J	`jnl`	The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
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`	Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches. LOD Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
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`	Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. CoRR Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato
2020	—	`conf`	Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM. ECML/PKDD (5) Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
2020	J	`jnl`	Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM. CoRR Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
2020	J	`jnl`	Combining GANs and AutoEncoders for Efficient Anomaly Detection. CoRR Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
2020	B	`conf`	Combining GANs and AutoEncoders for efficient anomaly detection. ICPR Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
2020	B	`conf`	Continuous ODE-defined Image Features for Adaptive Retrieval. ICMR Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2020	B	`conf`	Cross-Resolution Deep Features Based Image Search. SISAP Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2020	J	`jnl`	Cross-resolution face recognition adversarial attacks. Pattern Recognit. Lett. Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato
2020	J	`jnl`	Cross-resolution learning for Face Recognition. Image Vis. Comput. Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi
2020	—	`conf`	Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. ICPR Workshops (6) Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
2020	—	`conf`	Edge-Based Video Surveillance with Embedded Devices. SEBD Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti
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`	Large-scale instance-level image retrieval. Inf. Process. Manag. Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2020	B	`conf`	Learning Distance Estimators from Pivoted Embeddings of Metric Objects. SISAP Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato
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	J	`jnl`	MOCCA: Multi-Layer One-Class Classification for Anomaly Detection. CoRR Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato
2020	—	`conf`	Multi-Resolution Face Recognition with Drones. SSIP Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Claudio Vairo
2020	—	`conf`	Re-implementing and Extending Relation Network for R-CBIR. IRCDL Nicola Messina, Giuseppe Amato, Fabrizio Falchi
2020	—	`conf`	Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
2020	J	`jnl`	The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. CoRR Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2020	J	`jnl`	Training Convolutional Neural Networks With Hebbian Principal Component Analysis. CoRR Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
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`	TweepFake: about Detecting Deepfake Tweets. CoRR Tiziano Fagni, Fabrizio Falchi, Margherita Gambini, Antonio Martella, Maurizio Tesconi
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
2020	—	`conf`	kNN-guided Adversarial Attacks. SEBD Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato
2019	J	`jnl`	AI in the media and creative industries. CoRR Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander García, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Viéville, Emmanuel Vincent
2019	J	`jnl`	About Deep Learning, Intuition and Thinking. ERCIM News Fabrizio Falchi
2019	J	`jnl`	Adversarial image detection in deep neural networks. Multim. Tools Appl. Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Rudy Becarelli
2019	B	`conf`	An Image Retrieval System for Video. SISAP Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2019	—	`conf`	CNN-based System for Low Resolution Face Recognition. SEBD Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
2019	C	`conf`	Counting Vehicles with Deep Learning in Onboard UAV Imagery. ISCC Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro
2019	J	`jnl`	Cross-Resolution Learning for Face Recognition. CoRR Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi
2019	J	`jnl`	Detecting Adversarial Inputs by Looking in the Black Box. ERCIM News Fabio Carrara, Fabrizio Falchi, Giuseppe Amato, Rudy Becarelli, Roberto Caldelli
2019	J	`jnl`	Detection of Face Recognition Adversarial Attacks. CoRR Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
2019	J	`jnl`	Distributed Video Surveillance Using Smart Cameras. J. Grid Comput. Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi
2019	—	`conf`	Evaluation of Continuous Image Features Learned by ODE Nets. ICIAP (1) Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2019	B	`conf`	Exploiting CNN Layer Activations to Improve Adversarial Image Classification. ICIP Roberto Caldelli, Rudy Becarelli, Fabio Carrara, Fabrizio Falchi, Giuseppe Amato
2019	—	`conf`	Face Verification and Recognition for Digital Forensics and Information Security. ISDFS Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Nikolaos Passalis, Anastasios Tefas, Alessandro Trivilini, Claudio Vairo
2019	—	`conf`	Hebbian Learning Meets Deep Convolutional Neural Networks. ICIAP (1) Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Gabriele Lagani
2019	—	`conf`	Improving Multi-scale Face Recognition Using VGGFace2. ICIAP Workshops Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
2019	—	`conf`	Learning Pedestrian Detection from Virtual Worlds. ICIAP (1) Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2019	C	`conf`	Learning Safety Equipment Detection using Virtual Worlds. CBMI Marco Di Benedetto, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2019	B	`conf`	Metric Embedding into the Hamming Space with the n-Simplex Projection. SISAP Lucia Vadicamo, Vladimir Mic, Fabrizio Falchi, Pavel Zezula
2019	—	`conf`	On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. WIFS Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
2019	B	`conf`	SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search. SISAP Lucia Vadicamo, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2019	C	`conf`	Testing Deep Neural Networks on the Same-Different Task. CBMI Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
2019	—	`conf`	VISIONE at VBS2019. MMM (2) Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2018	—	`conf`	Adversarial Examples Detection in Features Distance Spaces. ECCV Workshops (2) Fabio Carrara, Rudy Becarelli, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
2018	J	`jnl`	Aggregating binary local descriptors for image retrieval. Multim. Tools Appl. Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2018	—	`conf`	Counting Vehicles with Cameras. SEBD Luca Ciampi, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2018	Misc	`conf`	Deep Learning Techniques for Visual Food Recognition on a Mobile App. MISSI Michele De Bonis, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Manghi
2018	—	`conf`	Facial-based Intrusion Detection System with Deep Learning in Embedded Devices. SSIP Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
2018	—	`ch.`	How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi
2018	A*	`conf`	Large-Scale Image Retrieval with Elasticsearch. SIGIR Giuseppe Amato, Paolo Bolettieri, 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
2018	J	`jnl`	Picture it in your mind: generating high level visual representations from textual descriptions. Inf. Retr. J. Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
2018	B	`conf`	Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection. SISAP Giuseppe Amato, Edgar Chávez, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2017	—	`conf`	Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi
2017	J	`jnl`	Deep learning for decentralized parking lot occupancy detection. Expert Syst. Appl. Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Carlo Meghini, Claudio Vairo
2017	C	`conf`	Detecting adversarial example attacks to deep neural networks. CBMI Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Roberta Fumarola, Rudy Becarelli
2017	B	`conf`	Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines. ICMR Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
2017	J	`jnl`	Exploring epoch-dependent stochastic residual networks. CoRR Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo Fernández
2017	J	`jnl`	Preface. Inf. Syst. Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro
2017	C	`conf`	Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File. CBMI Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2017	—	`conf`	Towards Multimodal Surveillance for Smart Building Security. IWCIM@EUSIPCO Giuseppe Amato, Paolo Barsocchi, Fabrizio Falchi, Erina Ferro, Claudio Gennaro, Giuseppe Riccardo Leone, Davide Moroni, Ovidio Salvetti, Claudio Vairo
2016	J	`jnl`	Aggregating Binary Local Descriptors for Image Retrieval. CoRR Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2016	C	`conf`	Car parking occupancy detection using smart camera networks and Deep Learning. ISCC Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
2016	—	`conf`	Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval. IIR Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
2016	B	`conf`	Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing. SISAP Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	—	`conf`	How Effective Are Aggregation Methods on Binary Features?. VISIGRAPP (4: VISAPP) Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2016	—	`conf`	Indexing 100M Images with Deep Features and MI-File. IIR Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2016	B	`conf`	Large Scale Indexing and Searching Deep Convolutional Neural Network Features. DaWaK Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2016	J	`jnl`	On Reducing the Number of Visual Words in the Bag-of-Features Representation. CoRR Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2016	J	`jnl`	Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions. CoRR Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
2016	—	`conf`	Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. VISIGRAPP (4: VISAPP) Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	J	`jnl`	Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. CoRR Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	J	`jnl`	Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector. ACM Journal on Computing and Cultural Heritage Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2016	—	`conf`	YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval. MMCommons @ ACM Multimedia Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2016	B	`conf`	YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search. SISAP Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2015	J	`jnl`	A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
2015	—	`conf`	Efficient foreground-background segmentation using local features for object detection. ICDSC Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2015	J	`jnl`	Fast Image Classification for Monument Recognition. ACM Journal on Computing and Cultural Heritage Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2015	B	`conf`	Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device. SISAP Paolo Bolettieri, Vittore Casarosa, Fabrizio Falchi, Lucia Vadicamo, Philippe Martineau, Silvia Orlandi, Raffaella Santucci
2015	B	`conf`	Semiautomatic Learning of 3D Objects from Video Streams. SISAP Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
2015	B	`ed.`	Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings SISAP Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro
2015	—	`conf`	Visual Recognition in the EAGLE Project. IIR Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
2014	B	`conf`	Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files. ICMR Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Bolettieri
2014	B	`conf`	Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search. SISAP Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
2013	—	`conf`	Experimenting a Visual Attention Model in the Context of CBIR Systems. IIR Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi
2013	B	`conf`	Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors. SISAP Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro
2013	J	`jnl`	Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors. ERCIM News Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro
2013	—	`conf`	On Reducing the Number of Visual Words in the Bag-of-Features Representation. VISAPP (1) Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2013	—	`conf`	On Reducing the number of Visual Words. SEBD Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2013	B	`conf`	Pivot Selection Strategies for Permutation-Based Similarity Search. SISAP Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
2013	—	`conf`	Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks. VISAPP (1) Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi
2013	—	`conf`	Visual Features Selection. IIR Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2012	J	`jnl`	Similarity caching in large-scale image retrieval. Inf. Process. Manag. Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
2011	C	`conf`	Combining local and global visual feature similarity using a text search engine. CBMI Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2011	B	`conf`	Geometric consistency checks for kNN based image classification relying on local features. SISAP Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2011	—	`conf`	Landmark Recognition in VISITO Tuscany. MM4CH Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti
2011	B	`conf`	Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany. ICMR Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi
2011	—	`conf`	Local Feature based Image Similarity Functions for kNN Classification. ICAART (1) Giuseppe Amato, Fabrizio Falchi
2011	—	`conf`	On kNN Classification and Local Feature Based Similarity Functions. ICAART (Revised Selected Papers) Giuseppe Amato, Fabrizio Falchi
2011	J	`jnl`	VISITO Tuscany: Landmark Recognition for Cultural Heritage. ERCIM News Giuseppe Amato, Fabrizio Falchi, Paolo Bolettieri
2010	J	`jnl`	Building a web-scale image similarity search system. Multim. Tools Appl. Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula
2010	B	`conf`	kNN based image classification relying on local feature similarity. SISAP Giuseppe Amato, Fabrizio Falchi
2009	J	`jnl`	Adaptive Committees of Feature-Specific Classifiers for Image Classification. ERCIM News Fabrizio Falchi, Tiziano Fagni, Fabrizio Sebastiani
2009	—	`conf`	Caching Algorithms for Similarity Search. SEBD Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
2009	B	`conf`	Caching content-based queries for robust and efficient image retrieval. EDBT Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
2009	J	`jnl`	CoPhIR: a Test Collection for Content-Based Image Retrieval CoRR Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Tommaso Piccioli, Fausto Rabitti
2009	J	`jnl`	Distance browsing in distributed multimedia databases. Future Gener. Comput. Syst. Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula
2009	—	`conf`	Searching 100M Images by Content Similarity. IRCDL Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Yosi Mass, Raffaele Perego, Fausto Rabitti, Michal Shmueli-Scheuer
2008	—	`conf`	A metric cache for similarity search. LSDS-IR Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
2008	—	`conf`	Audio-Visual Content Analysis in P2P Networks: The SAPIR Approach. DEXA Workshops Walter Allasia, Fabrizio Falchi, Francesco Gallo, Mouna Kacimi, Aaron Kaplan, Jonathan Mamou, Yosi Mass, Nicola Orio
2008	—	`conf`	Crawling, Indexing, and Similarity Searching Images on the Web. SEBD Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula
2008	J	`jnl`	Efficient Video-Stream Filtering. IEEE Multim. Fabrizio Falchi, Claudio Gennaro, Pasquale Savino, Peter Stanchev
2008	J	`jnl`	Erratum to "Nearest neighbor search in metric spaces through Content-Addressable Networks" [Information Processing and Management 43 (2007) 665-683]. Inf. Process. Manag. Fabrizio Falchi, Claudio Gennaro, Pavel Zezula
2008	J	`jnl`	Nearest neighbor search in metric spaces through Content-Addressable Networks. Inf. Process. Manag. Fabrizio Falchi, Claudio Gennaro, Pavel Zezula
2008	J	`jnl`	Scalability comparison of Peer-to-Peer similarity search structures. Future Gener. Comput. Syst. Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
2008	Misc	`conf`	Special track on Engineering Large-Scale Distributed Systems: editorial message. SAC Fabrizio Falchi, Claudio Lucchese
2008	—	`conf`	Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries. IRCDL Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2007	—	`—`	A Content-Addressable Network for Similarity Search in Metric Spaces. Fabrizio Falchi
2007	B	`conf`	A Digital Library Framework for Reusing e-Learning Video Documents. EC-TEL Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2007	—	`conf`	A digital rights aware similarity measure for multimedia documents. MS Walter Allasia, Fabrizio Falchi, Francesco Gallo, Nicola Orio
2007	—	`conf`	A distributed incremental nearest neighbor algorithm. Infoscale Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula
2007	—	`conf`	Automatic metadata extraction and indexing for reusing e-learning multimedia objects. MS Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2007	C	`conf`	Florentine Coats of Arms on the Web: Experimenting with Retrieval Based on Text or Image Content. ISI Fabrizio Falchi, Fausto Rabitti, Werner Schweibenz, Jan Simane
2007	J	`jnl`	Nearest neighbor search in metric spaces through Content-Addressable Networks. Inf. Process. Manag. Fabrizio Falchi, Claudio Gennaro, Pavel Zezula
2007	—	`conf`	SAPIR: Scalable and Distributed Image Searching. SAMT (Posters and Demos) Fabrizio Falchi, Mouna Kacimi, Yosi Mass, Fausto Rabitti, Pavel Zezula
2006	—	`conf`	On scalability of the similarity search in the world of peers. Infoscale Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
2006	—	`conf`	Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience. ECDL Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino
2006	—	`conf`	Using MILOS to build an on-line photo album: the PhotoBook. SEBD Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino
2005	—	`conf`	A Content-Addressable Network for Similarity Search in Metric Spaces. DBISP2P Fabrizio Falchi, Claudio Gennaro, Pavel Zezula