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ORCIDGiuseppe Amato 0001
Person information
- affiliation: National Research Council (CNR), Pisa, Italy
Other persons with the same name
- Giuseppe Amato 0002 — Università di Salerno, Italy
- Giuseppe Amato 0003 — Bank of Italy
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2020 – today
- 2024
[j48]Gabriele Lagani
, Fabrizio Falchi, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
Scalable bio-inspired training of Deep Neural Networks with FastHebb. Neurocomputing 595: 127867 (2024)- [j47]Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Detecting images generated by diffusers. PeerJ Comput. Sci. 10: e2127 (2024) - [j46]Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach. SN Comput. Sci. 5(7): 834 (2024) - [j45]Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro:
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. IEEE Trans. Inf. Forensics Secur. 19: 6084-6096 (2024) - [c160]Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi:
Robustness and Generalization of Synthetic Images Detectors. Ital-IA 2024: 165-169 - [c159]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
Will VISIONE Remain Competitive in Lifelog Image Search? LSC@ICMR 2024: 58-63 - [c158]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024. MMM (4) 2024: 332-339 - [c157]Giulio Federico, Fabio Carrara, Giuseppe Amato, Marco Di Benedetto:
Spatio-Temporal 3D Reconstruction from Frame Sequences and Feature Points. IMX Workshops 2024: 52-64 - [i44]Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi:
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection. CoRR abs/2403.13479 (2024) - [i43]Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution. CoRR abs/2407.02670 (2024) - [i42]Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi:
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting. CoRR abs/2409.15953 (2024) - [i41]Marco Di Benedetto, Giulio Federico, Giuseppe Amato:
Spatio-Temporal Reconstruction of Large Environments with Artificial Hallucinations. ERCIM News 2024(137) (2024) - 2023
- [j44]Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi:
A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. 55(5): 98:1-98:37 (2023) - [j43]Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa:
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps. Ecol. Informatics 78: 102384 (2023) - [j42]Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro:
Induced permutations for approximate metric search. Inf. Syst. 119: 102286 (2023) - [j41]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Giuseppe Amato, Claudio Gennaro:
Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks. Remote. Sens. 15(7): 1842 (2023) - [c156]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE for newbies: an easier-to-use video retrieval system. CBMI 2023: 158-162 - [c155]Jan Sedmidubský, Fabio Carrara, Giuseppe Amato:
SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval. ECIR (2) 2023: 110-124 - [c154]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Traffic Scheduling in Non-Stationary Multipath Non-Terrestrial Networks: A Reinforcement Learning Approach. ICC 2023: 4094-4099 - [c153]Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking. ICIAP (1) 2023: 316-327 - [c152]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE 2023: 37-46 - [c151]Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato:
Social and hUman ceNtered XR. Ital-IA 2023: 48-53 - [c150]Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH Lab 2022 Activities for Healthcare. Ital-IA 2023: 128-133 - [c149]Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato:
AIMH Lab Approaches for Deepfake Detection. Ital-IA 2023: 432-436 - [c148]Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
AIMH Lab 2022 Activities for Vision. Ital-IA 2023: 538-543 - [c147]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH Lab for a Susteinable Bio-Inspired AI. Ital-IA 2023: 575-584 - [c146]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR 2023: 649-653 - [c145]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2023. MMM (1) 2023: 615-621 - [c144]Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato:
Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP 2023: 215-222 - [d8]Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa:
Pest Sticky Traps: a dataset for Whitefly Pest Population Density Estimation in Chromotropic Sticky Traps. Zenodo, 2023
- [d7]Leonardo Lupori, Valentino Totaro, Sara Cornuti, Luca Ciampi, Fabio Carrara, Edda Grilli, Aurelia Viglione, Francesca Tozzi, Elena Putignano, Raffaele Mazziotti, Giuseppe Amato, Claudio Gennaro, Paola Tognini, Tommaso Pizzorusso:
A deep learning-based dataset of WFA-positive perineuronal nets and parvalbumin neurons localizations in the adult mouse brain. Zenodo, 2023 - [i40]Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Detecting Images Generated by Diffusers. CoRR abs/2303.05275 (2023) - [i39]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey. CoRR abs/2307.16235 (2023) - [i38]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey. CoRR abs/2307.16236 (2023) - 2022
- [j40]Marco Di Benedetto, Fabio Carrara, Benedetta Tafuri, Salvatore Nigro, Roberto De Blasi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Gigli, Giancarlo Logroscino, Giuseppe Amato:
Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources. Comput. Biol. Medicine 148: 105937 (2022) - [j39]Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
An embedded toolset for human activity monitoring in critical environments. Expert Syst. Appl. 199: 117125 (2022) - [j38]Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato:
Multi-camera vehicle counting using edge-AI. Expert Syst. Appl. 207: 117929 (2022) - [j37]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter. Inf. 13(12): 555 (2022) - [j36]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:
The Face Deepfake Detection Challenge. J. Imaging 8(10): 263 (2022) - [j35]Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro:
Learning to count biological structures with raters' uncertainty. Medical Image Anal. 80: 102500 (2022) - [j34]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks. Neural Comput. Appl. 34(8): 6503-6519 (2022) - [j33]Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato:
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport. Sensors 22(21): 8345 (2022) - [j32]Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato:
MOCCA: Multilayer One-Class Classification for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2313-2323 (2022) - [c143]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI 2022: 64-70 - [c142]Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Deep Features for CBIR with Scarce Data using Hebbian Learning. CBMI 2022: 136-141 - [c141]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) 2022: 50-61 - [c140]Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. MAD@ICMR 2022: 52-58 - [c139]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2022. MMM (2) 2022: 543-548 - [c138]Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato:
Approximate Nearest Neighbor Search on Standard Search Engines. SISAP 2022: 214-221 - [c137]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. SISAP 2022: 251-264 - [c136]Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro:
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. VISIGRAPP (4: VISAPP) 2022: 887-897 - [c135]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. VTC Spring 2022: 1-5 - [e4]Giuseppe Amato, Valentina Bartalesi, Devis Bianchini, Claudio Gennaro, Riccardo Torlone:
Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022. CEUR Workshop Proceedings 3194, CEUR-WS.org 2022 [contents] - [d6]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
COCO, LVIS, Open Images V4 classes mapping. Zenodo, 2022 - [d5]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Night and Day Instance Segmented Park (NDISPark) Dataset: a Collection of Images taken by Day and by Night for Vehicle Detection, Segmentation and Counting in Parking Areas. Zenodo, 2022 - [d4]Pawel Foszner, Michal Staniszewski, Agnieszka Szczesna, Michal Cogiel, Dominik Golba, Luca Ciampi, Nicola Messina, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato, Gianluca Serao:
Bus Violence: a large-scale benchmark for video violence detection in public transport. Zenodo, 2022 - [d3]Leonardo Lupori, Valentino Totaro, Sara Cornuti, Luca Ciampi, Fabio Carrara, Edda Grilli, Aurelia Viglione, Francesca Tozzi, Elena Putignano, Raffaele Mazziotti, Giuseppe Amato, Claudio Gennaro, Paola Tognini, Tommaso Pizzorusso:
A brain-wide, annotated dataset of WFA-positive perineuronal nets and parvalbumin neurons in the adult mouse brain. Zenodo, 2022 - [i37]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. CoRR abs/2204.13343 (2022) - [i36]Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Deep Features for CBIR with Scarce Data using Hebbian Learning. CoRR abs/2205.08935 (2022) - [i35]Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. CoRR abs/2206.13829 (2022) - [i34]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. CoRR abs/2207.03172 (2022) - [i33]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR abs/2207.14757 (2022) - [i32]Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro:
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. CoRR abs/2211.10996 (2022) - 2021
- [j31]Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi:
Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. 202: 103103 (2021) - [j30]Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato:
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. 95: 101506 (2021) - [j29]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging 7(5): 76 (2021) - [j28]Marco Di Benedetto, Fabio Carrara, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Learning accurate personal protective equipment detection from virtual worlds. Multim. Tools Appl. 80(15): 23241-23253 (2021) - [j27]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Hebbian semi-supervised learning in a sample efficiency setting. Neural Networks 143: 719-731 (2021) - [j26]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143: 75-80 (2021) - [j25]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 128:1-128:23 (2021) - [c134]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI 2021: 1-6 - [c133]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2021. MMM (2) 2021: 473-478 - [c132]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches. LOD 2021: 25-40 - [c131]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Evaluating Hebbian Learning in a Semi-supervised Setting. LOD 2021: 365-379 - [c130]Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato:
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. NER 2021: 726-729 - [c129]Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi:
A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper). SEBD 2021: 427-433 - [c128]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD 2021: 442-449 - [c127]Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models. SemEval@ACL/IJCNLP 2021: 1020-1026 - [c126]Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato:
On Generalizing Permutation-Based Representations for Approximate Search. SISAP 2021: 66-80 - [c125]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) 2021: 185-195 - [d2]Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro:
A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images. Zenodo, 2021 - [d1]Raffaele Mazziotti, Fabio Carrara, Aurelia Viglione, Leonardo Lupori, Lo Verde Luca, Alessandro Benedetto, Ricci Giulia, Sagona Giulia, Giuseppe Amato, Tommaso Pizzorusso:
Human and Mouse Eyes for Pupil Semantic Segmentation. Zenodo, 2021 - [i31]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Solving the Same-Different Task with Convolutional Neural Networks. CoRR abs/2101.09129 (2021) - [i30]Donato Cafarelli, Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Expression Recognition Analysis in the Wild. CoRR abs/2101.09231 (2021) - [i29]Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi:
A Multi-resolution Approach to Expression Recognition in the Wild. CoRR abs/2103.05723 (2021) - [i28]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Hebbian Semi-Supervised Learning in a Sample Efficiency Setting. CoRR abs/2103.09002 (2021) - [i27]Fabio Valerio Massoli, Donato Cafarelli, Claudio Gennaro, Giuseppe Amato, Fabrizio Falchi:
MAFER: a Multi-resolution Approach to Facial Expression Recognition. CoRR abs/2105.02481 (2021) - [i26]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR abs/2106.00358 (2021) - [i25]Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato:
Multi-Camera Vehicle Counting Using Edge-AI. CoRR abs/2106.02842 (2021) - [i24]Giuseppe Amato, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Claudio Vairo:
A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence. CoRR abs/2106.05100 (2021) - [i23]Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi:
A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR abs/2107.03313 (2021) - [i22]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR abs/2111.14576 (2021) - 2020
- [j24]Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9(2): 113-124 (2020) - [j23]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Large-scale instance-level image retrieval. Inf. Process. Manag. 57(6): 102100 (2020) - [j22]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi:
Cross-resolution learning for Face Recognition. Image Vis. Comput. 99: 103927 (2020) - [j21]Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato:
Cross-resolution face recognition adversarial attacks. Pattern Recognit. Lett. 140: 222-229 (2020) - [j20]Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Virtual to Real Adaptation of Pedestrian Detectors. Sensors 20(18): 5250 (2020) - [c124]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI 2020: 82-85 - [c123]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. ICPR Workshops (6) 2020: 425-438 - [c122]Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro:
Combining GANs and AutoEncoders for efficient anomaly detection. ICPR 2020: 3939-3946 - [c121]Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato:
Transformer Reasoning Network for Image- Text Matching and Retrieval. ICPR 2020: 5222-5229 - [c120]Nicola Messina, Giuseppe Amato, Fabrizio Falchi:
Re-implementing and Extending Relation Network for R-CBIR. IRCDL 2020: 82-92 - [c119]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Continuous ODE-defined Image Features for Adaptive Retrieval. ICMR 2020: 198-206 - [c118]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo:
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD 2020: 258-265 - [c117]Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti:
Edge-Based Video Surveillance with Embedded Devices. SEBD 2020: 278-285 - [c116]Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato:
kNN-guided Adversarial Attacks. SEBD 2020: 302-309 - [c115]Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Resolution Deep Features Based Image Search. SISAP 2020: 352-360 - [c114]Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato:
Learning Distance Estimators from Pivoted Embeddings of Metric Objects. SISAP 2020: 361-368 - [c113]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Claudio Vairo:
Multi-Resolution Face Recognition with Drones. SSIP 2020: 13-18 - [i21]Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities. CoRR abs/2001.03032 (2020) - [i20]Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato:
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR abs/2004.09144 (2020) - [i19]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR abs/2004.09251 (2020) - [i18]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. CoRR abs/2008.02749 (2020) - [i17]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR abs/2008.05231 (2020) - [i16]Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro:
Combining GANs and AutoEncoders for Efficient Anomaly Detection. CoRR abs/2011.08102 (2020) - [i15]Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato:
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. CoRR abs/2012.10355 (2020) - [i14]Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato:
MOCCA: Multi-Layer One-Class Classification for Anomaly Detection. CoRR abs/2012.12111 (2020) - [i13]Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Training Convolutional Neural Networks With Hebbian Principal Component Analysis. CoRR abs/2012.12229 (2020)
2010 – 2019
- 2019
- [j19]Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi:
Distributed Video Surveillance Using Smart Cameras. J. Grid Comput. 17(1): 59-77 (2019) - [j18]Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Rudy Becarelli:
Adversarial image detection in deep neural networks. Multim. Tools Appl. 78(3): 2815-2835 (2019) - [c112]Marco Di Benedetto, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Learning Safety Equipment Detection using Virtual Worlds. CBMI 2019: 1-6 - [c111]Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Testing Deep Neural Networks on the Same-Different Task. CBMI 2019: 1-6 - [c110]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
Improving Multi-scale Face Recognition Using VGGFace2. ICIAP Workshops 2019: 21-29 - [c109]Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina:
Learning Pedestrian Detection from Virtual Worlds. ICIAP (1) 2019: 302-312 - [c108]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Gabriele Lagani:
Hebbian Learning Meets Deep Convolutional Neural Networks. ICIAP (1) 2019: 324-334 - [c107]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Evaluation of Continuous Image Features Learned by ODE Nets. ICIAP (1) 2019: 432-442 - [c106]Roberto Caldelli, Rudy Becarelli, Fabio Carrara, Fabrizio Falchi, Giuseppe Amato:
Exploiting CNN Layer Activations to Improve Adversarial Image Classification. ICIP 2019: 2289-2293 - [c105]Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro:
Counting Vehicles with Deep Learning in Onboard UAV Imagery. ISCC 2019: 1-6 - [c104]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Nikolaos Passalis, Anastasios Tefas, Alessandro Trivilini, Claudio Vairo:
Face Verification and Recognition for Digital Forensics and Information Security. ISDFS 2019: 1-6 - [c103]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
VISIONE at VBS2019. MMM (2) 2019: 591-596 - [c102]Fabio Carrara, Franca Debole, Claudio Gennaro, Giuseppe Amato:
Image Analysis in Technical Documentation. SEBD 2019 - [c101]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
CNN-based System for Low Resolution Face Recognition. SEBD 2019 - [c100]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. WIFS 2019: 1-6 - [e3]Massimo Mecella, Giuseppe Amato, Claudio Gennaro:
Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019. CEUR Workshop Proceedings 2400, CEUR-WS.org 2019 [contents] - [e2]Giuseppe Amato, Claudio Gennaro, Vincent Oria, Milos Radovanovic:
Similarity Search and Applications - 12th International Conference, SISAP 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings. Lecture Notes in Computer Science 11807, Springer 2019, ISBN 978-3-030-32046-1 [contents] - [i12]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:
AI in the media and creative industries. CoRR abs/1905.04175 (2019) - [i11]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi:
Cross-Resolution Learning for Face Recognition. CoRR abs/1912.02851 (2019) - [i10]Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi:
Detection of Face Recognition Adversarial Attacks. CoRR abs/1912.02918 (2019) - [i9]Fabio Carrara, Fabrizio Falchi, Giuseppe Amato, Rudy Becarelli, Roberto Caldelli:
Detecting Adversarial Inputs by Looking in the Black Box. ERCIM News 2019(116) (2019) - 2018
- [j17]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Aggregating binary local descriptors for image retrieval. Multim. Tools Appl. 77(5): 5385-5415 (2018) - [c99]Fabio Carrara, Rudy Becarelli, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Adversarial Examples Detection in Features Distance Spaces. ECCV Workshops (2) 2018: 313-327 - [c98]Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Learning Relationship-Aware Visual Features. ECCV Workshops (4) 2018: 486-501 - [c97]Giuseppe Amato, Paolo Bolettieri, Davide Moroni, Fabio Carrara, Luca Ciampi, Gabriele Pieri, Claudio Gennaro, Giuseppe Riccardo Leone, Claudio Vairo:
A Wireless Smart Camera Network for Parking Monitoring. GLOBECOM Workshops 2018: 1-6 - [c96]Michele De Bonis, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Manghi:
Deep Learning Techniques for Visual Food Recognition on a Mobile App. MISSI 2018: 303-312 - [c95]Luca Ciampi, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Counting Vehicles with Cameras. SEBD 2018 - [c94]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Large-Scale Image Retrieval with Elasticsearch. SIGIR 2018: 925-928 - [c93]Giuseppe Amato, Edgar Chávez, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection. SISAP 2018: 3-17 - [c92]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
Facial-based Intrusion Detection System with Deep Learning in Embedded Devices. SSIP 2018: 64-68 - [p1]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:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306 - 2017
- [j16]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Carlo Meghini, Claudio Vairo:
Deep learning for decentralized parking lot occupancy detection. Expert Syst. Appl. 72: 327-334 (2017) - [j15]Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro:
Preface. Inf. Syst. 64: 151 (2017) - [c91]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File. CBMI 2017: 26:1-26:4 - [c90]Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Roberta Fumarola, Rudy Becarelli:
Detecting adversarial example attacks to deep neural networks. CBMI 2017: 38:1-38:7 - [c89]Giuseppe Amato, Paolo Barsocchi, Fabrizio Falchi, Erina Ferro, Claudio Gennaro, Giuseppe Riccardo Leone, Davide Moroni, Ovidio Salvetti, Claudio Vairo:
Towards Multimodal Surveillance for Smart Building Security. IWCIM@EUSIPCO 2017: 95 - [c88]Hanna Kavalionak, Emanuele Carlini, Alessandro Lulli, Claudio Gennaro, Giuseppe Amato, Carlo Meghini, Laura Ricci:
A prediction-based distributed tracking protocol for video surveillance. ICNSC 2017: 140-145 - [c87]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines. ICMR 2017: 420-423 - [c86]Giuseppe Amato, Paolo Bolettieri, Vinicius Monteiro de Lira, Cristina Ioana Muntean, Raffaele Perego, Chiara Renso:
Social Media Image Recognition for Food Trend Analysis. SIGIR 2017: 1333-1336 - 2016
- [j14]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector. ACM Journal on Computing and Cultural Heritage 9(4): 21:1-21:24 (2016) - [c85]Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Large Scale Indexing and Searching Deep Convolutional Neural Network Features. DaWaK 2016: 213-224 - [c84]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Indexing 100M Images with Deep Features and MI-File. IIR 2016 - [c83]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval. IIR 2016 - [c82]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:
A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living. ISAmI 2016: 1-9 - [c81]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
Car parking occupancy detection using smart camera networks and Deep Learning. ISCC 2016: 1212-1217 - [c80]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval. MMCommons @ ACM Multimedia 2016: 11-18 - [c79]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing. SISAP 2016: 93-106 - [c78]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search. SISAP 2016: 196-209 - [c77]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. VISIGRAPP (4: VISAPP) 2016: 383-392 - [c76]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
How Effective Are Aggregation Methods on Binary Features?. VISIGRAPP (4: VISAPP) 2016: 566-573 - [i8]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
On Reducing the Number of Visual Words in the Bag-of-Features Representation. CoRR abs/1604.04142 (2016) - [i7]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. CoRR abs/1604.05576 (2016) - [i6]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Aggregating Binary Local Descriptors for Image Retrieval. CoRR abs/1608.00813 (2016) - 2015
- [j13]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:
A cognitive robotic ecology approach to self-configuring and evolving AAL systems. Eng. Appl. Artif. Intell. 45: 269-280 (2015) - [j12]Giuseppe Amato, Andrea Esuli, Fabrizio Falchi:
A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. 52: 176-188 (2015) - [j11]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:
Robotic Ubiquitous Cognitive Ecology for Smart Homes. J. Intell. Robotic Syst. 80(Supplement-1): 57-81 (2015) - [j10]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Fast Image Classification for Monument Recognition. ACM Journal on Computing and Cultural Heritage 8(4): 18:1-18:25 (2015) - [j9]Vincenzo Palleschi, Luca Pagani, Stefano Pagnotta, Giuseppe Amato, Sergio Tofanelli:
Application of Graph Theory to the elaboration of personal genomic data for genealogical research. PeerJ Comput. Sci. 1: e27 (2015) - [j8]Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo:
Querying moving events in wireless sensor networks. Pervasive Mob. Comput. 16: 51-75 (2015) - [c75]Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Carlo Meghini:
DICE: A Distributed Protocol for Camera-Aided Video Surveillance. CIT/IUCC/DASC/PICom 2015: 477-484 - [c74]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Efficient foreground-background segmentation using local features for object detection. ICDSC 2015: 175-180 - [c73]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Visual Recognition in the EAGLE Project. IIR 2015 - [e1]Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro:
Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings. Lecture Notes in Computer Science 9371, Springer 2015, ISBN 978-3-319-25086-1 [contents] - [i5]Vincenzo Palleschi, Luca Pagani, Stefano Pagnotta, Giuseppe Amato, Sergio Tofanelli:
Application of Graph Theory to the elaboration of personal genomic data for genealogical research. PeerJ Prepr. 3: e1201 (2015) - 2014
- [j7]Giuseppe Amato, Claudio Gennaro, Pasquale Savino:
MI-File: using inverted files for scalable approximate similarity search. Multim. Tools Appl. 71(3): 1333-1362 (2014) - [c72]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Bolettieri:
Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files. ICMR 2014: 439 - [c71]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search. SISAP 2014: 37-49 - 2013
- [c70]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Visual Features Selection. IIR 2013: 41-44 - [c69]Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi:
Experimenting a Visual Attention Model in the Context of CBIR Systems. IIR 2013: 45-56 - [c68]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
On Reducing the number of Visual Words. SEBD 2013: 313-320 - [c67]Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Daniele Pallini, Claudio Vairo:
A Data Logger for Wireless Sensor Network. SENSORNETS 2013: 65-69 - [c66]Giuseppe Amato, Andrea Esuli, Fabrizio Falchi:
Pivot Selection Strategies for Permutation-Based Similarity Search. SISAP 2013: 91-102 - [c65]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro:
Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors. SISAP 2013: 245-256 - [c64]Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi:
Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks. VISAPP (1) 2013: 468-471 - [c63]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
On Reducing the Number of Visual Words in the Bag-of-Features Representation. VISAPP (1) 2013: 657-662 - [i4]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro:
Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors. ERCIM News 2013(95) (2013) - [i3]Franco Alberto Cardillo, Giuseppe Amato, Richard Connor:
Exploiting Computational Models of the Human Visual System. ERCIM News 2013(95) (2013) - 2012
- [c62]Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo:
Dynamic Tracking of Composite Events in Wireless Sensor Networks. ADHOCNETS 2012: 72-86 - [c61]Giuseppe Amato, Paolo Bolettieri, Claudio Gennaro, Fausto Rabitti:
Quick and Easy Implementation of Approximate Similarity Search with Lucene. IRCDL 2012: 163-171 - [c60]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:
Robotic UBIquitous COgnitive Network. ISAmI 2012: 191-195 - [c59]Giuseppe Amato:
Content-based Retrieval on Very Large Visual Document Archives. RCDL 2012: 2 - 2011
- [c58]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Combining local and global visual feature similarity using a text search engine. CBMI 2011: 49-54 - [c57]Giuseppe Amato, Fabrizio Falchi:
Local Feature based Image Similarity Functions for kNN Classification. ICAART (1) 2011: 157-166 - [c56]Giuseppe Amato, Fabrizio Falchi:
On kNN Classification and Local Feature Based Similarity Functions. ICAART (Revised Selected Papers) 2011: 224-239 - [c55]Giuseppe Amato, Stefano Chessa, Claudio Gennaro, Claudio Vairo:
Efficient detection of composite events in Wireless Sensor Networks: Design and evaluation. ISCC 2011: 821-823 - [c54]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi:
Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany. ICMR 2011: 61 - [c53]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti:
Landmark Recognition in VISITO Tuscany. MM4CH 2011: 1-13 - [c52]Claudio Gennaro, Giuseppe Amato, Paolo Bolettieri, Pasquale Savino:
An Approach to Content-Based Image Retrieval based on the Lucene Search Engine Library (Extended Abstract). SEBD 2011: 334-341 - [c51]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Geometric consistency checks for kNN based image classification relying on local features. SISAP 2011: 81-88 - [c50]Giuseppe Amato, Stefano Legnaioli, Giulia Lorenzetti, Vincenzo Palleschi, Lorenzo Pardini, Fausto Rabitti:
Element detection relying on information retrieval techniques applied to laser spectroscopy. SISAP 2011: 89-95 - [i2]Giuseppe Amato, Fabrizio Falchi, Paolo Bolettieri:
VISITO Tuscany: Landmark Recognition for Cultural Heritage. ERCIM News 2011(86) (2011) - 2010
- [j6]Giuseppe Amato, Stefano Chessa, Claudio Vairo:
MaD-WiSe: a distributed stream management system for wireless sensor networks. Softw. Pract. Exp. 40(5): 431-451 (2010) - [c49]Claudio Gennaro, Giuseppe Amato, Paolo Bolettieri, Pasquale Savino:
An Approach to Content-Based Image Retrieval Based on the Lucene Search Engine Library. ECDL 2010: 55-66 - [c48]Giuseppe Amato, Fabrizio Falchi:
kNN based image classification relying on local feature similarity. SISAP 2010: 101-108 - [c47]Claudio Vairo, Giuseppe Amato, Stefano Chessa, Paolo Valleri:
Modeling detection and tracking of complex events in wireless sensor networks. SMC 2010: 235-242
2000 – 2009
- 2009
- [j5]Giuseppe Amato, Antonio Caruso, Stefano Chessa:
Application-driven, energy-efficient communication in wireless sensor networks. Comput. Commun. 32(5): 896-906 (2009) - [c46]Giuseppe Amato, Franca Debole, Carol Peters, Pasquale Savino:
MultiMatch: Multilingual/Multimedia Access to Cultural Heritage. IRCDL 2009: 162-165 - [c45]Giuseppe Amato, Paolo Bolettieri, Gabriele Costa, Francesco La Torre, Fabio Martinelli:
Detection of images with adult content for parental control on mobile devices? Mobility Conference 2009 - [c44]Giuseppe Amato, Pasquale Savino:
Searching by Similarity and Classifying Images on a Very Large Scale. SISAP 2009: 149-150 - [i1]Giuseppe Amato, Stefano Chessa, Francesco Furfari, Stefano Lenzi, Claudio Vairo:
Towards Data Management in the Sensor Web: the MaD-WiSe System. ERCIM News 2009(76) (2009) - 2008
- [c43]Giuseppe Amato, Carlo Meghini:
Faceted Content-Based Image Retrieval. DEXA Workshops 2008: 402-406 - [c42]Giuseppe Amato, Franca Debole, Carol Peters, Pasquale Savino:
The MultiMatch Prototype: Multilingual/Multimedia Search for Cultural Heritage Objects. ECDL 2008: 385-387 - [c41]Giuseppe Amato, Pasquale Savino:
Approximate similarity search in metric spaces using inverted files. Infoscale 2008: 28 - [c40]Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries. IRCDL 2008: 1-12 - [c39]Giuseppe Amato, Pasquale Savino, Vanessa Magionami:
Use of weighted visual terms and machine learning techniques for image content recognition relying on mpeg-7 visual descriptors. MS 2008: 60-63 - [c38]Giuseppe Amato, Pasquale Savino:
Approximate Similarity Search from another "Perspective". SEBD 2008: 247-254 - 2007
- [c37]Giuseppe Amato, Pasquale Savino, Vanessa Magionami:
Image Indexing and Retrieval Using Visual Terms and Text-Like Weighting. DELOS 2007: 11-21 - [c36]Stephan Strodl, Christoph Becker, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, Max Kaiser, Hans Hofman, Heike Neuroth, Stefan Strathmann, Franca Debole, Giuseppe Amato:
Evaluating Preservation Strategies for Electronic Theses and Dissertations. DELOS 2007: 238-247 - [c35]Giuseppe Amato, Juan M. Cigarrán, Julio Gonzalo, Carol Peters, Pasquale Savino:
MultiMatch - Multilingual/Multimedia Access to Cultural Heritage. ECDL 2007: 505-508 - [c34]Giuseppe Amato, Pasquale Savino, Vanessa Magionami:
Region Based Image Similarity Search Inspired by Text Search. IRCDL 2007: 78-85 - [c33]Giuseppe Amato, Juan M. Cigarrán, Julio Gonzalo, Carol Peters, Pasquale Savino:
MultiMatch - Multilingual/Multimedia Access to Cultural Heritage. IRCDL 2007: 86-94 - [c32]Giuseppe Amato, Carlo Meghini:
Multi-faceted Image Retrieval by Concept Lattice Querying and Navigation. IRCDL 2007: 95-104 - [c31]Giuseppe Amato, Paolo Baronti, Stefano Chessa:
Query Optimization for Wireless Sensor Network Databases in the MadWise system. SEBD 2007: 242-249 - 2006
- [b2]Pavel Zezula, Giuseppe Amato, Vlastislav Dohnal, Michal Batko:
Similarity Search - The Metric Space Approach. Advances in Database Systems 32, Kluwer 2006, ISBN 978-0-387-29146-8, pp. 1-191 - [c30]Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino:
Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience. ECDL 2006: 379-390 - [c29]Stephan Strodl, Andreas Rauber, Carl Rauch, Hans Hofman, Franca Debole, Giuseppe Amato:
The DELOS Testbed for Choosing a Digital Preservation Strategy. ICADL 2006: 323-332 - [c28]Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino:
Using MILOS to build an on-line photo album: the PhotoBook. SEBD 2006: 233-240 - [c27]Giuseppe Amato, Paolo Baronti, Stefano Chessa, Valentina Masi:
The Stream System: a Data Collection and Communication Abstraction for Sensor Networks. SMC 2006: 1449-1454 - 2005
- [c26]Giuseppe Amato, Franca Debole:
A Native XML Database Supporting Approximate Match Search. ECDL 2005: 69-80 - 2004
- [c25]Giuseppe Amato, Claudio Gennaro, Fausto Rabitti, Pasquale Savino:
Milos: A Multimedia Content Management System for Digital Library Applications. ECDL 2004: 14-25 - [c24]Bertrand Le Saux, Giuseppe Amato:
Image Classifiers for Scene Analysis. ICCVG 2004: 39-44 - [c23]Bertrand Le Saux, Giuseppe Amato:
Image recognition for digital libraries. Multimedia Information Retrieval 2004: 91-98 - [c22]Giuseppe Amato, Claudio Gennaro, Fausto Rabitti, Pasquale Savino:
Milos: A Multimedia Content Management System. SEBD 2004: 342-349 - [c21]Giuseppe Amato, Franca Debole, Fausto Rabitti, Pasquale Savino, Pavel Zezula:
A Signature-Based Approach for Efficient Relationship Search on XML Data Collections. XSym 2004: 82-96 - 2003
- [j4]Giuseppe Amato, Fausto Rabitti, Pasquale Savino, Pavel Zezula:
Region proximity in metric spaces and its use for approximate similarity search. ACM Trans. Inf. Syst. 21(2): 192-227 (2003) - [c20]Giuseppe Amato, Franca Debole, Pavel Zezula, Fausto Rabitti:
YAPI: Yet Another Path Index for XML Searching. ECDL 2003: 176-187 - [c19]Giuseppe Amato, Franca Debole, Pavel Zezula, Fausto Rabitti:
A path index for efficient XML path expression processing. SEBD 2003: 21-28 - [c18]Pavel Zezula, Giuseppe Amato, Fausto Rabitti:
Processing XML Queries with Tree Signatures. Intelligent Search on XML Data 2003: 247-258 - [c17]Pavel Zezula, Giuseppe Amato, Franca Debole, Fausto Rabitti:
Tree Signatures for XML Querying and Navigation. Xsym 2003: 149-163 - 2002
- [b1]Giuseppe Amato:
Approximate similarity search in metric spaces. Technical University of Dortmund, Germany, 2002, pp. 1-218 - 2001
- [c16]Giuseppe Amato, Claudio Gennaro, Pasquale Savino:
Searching Documentary Films On Line: The ECHO Digital Library. ICHIM (2) 2001: 147-155 - [c15]Giuseppe Amato, Donatella Castelli, Paola Venerosi:
VandA: a Metadata Model for Supporting New Usages of Historical Audio-Visual Archives Material. ICHIM (2) 2001: 203-212 - 2000
- [c14]Giuseppe Amato, Fausto Rabitti, Pasquale Savino, Pavel Zezula:
Estimating Proximity of Metric Ball Regions for Multimedia Data Indexing. ADVIS 2000: 71-81 - [c13]Giuseppe Amato, Pasquale Savino, Fausto Rabitti, Pavel Zezula:
Approximate Similarity Search in Metric Data by Using Region Proximity. DELOS 2000 - [c12]Giuseppe Amato, Donatella Castelli, Serena Pisani:
A Metadata Model for Historical Documentary Films. ECDL 2000: 328-331
1990 – 1999
- 1999
- [c11]Giuseppe Amato, Umberto Straccia:
User Profile Modeling and Applications to Digital Libraries. ECDL 1999: 184-197 - 1998
- [j3]Giuseppe Amato, Fausto Rabitti, Pasquale Savino:
Multimedia Document Search on the Web. Comput. Networks 30(1-7): 604-606 (1998) - [j2]Giuseppe Amato, Gianni Mainetto, Pasquale Savino:
An Approach to a Content-Based Retrieval of Multimedia Data. Multim. Tools Appl. 7(1/2): 9-36 (1998) - [j1]Pavel Zezula, Pasquale Savino, Giuseppe Amato, Fausto Rabitti:
Approximate Similarity Retrieval with M-Trees. VLDB J. 7(4): 275-293 (1998) - [c10]Pavel Zezula, Pasquale Savino, Fausto Rabitti, Giuseppe Amato, Paolo Ciaccia:
Processing M-trees with Parallel Resources. RIDE 1998: 147-154 - [c9]Giuseppe Amato, Gianni Mainetto, Pasquale Savino:
Retrieval of Multimedia Data by Similarity in the HERMES DBMS. SEBD 1998: 271-288 - 1997
- [c8]Giuseppe Amato, Gianni Mainetto, Pasquale Savino:
A Query Language for Similarity-Based Retrieval of Multimedia Data. ADBIS 1997: 196-203 - [c7]Giuseppe Amato, Fosca Giannotti, Gianni Mainetto:
Static Analysis of Transactions for Conservative Multigranularity Locking. DBPL 1997: 413-430 - 1996
- [c6]Giuseppe Amato, Salvatore Biscari, Gianni Mainetto, Fausto Rabitti:
Multigranularity Locking with the Use of Semantic Knowledge in a Layered Object Server. POS 1996: 151-163 - [c5]Giuseppe Amato, Gianni Mainetto:
Concurrent Index Management Using Shadow-Paging. SEBD 1996: 237-250 - 1994
- [c4]Giuseppe Amato, Fosca Giannotti, Giovanni Mainetto:
Conservative Multigranularity Locking for an Obiect-Oriented Persistent Language via Abstract Interpretation. SEBD 1994: 329-349 - 1993
- [c3]Giuseppe Amato, Fosca Giannotti, Gianni Mainetto:
Static Analysis of Transactions: an Experiment of Abstract Interpretation Usage. FMLDO 1993: 19-29 - [c2]Giuseppe Amato, Fosca Giannotti, Gianni Mainetto:
Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation. VLDB 1993: 405-415 - 1992
- [c1]Giuseppe Amato, Fosca Giannotti, Gianni Mainetto:
Analysis of Concurrent Transactions in a Functional Database Programming Language. WSA 1992: 174-184
Coauthor Index
[c159] [c158] [c157] [c156] [c155] [c151] [c150] [c148] [c146] [c145] [c144] [d7] [j40] [j39] [j38] [j37] [j35] [c141] [c139] [c138] [c136] [d6] [d3] [j31] [j29] [j28] [j26] [d2] [d1] [i31] [i25] [i22] [j24] [j23] [c123] [c122] [c119] [c118] [c114] [i18] [i16] [j18] [c111] [c108] [c107] [c106] [c103] [c102] [c100] [i10] [i9] [c99] [c98] [c97] [c94] [c92] [j16] [c90] [c87] [c81] [c74]
Davide Coccomini
aka: Davide Alessandro Coccomini
aka: Davide Alessandro Coccomini
[j48] [j47] [j46] [j45] [c160] [c159] [c158] [i44] [i43] [i42] [j44] [j43] [c156] [c153] [c152] [c150] [c149] [c148] [c147] [c146] [c145] [d8] [i40] [i39] [i38] [j40] [j39] [j38] [j37] [j36] [j34] [j33] [j32] [c143] [c142] [c141] [c140] [c139] [d6] [d4] [i36] [i35] [i33] [i32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [c134] [c133] [c132] [c131] [c130] [c129] [c127] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i23] [i22] [j24] [j23] [j22] [j21] [j20] [c123] [c122] [c121] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [i21] [i20] [i18] [i17] [i16] [i15] [i14] [i13] [j19] [j18] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c101] [c100] [i12] [i11] [i10] [i9] [j17] [c99] [c98] [c96] [c95] [c94] [c93] [c92] [p1] [j16] [j15] [c91] [c90] [c89] [c87] [j14] [c85] [c84] [c83] [c81] [c80] [c79] [c78] [c77] [c76] [i8] [i7] [i6] [j12] [j10] [c74] [c73] [e1] [c72] [c71] [c70] [c69] [c68] [c66] [c65] [c64] [c63] [i4] [c58] [c57] [c56] [c54] [c53] [c51] [i2] [c48] [c40] [c30] [c28]
[j48] [j47] [j46] [j45] [c160] [c159] [c158] [i44] [i43] [j42] [j41] [c156] [c154] [c153] [c152] [c151] [c150] [c149] [c148] [c147] [c146] [c145] [c144] [d7] [i40] [i39] [i38] [j40] [j39] [j38] [j36] [j35] [j34] [j33] [c142] [c141] [c140] [c139] [c138] [c137] [c136] [c135] [e4] [d6] [d5] [d4] [d3] [i37] [i36] [i35] [i34] [i32] [j30] [j29] [j28] [j27] [j26] [j25] [c134] [c133] [c132] [c131] [c130] [c128] [c127] [c126] [c125] [d2] [i31] [i30] [i28] [i27] [i26] [i25] [i24] [i22] [j24] [j23] [j20] [c124] [c122] [c119] [c118] [c117] [c115] [c114] [c113] [i21] [i19] [i18] [i17] [i16] [i15] [i13] [j19] [c112] [c111] [c110] [c109] [c108] [c107] [c105] [c104] [c103] [c102] [c101] [e3] [e2] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [p1] [j16] [j15] [c91] [c89] [c88] [c87] [c85] [c84] [c82] [c81] [c80] [c79] [c78] [c77] [i8] [i7] [j13] [j11] [j10] [j8] [c75] [c74] [e1] [j7] [c72] [c70] [c68] [c67] [c65] [c63] [i4] [c62] [c61] [c60] [c58] [c55] [c52] [c51] [c49] [c40] [c25] [c22] [c16]
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