Giuseppe Amato

285 papers A* 3A 1B 31C 14Misc 2Journal 108Unranked 121

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
2026	J	`jnl`	Neuro-Inspired Visual Pattern Recognition via Biological Reservoir Computing. CoRR Luca Ciampi, Ludovico Iannello, Fabrizio Tonelli, Gabriele Lagani, Angelo Di Garbo, Federico Cremisi, Giuseppe Amato
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
2026	J	`jnl`	Vi-SketchGPT: A Novel Multi-Scale and Context-Aware Representation for Sketch Generation and Classification. IEEE Access Giulio Federico, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Marco Di Benedetto
2025	B	`conf`	A Comparative Demonstration of Relevance Feedback Methods for Image Retrieval. SISAP Francesca Scotti, Lucia Vadicamo, Giuseppe Amato, Fabio Carrara
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`	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`	Comparison of Different Deep Neural Network Models in the Cultural Heritage Domain. CoRR Teodor Boyadzhiev, Gabriele Lagani, Luca Ciampi, Giuseppe Amato, Krassimira Ivanova
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`	From Neural Activity to Computation: Biological Reservoirs for Pattern Recognition in Digit Classification. ICCVW Ludovico Iannello, Luca Ciampi, Fabrizio Tonelli, Gabriele Lagani, Lucio Maria Calcagnile, Federico Cremisi, Angelo Di Garbo, Giuseppe Amato
2025	J	`jnl`	From Neural Activity to Computation: Biological Reservoirs for Pattern Recognition in Digit Classification. CoRR Ludovico Iannello, Luca Ciampi, Fabrizio Tonelli, Gabriele Lagani, Lucio Maria Calcagnile, Federico Cremisi, Angelo Di Garbo, Giuseppe Amato
2025	J	`jnl`	From Neurons to Computation: Biological Reservoir Computing for Pattern Recognition. CoRR Ludovico Iannello, Luca Ciampi, Gabriele Lagani, Fabrizio Tonelli, Eleonora Crocco, Lucio Maria Calcagnile, Angelo Di Garbo, Federico Cremisi, Giuseppe Amato
2025	J	`jnl`	LoomNet: Enhancing Multi-View Image Generation via Latent Space Weaving. CoRR Giulio Federico, Fabio Carrara, Claudio Gennaro, Giuseppe Amato, Marco Di Benedetto
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`	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`	Training-free sparse representations of dense vectors for scalable information retrieval. Inf. Syst. Fabio Carrara, Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
2025	J	`jnl`	ViSketch-GPT: Collaborative Multi-Scale Feature Extraction for Sketch Recognition and Generation. CoRR Giulio Federico, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Marco Di Benedetto
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`	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`	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`	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	—	`conf`	Spatio-Temporal 3D Reconstruction from Frame Sequences and Feature Points. IMX Workshops Giulio Federico, Fabio Carrara, Giuseppe Amato, Marco Di Benedetto
2024	J	`jnl`	Spatio-Temporal Reconstruction of Large Environments with Artificial Hallucinations. ERCIM News Marco Di Benedetto, Giulio Federico, Giuseppe Amato
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	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	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	J	`jnl`	Detecting Images Generated by Diffusers. CoRR Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023	J	`jnl`	Induced permutations for approximate metric search. Inf. Syst. Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
2023	J	`jnl`	Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks. Remote. Sens. Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Giuseppe Amato, Claudio Gennaro
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	—	`conf`	SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval. ECIR (2) Jan Sedmidubský, Fabio Carrara, Giuseppe Amato
2023	—	`conf`	Social and hUman ceNtered XR. Ital-IA Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato
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	—	`conf`	Traffic Scheduling in Non-Stationary Multipath Non-Terrestrial Networks: A Reinforcement Learning Approach. ICC Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
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
2023	B	`conf`	Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato
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	—	`conf`	Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. VTC Spring Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
2022	J	`jnl`	Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. CoRR Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
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	B	`conf`	Approximate Nearest Neighbor Search on Standard Search Engines. SISAP Fabio Carrara, Lucia Vadicamo, 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	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`	Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. VISIGRAPP (4: VISAPP) Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro
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 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	B	`conf`	FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. SISAP Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato
2022	J	`jnl`	FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. CoRR Gabriele Lagani, Claudio Gennaro, Hannes Fassold, 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	J	`jnl`	Learning to count biological structures with raters' uncertainty. Medical Image Anal. Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
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	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	—	`ed.`	Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022. SEBD Giuseppe Amato, Valentina Bartalesi, Devis Bianchini, Claudio Gennaro, Riccardo Torlone
2022	—	`conf`	Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
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`	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 Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence. CoRR Giuseppe Amato, Stefano Chessa, Mauro Dragone, Claudio Gennaro, 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`	Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
2021	—	`conf`	Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
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`	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	B	`conf`	On Generalizing Permutation-Based Representations for Approximate Search. SISAP Lucia Vadicamo, Claudio Gennaro, 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`	Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
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	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`	Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2020	—	`conf`	Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, 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
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`	Adversarial image detection in deep neural networks. Multim. Tools Appl. Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Rudy Becarelli
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`	Image Analysis in Technical Documentation. SEBD Fabio Carrara, Franca Debole, Claudio Gennaro, Giuseppe Amato
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	—	`conf`	On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. WIFS Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
2019	—	`ed.`	Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019. SEBD Massimo Mecella, Giuseppe Amato, Claudio Gennaro
2019	B	`ed.`	Similarity Search and Applications - 12th International Conference, SISAP 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings SISAP Giuseppe Amato, Claudio Gennaro, Vincent Oria, Milos Radovanovic
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`	A Wireless Smart Camera Network for Parking Monitoring. GLOBECOM Workshops Giuseppe Amato, Paolo Bolettieri, Davide Moroni, Fabio Carrara, Luca Ciampi, Gabriele Pieri, Claudio Gennaro, Giuseppe Riccardo Leone, 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	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`	A prediction-based distributed tracking protocol for video surveillance. ICNSC Hanna Kavalionak, Emanuele Carlini, Alessandro Lulli, Claudio Gennaro, Giuseppe Amato, Carlo Meghini, Laura Ricci
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`	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	A*	`conf`	Social Media Image Recognition for Food Trend Analysis. SIGIR Giuseppe Amato, Paolo Bolettieri, Vinicius Monteiro de Lira, Cristina Ioana Muntean, Raffaele Perego, Chiara Renso
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	—	`conf`	A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living. ISAmI Giuseppe Amato, Davide Bacciu, Stefano Chessa, Mauro Dragone, Claudio Gallicchio, Claudio Gennaro, Héctor Lozano Peiteado, Alessio Micheli, Gregory M. P. O'Hare, Arantxa Rentería, 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	—	`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 cognitive robotic ecology approach to self-configuring and evolving AAL systems. Eng. Appl. Artif. Intell. Mauro Dragone, Giuseppe Amato, Davide Bacciu, Stefano Chessa, Sonya A. Coleman, Maurizio Di Rocco, Claudio Gallicchio, Claudio Gennaro, Héctor Lozano Peiteado, Liam P. Maguire, T. Martin McGinnity, Alessio Micheli, Gregory M. P. O'Hare, Arantxa Rentería, Alessandro Saffiotti, Claudio Vairo, Philip J. Vance
2015	J	`jnl`	A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
2015	J	`jnl`	Application of Graph Theory to the elaboration of personal genomic data for genealogical research. PeerJ Comput. Sci. Vincenzo Palleschi, Luca Pagani, Stefano Pagnotta, Giuseppe Amato, Sergio Tofanelli
2015	J	`jnl`	Application of Graph Theory to the elaboration of personal genomic data for genealogical research. PeerJ Prepr. Vincenzo Palleschi, Luca Pagani, Stefano Pagnotta, Giuseppe Amato, Sergio Tofanelli
2015	—	`conf`	DICE: A Distributed Protocol for Camera-Aided Video Surveillance. CIT/IUCC/DASC/PICom Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Carlo Meghini
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	J	`jnl`	Querying moving events in wireless sensor networks. Pervasive Mob. Comput. Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo
2015	J	`jnl`	Robotic Ubiquitous Cognitive Ecology for Smart Homes. J. Intell. Robotic Syst. Giuseppe Amato, Davide Bacciu, Mathias Broxvall, Stefano Chessa, Sonya A. Coleman, Maurizio Di Rocco, Mauro Dragone, Claudio Gallicchio, Claudio Gennaro, Héctor Lozano Peiteado, T. Martin McGinnity, Alessio Micheli, Anjan Kumar Ray, Arantxa Rentería, Alessandro Saffiotti, David Swords, Claudio Vairo, Philip J. Vance
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	J	`jnl`	MI-File: using inverted files for scalable approximate similarity search. Multim. Tools Appl. Giuseppe Amato, Claudio Gennaro, Pasquale Savino
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`	A Data Logger for Wireless Sensor Network. SENSORNETS Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Daniele Pallini, Claudio Vairo
2013	—	`conf`	Experimenting a Visual Attention Model in the Context of CBIR Systems. IIR Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi
2013	J	`jnl`	Exploiting Computational Models of the Human Visual System. ERCIM News Franco Alberto Cardillo, Giuseppe Amato, Richard Connor
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	—	`conf`	Content-based Retrieval on Very Large Visual Document Archives. RCDL Giuseppe Amato
2012	—	`conf`	Dynamic Tracking of Composite Events in Wireless Sensor Networks. ADHOCNETS Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo
2012	—	`conf`	Quick and Easy Implementation of Approximate Similarity Search with Lucene. IRCDL Giuseppe Amato, Paolo Bolettieri, Claudio Gennaro, Fausto Rabitti
2012	—	`conf`	Robotic UBIquitous COgnitive Network. ISAmI Giuseppe Amato, Mathias Broxvall, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Rafa López, Liam P. Maguire, T. Martin McGinnity, Alessio Micheli, Arantxa Rentería, Gregory M. P. O'Hare, Federico Pecora
2011	—	`conf`	An Approach to Content-Based Image Retrieval based on the Lucene Search Engine Library (Extended Abstract). SEBD Claudio Gennaro, Giuseppe Amato, Paolo Bolettieri, Pasquale Savino
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	C	`conf`	Efficient detection of composite events in Wireless Sensor Networks: Design and evaluation. ISCC Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo
2011	B	`conf`	Element detection relying on information retrieval techniques applied to laser spectroscopy. SISAP Giuseppe Amato, Stefano Legnaioli, Giulia Lorenzetti, Vincenzo Palleschi, Lorenzo Pardini, 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	—	`conf`	An Approach to Content-Based Image Retrieval Based on the Lucene Search Engine Library. ECDL Claudio Gennaro, Giuseppe Amato, Paolo Bolettieri, Pasquale Savino
2010	J	`jnl`	MaD-WiSe: a distributed stream management system for wireless sensor networks. Softw. Pract. Exp. Giuseppe Amato, Stefano Chessa, Claudio Vairo
2010	B	`conf`	Modeling detection and tracking of complex events in wireless sensor networks. SMC Claudio Vairo, Giuseppe Amato, Stefano Chessa, Paolo Valleri
2010	B	`conf`	kNN based image classification relying on local feature similarity. SISAP Giuseppe Amato, Fabrizio Falchi
2009	J	`jnl`	Application-driven, energy-efficient communication in wireless sensor networks. Comput. Commun. Giuseppe Amato, Antonio Caruso, Stefano Chessa
2009	—	`conf`	Detection of images with adult content for parental control on mobile devices? Mobility Conference Giuseppe Amato, Paolo Bolettieri, Gabriele Costa, Francesco La Torre, Fabio Martinelli
2009	—	`conf`	MultiMatch: Multilingual/Multimedia Access to Cultural Heritage. IRCDL Giuseppe Amato, Franca Debole, Carol Peters, Pasquale Savino
2009	B	`conf`	Searching by Similarity and Classifying Images on a Very Large Scale. SISAP Giuseppe Amato, Pasquale Savino
2009	J	`jnl`	Towards Data Management in the Sensor Web: the MaD-WiSe System. ERCIM News Giuseppe Amato, Stefano Chessa, Francesco Furfari, Stefano Lenzi, Claudio Vairo
2008	—	`conf`	Approximate Similarity Search from another "Perspective". SEBD Giuseppe Amato, Pasquale Savino
2008	—	`conf`	Approximate similarity search in metric spaces using inverted files. Infoscale Giuseppe Amato, Pasquale Savino
2008	—	`conf`	Faceted Content-Based Image Retrieval. DEXA Workshops Giuseppe Amato, Carlo Meghini
2008	—	`conf`	The MultiMatch Prototype: Multilingual/Multimedia Search for Cultural Heritage Objects. ECDL Giuseppe Amato, Franca Debole, Carol Peters, Pasquale Savino
2008	—	`conf`	Use of weighted visual terms and machine learning techniques for image content recognition relying on mpeg-7 visual descriptors. MS Giuseppe Amato, Pasquale Savino, Vanessa Magionami
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	—	`conf`	Evaluating Preservation Strategies for Electronic Theses and Dissertations. DELOS Stephan Strodl, Christoph Becker, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, Max Kaiser, Hans Hofman, Heike Neuroth, Stefan Strathmann, Franca Debole, Giuseppe Amato
2007	—	`conf`	Image Indexing and Retrieval Using Visual Terms and Text-Like Weighting. DELOS Giuseppe Amato, Pasquale Savino, Vanessa Magionami
2007	—	`conf`	Multi-faceted Image Retrieval by Concept Lattice Querying and Navigation. IRCDL Giuseppe Amato, Carlo Meghini
2007	—	`conf`	MultiMatch - Multilingual/Multimedia Access to Cultural Heritage. ECDL Giuseppe Amato, Juan M. Cigarrán, Julio Gonzalo, Carol Peters, Pasquale Savino
2007	—	`conf`	MultiMatch - Multilingual/Multimedia Access to Cultural Heritage. IRCDL Giuseppe Amato, Juan M. Cigarrán, Julio Gonzalo, Carol Peters, Pasquale Savino
2007	—	`conf`	Query Optimization for Wireless Sensor Network Databases in the MadWise system. SEBD Giuseppe Amato, Paolo Baronti, Stefano Chessa
2007	—	`conf`	Region Based Image Similarity Search Inspired by Text Search. IRCDL Giuseppe Amato, Pasquale Savino, Vanessa Magionami
2006	—	`book`	Similarity Search - The Metric Space Approach Pavel Zezula, Giuseppe Amato, Vlastislav Dohnal, Michal Batko
2006	—	`conf`	The DELOS Testbed for Choosing a Digital Preservation Strategy. ICADL Stephan Strodl, Andreas Rauber, Carl Rauch, Hans Hofman, Franca Debole, Giuseppe Amato
2006	B	`conf`	The Stream System: a Data Collection and Communication Abstraction for Sensor Networks. SMC Giuseppe Amato, Paolo Baronti, Stefano Chessa, Valentina Masi
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 Native XML Database Supporting Approximate Match Search. ECDL Giuseppe Amato, Franca Debole
2004	—	`conf`	A Signature-Based Approach for Efficient Relationship Search on XML Data Collections. XSym Giuseppe Amato, Franca Debole, Fausto Rabitti, Pasquale Savino, Pavel Zezula
2004	Misc	`conf`	Image Classifiers for Scene Analysis. ICCVG Bertrand Le Saux, Giuseppe Amato
2004	—	`conf`	Image recognition for digital libraries. Multimedia Information Retrieval Bertrand Le Saux, Giuseppe Amato
2004	—	`conf`	Milos: A Multimedia Content Management System for Digital Library Applications. ECDL Giuseppe Amato, Claudio Gennaro, Fausto Rabitti, Pasquale Savino
2004	—	`conf`	Milos: A Multimedia Content Management System. SEBD Giuseppe Amato, Claudio Gennaro, Fausto Rabitti, Pasquale Savino
2003	—	`conf`	A path index for efficient XML path expression processing. SEBD Giuseppe Amato, Franca Debole, Pavel Zezula, Fausto Rabitti
2003	—	`conf`	Processing XML Queries with Tree Signatures. Intelligent Search on XML Data Pavel Zezula, Giuseppe Amato, Fausto Rabitti
2003	J	`jnl`	Region proximity in metric spaces and its use for approximate similarity search. ACM Trans. Inf. Syst. Giuseppe Amato, Fausto Rabitti, Pasquale Savino, Pavel Zezula
2003	—	`conf`	Tree Signatures for XML Querying and Navigation. Xsym Pavel Zezula, Giuseppe Amato, Franca Debole, Fausto Rabitti
2003	—	`conf`	YAPI: Yet Another Path Index for XML Searching. ECDL Giuseppe Amato, Franca Debole, Pavel Zezula, Fausto Rabitti
2002	—	`—`	Approximate similarity search in metric spaces. Giuseppe Amato
2001	—	`conf`	Searching Documentary Films On Line: The ECHO Digital Library. ICHIM (2) Giuseppe Amato, Claudio Gennaro, Pasquale Savino
2001	—	`conf`	VandA: a Metadata Model for Supporting New Usages of Historical Audio-Visual Archives Material. ICHIM (2) Giuseppe Amato, Donatella Castelli, Paola Venerosi
2000	—	`conf`	A Metadata Model for Historical Documentary Films. ECDL Giuseppe Amato, Donatella Castelli, Serena Pisani
2000	—	`conf`	Approximate Similarity Search in Metric Data by Using Region Proximity. DELOS Giuseppe Amato, Pasquale Savino, Fausto Rabitti, Pavel Zezula
2000	—	`conf`	Estimating Proximity of Metric Ball Regions for Multimedia Data Indexing. ADVIS Giuseppe Amato, Fausto Rabitti, Pasquale Savino, Pavel Zezula
1999	—	`conf`	User Profile Modeling and Applications to Digital Libraries. ECDL Giuseppe Amato, Umberto Straccia
1998	J	`jnl`	An Approach to a Content-Based Retrieval of Multimedia Data. Multim. Tools Appl. Giuseppe Amato, Gianni Mainetto, Pasquale Savino
1998	J	`jnl`	Approximate Similarity Retrieval with M-Trees. VLDB J. Pavel Zezula, Pasquale Savino, Giuseppe Amato, Fausto Rabitti
1998	J	`jnl`	Multimedia Document Search on the Web. Comput. Networks Giuseppe Amato, Fausto Rabitti, Pasquale Savino
1998	—	`conf`	Processing M-trees with Parallel Resources. RIDE Pavel Zezula, Pasquale Savino, Fausto Rabitti, Giuseppe Amato, Paolo Ciaccia
1998	—	`conf`	Retrieval of Multimedia Data by Similarity in the HERMES DBMS. SEBD Giuseppe Amato, Gianni Mainetto, Pasquale Savino
1997	C	`conf`	A Query Language for Similarity-Based Retrieval of Multimedia Data. ADBIS Giuseppe Amato, Gianni Mainetto, Pasquale Savino
1997	—	`conf`	Static Analysis of Transactions for Conservative Multigranularity Locking. DBPL Giuseppe Amato, Fosca Giannotti, Gianni Mainetto
1996	—	`conf`	Concurrent Index Management Using Shadow-Paging. SEBD Giuseppe Amato, Gianni Mainetto
1996	—	`conf`	Multigranularity Locking with the Use of Semantic Knowledge in a Layered Object Server. POS Giuseppe Amato, Salvatore Biscari, Gianni Mainetto, Fausto Rabitti
1994	—	`conf`	Conservative Multigranularity Locking for an Obiect-Oriented Persistent Language via Abstract Interpretation. SEBD Giuseppe Amato, Fosca Giannotti, Giovanni Mainetto
1993	A*	`conf`	Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation. VLDB Giuseppe Amato, Fosca Giannotti, Gianni Mainetto
1993	—	`conf`	Static Analysis of Transactions: an Experiment of Abstract Interpretation Usage. FMLDO Giuseppe Amato, Fosca Giannotti, Gianni Mainetto
1992	—	`conf`	Analysis of Concurrent Transactions in a Functional Database Programming Language. WSA Giuseppe Amato, Fosca Giannotti, Gianni Mainetto