Fabio Carrara

Orcid: 0000-0001-5014-5089

According to our database¹, Fabio Carrara authored at least 83 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., June, 2024

Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., May, 2024

Bridging Virtual and Physical Worlds through AI.

[BibT_eX]

[DOI]

Fabio Carrara

ERCIM News, 2024

Is CLIP the main roadblock for fine-grained open-world perception?

[BibT_eX]

[DOI]

CoRR, 2024

Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition.

[BibT_eX]

[DOI]

IEEE Access, 2024

Spatio-Temporal 3D Reconstruction from Frame Sequences and Feature Points.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM International Conference on Interactive Media Experiences, 2024

VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Will VISIONE Remain Competitive in Lifelog Image Search?

[BibT_eX]

[DOI]

Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024

The Devil is in the Fine-Grained Details: Evaluating open-Vocabulary Object Detectors for Fine-Grained Understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Conditioned Cooperative training for semi-supervised weapon detection.

[BibT_eX]

[DOI]

Jose L. Salazar-González

Juan Antonio Álvarez-García

Fernando J. Rendón-Segador

Fabio Carrara

Neural Networks, October, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from V3C1+V3C2 Dataset.

[BibT_eX]

[DOI]

Dataset, July, 2023

A deep learning-based dataset of WFA-positive perineuronal nets and parvalbumin neurons localizations in the adult mouse brain.

[BibT_eX]

[DOI]

Dataset, May, 2023

NoR-VDPNet++: Real-Time No-Reference Image Quality Metrics.

[BibT_eX]

[DOI]

IEEE Access, 2023

Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 16th International Conference, 2023

VISIONE at Video Browser Showdown 2023.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Social and hUman ceNtered XR.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

A Workflow for Developing Biohybrid Intelligent Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Vision.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Healthcare.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval.

[BibT_eX]

[DOI]

Jan Sedmidubský

Fabio Carrara

Giuseppe Amato

Proceedings of the Advances in Information Retrieval, 2023

The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

VISIONE for newbies: an easier-to-use video retrieval system.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

A brain-wide, annotated dataset of WFA-positive perineuronal nets and parvalbumin neurons in the adult mouse brain.

[BibT_eX]

[DOI]

Dataset, December, 2022

COCO, LVIS, Open Images V4 classes mapping.

[BibT_eX]

[DOI]

Dataset, October, 2022

VWFP: Virtual World Fallen People Dataset for Visual Fallen People Detection.

[BibT_eX]

[DOI]

Dataset, March, 2022

Learning to count biological structures with raters' uncertainty.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter.

[BibT_eX]

[DOI]

Inf., 2022

Multi-camera vehicle counting using edge-AI.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

An embedded toolset for human activity monitoring in critical environments.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Deep learning for structural health monitoring: An application to heritage structures.

[BibT_eX]

[DOI]

CoRR, 2022

Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images.

[BibT_eX]

[DOI]

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Approximate Nearest Neighbor Search on Standard Search Engines.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

VISIONE at Video Browser Showdown 2022.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics.

[BibT_eX]

[DOI]

Roberto Caldelli

Fabio Carrara

Fabrizio Falchi

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Recurrent Vision Transformer for Solving Visual Reasoning Problems.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Learning to Detect Fallen People in Virtual Worlds.

[BibT_eX]

[DOI]

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021

A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images.

[BibT_eX]

[DOI]

Dataset, October, 2021

Human and Mouse Eyes for Pupil Semantic Segmentation.

[BibT_eX]

[DOI]

Dataset, February, 2021

Solving the same-different task with convolutional neural networks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

Learning accurate personal protective equipment detection from virtual worlds.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval.

[BibT_eX]

[DOI]

J. Imaging, 2021

Detection of Face Recognition Adversarial Attacks.

[BibT_eX]

[DOI]

Fabio Valerio Massoli

Fabio Carrara

Giuseppe Amato

Fabrizio Falchi

Comput. Vis. Image Underst., 2021

NoR-VDPNet++: Efficient Training and Architecture for Deep No-Reference Image Quality Metrics.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH 2021: Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2021

2020

Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Large-scale instance-level image retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Learning visual features for relational CBIR.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Distance Estimators from Pivoted Embeddings of Metric Objects.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Continuous ODE-defined Image Features for Adaptive Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Combining GANs and AutoEncoders for efficient anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Nor-Vdpnet: A No-Reference High Dynamic Range Quality Metric Trained On Hdr-Vdp 2.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Deep Learning for Image Classification and Retrieval: Analysis and Solutions to Current Limitations.

[BibT_eX]

[DOI]

Fabio Carrara

PhD thesis, 2019

Adversarial image detection in deep neural networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

LSTM-based real-time action detection and prediction in human motion streams.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Detecting Adversarial Inputs by Looking in the Black Box.

[BibT_eX]

[DOI]

ERCIM News, 2019

On the Robustness to Adversarial Examples of Neural ODE Image Classifiers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

An Image Retrieval System for Video.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

Image Analysis in Technical Documentation.

[BibT_eX]

[DOI]

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Surrgate Text Representation of Visual Features for Fast Image Retrieval.

[BibT_eX]

[DOI]

Fabio Carrara

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

VISIONE at VBS2019.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Exploiting CNN Layer Activations to Improve Adversarial Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Evaluation of Continuous Image Features Learned by ODE Nets.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Hebbian Learning Meets Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Testing Deep Neural Networks on the Same-Different Task.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Picture it in your mind: generating high level visual representations from textual descriptions.

[BibT_eX]

[DOI]

Alejandro Moreo Fernández

Inf. Retr. J., 2018

Facial-based Intrusion Detection System with Deep Learning in Embedded Devices.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018

Large-Scale Image Retrieval with Elasticsearch.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Wireless Smart Camera Network for Parking Monitoring.

[BibT_eX]

[DOI]

Giuseppe Riccardo Leone

Claudio Vairo

Proceedings of the IEEE Globecom Workshops, 2018

Learning Relationship-Aware Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Adversarial Examples Detection in Features Distance Spaces.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Deep learning for decentralized parking lot occupancy detection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Exploring epoch-dependent stochastic residual networks.

[BibT_eX]

[DOI]

Fabio Carrara

Andrea Esuli

Fabrizio Falchi

Alejandro Moreo Fernández

CoRR, 2017

Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Cross-Media Learning for Image Sentiment Analysis in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Detecting adversarial example attacks to deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016

Car parking occupancy detection using smart camera networks and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015

Semiautomatic Learning of 3D Objects from Video Streams.

[BibT_eX]

[DOI]

Fabio Carrara

Fabrizio Falchi

Claudio Gennaro

Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Efficient foreground-background segmentation using local features for object detection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Fabio Carrara

Timeline

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