Fabio Carrara
Fabio Carrara
Research Collaborator, ISTI CNR Pisa
Verified email at isti.cnr.it
TitleCited byYear
Deep learning for decentralized parking lot occupancy detection
G Amato, F Carrara, F Falchi, C Gennaro, C Meghini, C Vairo
Expert Systems with Applications 72, 327-334, 2017
872017
Car parking occupancy detection using smart camera networks and deep learning
G Amato, F Carrara, F Falchi, C Gennaro, C Vairo
2016 IEEE Symposium on Computers and Communication (ISCC), 1212-1217, 2016
532016
Cross-Media Learning for Image Sentiment Analysis in the Wild
L Vadicamo, F Carrara, A Cimino, S Cresci, F Dell’Orletta, F Falchi, ...
2017 IEEE International Conference on Computer Vision Workshops (ICCVW), 308-317, 2017
252017
Picture it in your mind: Generating high level visual representations from textual descriptions
F Carrara, A Esuli, T Fagni, F Falchi, AM Fernández
Information Retrieval Journal 21 (2), 208-229, 2017
192017
Detecting adversarial example attacks to deep neural networks
F Carrara, F Falchi, R Caldelli, G Amato, R Fumarola, R Becarelli
Proceedings of the 15th International Workshop on Content-Based Multimedia …, 2017
122017
Large-Scale Image Retrieval with Elasticsearch
G Amato, P Bolettieri, F Carrara, F Falchi, C Gennaro
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
102018
VISIONE at VBS2019
G Amato, P Bolettieri, F Carrara, F Debole, F Falchi, C Gennaro, ...
International Conference on Multimedia Modeling, 591-596, 2019
82019
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines
G Amato, F Carrara, F Falchi, C Gennaro
Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017
62017
Adversarial examples detection in features distance spaces
F Carrara, R Becarelli, R Caldelli, F Falchi, G Amato
Proceedings of the European Conference on Computer Vision (ECCV), 0-0, 2018
52018
Adversarial image detection in deep neural networks
F Carrara, F Falchi, R Caldelli, G Amato, R Becarelli
Multimedia Tools and Applications 78 (3), 2815-2835, 2019
42019
Learning Relationship-aware Visual Features
N Messina, G Amato, F Carrara, F Falchi, C Gennaro
Proceedings of the European Conference on Computer Vision (ECCV), 0-0, 2018
42018
Facial-based Intrusion Detection System with Deep Learning in Embedded Devices
G Amato, F Carrara, F Falchi, C Gennaro, C Vairo
Proceedings of the 2018 International Conference on Sensors, Signal and …, 2018
32018
LSTM-based real-time action detection and prediction in human motion streams
F Carrara, P Elias, J Sedmidubsky, P Zezula
Multimedia Tools and Applications, 1-23, 2019
22019
A wireless smart camera network for parking monitoring
G Amato, P Bolettieri, D Moroni, F Carrara, L Ciampi, G Pieri, C Gennaro, ...
2018 IEEE Globecom Workshops (GC Wkshps), 1-6, 2018
22018
Exploring epoch-dependent stochastic residual networks
F Carrara, A Esuli, F Falchi, AM Fernández
arXiv preprint arXiv:1704.06178, 2017
12017
Efficient foreground-background segmentation using local features for object detection
F Carrara, G Amato, F Falchi, C Gennaro
Proceedings of the 9th International Conference on Distributed Smart Cameras …, 2015
12015
Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics
A Artusi, F Banterle, F Carra, A Moreno
IEEE Transactions on Image Processing 29, 1843-1855, 2019
2019
An Image Retrieval System for Video
P Bolettieri, F Carrara, F Debole, F Falchi, C Gennaro, L Vadicamo, ...
International Conference on Similarity Search and Applications, 332-339, 2019
2019
Exploiting CNN Layer Activations to Improve Adversarial Image Classification
R Caldelli, R Becarelli, F Carrara, F Falchi, G Amato
2019 IEEE International Conference on Image Processing (ICIP), 2289-2293, 2019
2019
Hebbian Learning Meets Deep Convolutional Neural Networks
G Amato, F Carrara, F Falchi, C Gennaro, G Lagani
International Conference on Image Analysis and Processing, 324-334, 2019
2019
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Articles 1–20