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Fabrizio Falchi
Fabrizio Falchi
Senior Researcher at ISTI-CNR, Pisa
Email confirmado em isti.cnr.it - Página inicial
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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
4222017
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
2562016
TweepFake: About detecting deepfake tweets
T Fagni, F Falchi, M Gambini, A Martella, M Tesconi
Plos one 16 (5), e0251415, 2021
2112021
CoPhIR: a test collection for content-based image retrieval
P Bolettieri, A Esuli, F Falchi, C Lucchese, R Perego, T Piccioli, F Rabitti
arXiv preprint arXiv:0905.4627, 2009
2102009
Combining efficientnet and vision transformers for video deepfake detection
DA Coccomini, N Messina, C Gennaro, F Falchi
International conference on image analysis and processing, 219-229, 2022
1982022
Cross-Media Learning for Image Sentiment Analysis in the Wild
L Vadicamo, F Carrara, A Cimino, S Cresci, F Dell’Orletta, F Falchi, ...
5th Workshop on Web-scale Vision and Social Media (VSM), ICCV 2017, 2017
1682017
Fine-grained visual textual alignment for cross-modal retrieval using transformer encoders
N Messina, G Amato, A Esuli, F Falchi, C Gennaro, S Marchand-Maillet
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2021
1452021
Building a web-scale image similarity search system
M Batko, F Falchi, C Lucchese, D Novak, R Perego, F Rabitti, ...
Multimedia Tools and Applications 47 (3), 599-629, 2010
1412010
A Content-Addressable Network for Similarity Search in Metric Spaces
F Falchi
Università degli Studi di Pisa and Masaryk University of Brno, 2007
1052007
kNN based image classification relying on local feature similarity
G Amato, F Falchi
Proceedings of the Third International Conference on Similarity Search and …, 2010
842010
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) workshops, 0-0, 2018
822018
Cross-resolution learning for face recognition
FV Massoli, G Amato, F Falchi
Image and Vision Computing 99, 103927, 2020
772020
AI in the media and creative industries
G Amato, M Behrmann, F Bimbot, B Caramiaux, F Falchi, A Garcia, ...
arXiv preprint arXiv:1905.04175, 2019
772019
On scalability of the similarity search in the world of peers
M Batko, D Novak, F Falchi, P Zezula
Proceedings of the 1st international conference on Scalable information …, 2006
772006
Transformer reasoning network for image-text matching and retrieval
N Messina, F Falchi, A Esuli, G Amato
2020 25th International conference on pattern recognition (ICPR), 5222-5229, 2021
742021
MOCCA: Multilayer one-class classification for anomaly detection
FV Massoli, F Falchi, A Kantarci, Ş Akti, HK Ekenel, G Amato
IEEE transactions on neural networks and learning systems 33 (6), 2313-2323, 2021
682021
Hebbian learning meets deep convolutional neural networks
G Amato, F Carrara, F Falchi, C Gennaro, G Lagani
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
642019
Detection of face recognition adversarial attacks
FV Massoli, F Carrara, G Amato, F Falchi
Computer Vision and Image Understanding 202, 103103, 2021
632021
Fast image classification for monument recognition
G Amato, F Falchi, C Gennaro
Journal on Computing and Cultural Heritage (JOCCH) 8 (4), 1-25, 2015
592015
Adversarial image detection in deep neural networks
F Carrara, F Falchi, R Caldelli, G Amato, R Becarelli
Multimedia Tools and Applications 78, 2815-2835, 2019
572019
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