Fabio Carrara

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 81

Top Topics

Image Retrieval

Top Venues

Publications

Konstantin Schall, Werner Bailer, Kai Uwe Barthel, Fabio Carrara, Jakub Lokoc, Ladislav Peska, Klaus Schoeffmann, Lucia Vadicamo, Claudio Vairo
Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition. Int. J. Multim. Inf. Retr. 13 (2) (2024)
Lucia Vadicamo, Rahel Arnold, Werner Bailer, Fabio Carrara, Cathal Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoc, Sebastian Lubos, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Klaus Schöffmann, Florian Spiess, Minh-Triet Tran, Stefanos Vrochidis
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12 (2024)
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)
Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini, Donato Romano
Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies. Int. J. Mach. Learn. Cybern. 15 (5) (2024)
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)
Giulio Federico, Fabio Carrara, Giuseppe Amato, Marco Di Benedetto
Spatio-Temporal 3D Reconstruction from Frame Sequences and Feature Points. IMX Workshops (2024)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi
Is CLIP the main roadblock for fine-grained open-world perception? CoRR (2024)
Fabio Carrara
Bridging Virtual and Physical Worlds through AI. ERCIM News 2024 (137) (2024)
Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation. CoRR (2023)
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)
Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation. ECAI (2023)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding. CoRR (2023)
Jan Sedmidubský, Fabio Carrara, Giuseppe Amato
SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval. ECIR (2) (2023)
Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato
Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP (2023)
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)
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)
Jose L. Salazar-González, Juan Antonio Álvarez-García, Fernando J. Rendón-Segador, Fabio Carrara
Conditioned Cooperative training for semi-supervised weapon detection. Neural Networks 167 (2023)
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)
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)
Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
AIMH Lab 2022 Activities for Healthcare. Ital-IA (2023)
Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini
A Workflow for Developing Biohybrid Intelligent Sensing Systems. Ital-IA (2023)
Francesco Banterle, Alessandro Artusi, Alejandro Moreo, Fabio Carrara, Paolo Cignoni
NoR-VDPNet++: Real-Time No-Reference Image Quality Metrics. IEEE Access 11 (2023)
Fabio Carrara, Lorenzo Pasco, Claudio Gennaro, Fabrizio Falchi
Learning to Detect Fallen People in Virtual Worlds. CBMI (2022)
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 (2022)
Roberto Caldelli, Fabio Carrara, Fabrizio Falchi
Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics. ICIP (2022)
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
Multi-camera vehicle counting using edge-AI. Expert Syst. Appl. 207 (2022)
Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. VISIGRAPP (4: VISAPP) (2022)
Fabio Carrara, Fabrizio Falchi, Maria Girardi, Nicola Messina, Cristina Padovani, Daniele Pellegrini
Deep learning for structural health monitoring: An application to heritage structures. CoRR (2022)
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) (2022)
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 (2022)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) (2022)
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 (2022)
Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
Approximate Nearest Neighbor Search on Standard Search Engines. SISAP (2022)
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)
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
Multi-Camera Vehicle Counting Using Edge-AI. CoRR (2021)
Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. 202 (2021)
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) (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR (2021)
Francesco Banterle, Alessandro Artusi, Alejandro Moreo, Fabio Carrara
NoR-VDPNet++: Efficient Training and Architecture for Deep No-Reference Image Quality Metrics. SIGGRAPH Talks (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143 (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the Same-Different Task with Convolutional Neural Networks. CoRR (2021)
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) (2021)
Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. ICPR Workshops (6) (2020)
Francesco Banterle, Alessandro Artusi, Alejandro Moreo, Fabio Carrara
Nor-Vdpnet: A No-Reference High Dynamic Range Quality Metric Trained On Hdr-Vdp 2. ICIP (2020)
Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato
Learning Distance Estimators from Pivoted Embeddings of Metric Objects. SISAP (2020)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9 (2) (2020)
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
Combining GANs and AutoEncoders for Efficient Anomaly Detection. CoRR (2020)
Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Continuous ODE-defined Image Features for Adaptive Retrieval. ICMR (2020)
Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM. ECML/PKDD (5) (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Large-scale instance-level image retrieval. Inf. Process. Manag. 57 (6) (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD (2020)
Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM. CoRR (2020)
Alessandro Artusi, Francesco Banterle, Fabio Carrara, Alejandro Moreo
Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics. IEEE Trans. Image Process. 29 (2020)
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 (2020)
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
Combining GANs and AutoEncoders for efficient anomaly detection. ICPR (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Gabriele Lagani
Hebbian Learning Meets Deep Convolutional Neural Networks. ICIAP (1) (2019)
Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
Detection of Face Recognition Adversarial Attacks. CoRR (2019)
Fabio Carrara, Petr Elias, Jan Sedmidubský, Pavel Zezula
LSTM-based real-time action detection and prediction in human motion streams. Multim. Tools Appl. 78 (19) (2019)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Testing Deep Neural Networks on the Same-Different Task. CBMI (2019)
Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. WIFS (2019)
Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Rudy Becarelli
Adversarial image detection in deep neural networks. Multim. Tools Appl. 78 (3) (2019)
Fabio Carrara
Surrgate Text Representation of Visual Features for Fast Image Retrieval. SEBD (2019)
Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
An Image Retrieval System for Video. SISAP (2019)
Fabio Carrara, Franca Debole, Claudio Gennaro, Giuseppe Amato
Image Analysis in Technical Documentation. SEBD (2019)
Roberto Caldelli, Rudy Becarelli, Fabio Carrara, Fabrizio Falchi, Giuseppe Amato
Exploiting CNN Layer Activations to Improve Adversarial Image Classification. ICIP (2019)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
VISIONE at VBS2019. MMM (2) (2019)
Fabio Carrara, Fabrizio Falchi, Giuseppe Amato, Rudy Becarelli, Roberto Caldelli
Detecting Adversarial Inputs by Looking in the Black Box. ERCIM News 2019 (116) (2019)
Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Evaluation of Continuous Image Features Learned by ODE Nets. ICIAP (1) (2019)
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)
Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
Picture it in your mind: generating high level visual representations from textual descriptions. Inf. Retr. J. 21 (2-3) (2018)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Large-Scale Image Retrieval with Elasticsearch. SIGIR (2018)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Learning Relationship-Aware Visual Features. ECCV Workshops (4) (2018)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
Facial-based Intrusion Detection System with Deep Learning in Embedded Devices. SSIP (2018)
Fabio Carrara, Rudy Becarelli, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
Adversarial Examples Detection in Features Distance Spaces. ECCV Workshops (2) (2018)
Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Roberta Fumarola, Rudy Becarelli
Detecting adversarial example attacks to deep neural networks. CBMI (2017)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Carlo Meghini, Claudio Vairo
Deep learning for decentralized parking lot occupancy detection. Expert Syst. Appl. 72 (2017)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines. ICMR (2017)
Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi
Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops (2017)
Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo Fernández
Exploring epoch-dependent stochastic residual networks. CoRR (2017)
Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions. CoRR (2016)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
Car parking occupancy detection using smart camera networks and Deep Learning. ISCC (2016)
Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Efficient foreground-background segmentation using local features for object detection. ICDSC (2015)
Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Semiautomatic Learning of 3D Objects from Video Streams. SISAP (2015)