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ORCIDAlessio Fagioli 0001
Person information
- affiliation: Sapienza University, Rome, Italy
Other persons with the same name
- Alessio Fagioli 0002 — University of Pisa, Italy
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Books and Theses
- 2023
[b1]Alessio Fagioli:
Towards human-like neural networks: a neuroscience approach. Sapienza University of Rome, Italy, 2023
Journal Articles
- 2024
- [j21]Danilo Avola
, Irene Cannistraci, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Emanuele Rodolà, Luciana Solito:
MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms. Comput. Methods Programs Biomed. 245: 108037 (2024) - [j20]Danilo Avola, Luigi Cinque, Maria De Marsico, Alessio Fagioli, Gian Luca Foresti, Maurizio Mancini, Alessio Mecca:
Signal enhancement and efficient DTW-based comparison for wearable gait recognition. Comput. Secur. 137: 103643 (2024) - [j19]Danilo Avola, Luigi Cinque, Angelo Di Mambro, Alessio Fagioli, Marco Raoul Marini, Daniele Pannone, Bruno Fanini, Gian Luca Foresti:
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition. Int. J. Neural Syst. 34(5): 2450024:1-2450024:18 (2024) - 2022
- [j18]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Fabrizio Rossi:
Real-time deep learning method for automated detection and localization of structural defects in manufactured products. Comput. Ind. Eng. 172(Part): 108512 (2022) - [j17]Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello:
Study on transfer learning capabilities for pneumonia classification in chest-x-rays images. Comput. Methods Programs Biomed. 221: 106833 (2022) - [j16]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Alessio Mecca:
Ultrasound Medical Imaging Techniques: A Survey. ACM Comput. Surv. 54(3): 67:1-67:38 (2022) - [j15]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
Human Silhouette and Skeleton Video Synthesis Through Wi-Fi Signals. Int. J. Neural Syst. 32(5): 2250015:1-2250015:20 (2022) - [j14]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features. Int. J. Neural Syst. 32(10): 2250040:1-2250040:23 (2022) - [j13]Danilo Avola, Luigi Cinque, Angelo Di Mambro, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone:
Low-Altitude Aerial Video Surveillance via One-Class SVM Anomaly Detection from Textural Features in UAV Images. Inf. 13(1): 2 (2022) - [j12]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
SIRe-Networks: Convolutional neural networks architectural extension for information preservation via skip/residual connections and interlaced auto-encoders. Neural Networks 153: 386-398 (2022) - [j11]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Adriano Fragomeni, Daniele Pannone:
3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition. Pattern Recognit. 129: 108762 (2022) - [j10]Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Romeo Lanzino, Maurizio Mancini, Alessio Mecca, Daniele Pannone:
A Novel GAN-Based Anomaly Detection and Localization Method for Aerial Video Surveillance at Low Altitude. Remote. Sens. 14(16): 4110 (2022) - [j9]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni:
Deep Temporal Analysis for Non-Acted Body Affect Recognition. IEEE Trans. Affect. Comput. 13(3): 1366-1377 (2022) - [j8]Danilo Avola, Luigi Cinque, Alessio Fagioli, Sebastiano Filetti, Giorgio Grani, Emanuele Rodolà:
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification. IEEE Trans. Circuits Syst. Video Technol. 32(5): 2527-2534 (2022) - [j7]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Chiara Petrioli:
Person Re-Identification Through Wi-Fi Extracted Radio Biometric Signatures. IEEE Trans. Inf. Forensics Secur. 17: 1145-1158 (2022) - 2021
- [j6]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
LieToMe: An Ensemble Approach for Deception Detection from Facial Cues. Int. J. Neural Syst. 31(2): 2050068:1-2050068:20 (2021) - [j5]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Daniele Pannone, Claudio Piciarelli:
Automatic estimation of optimal UAV flight parameters for real-time wide areas monitoring. Multim. Tools Appl. 80(16): 25009-25031 (2021) - [j4]Danilo Avola, Manoochehr Joodi Bigdello, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini:
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification. Pattern Recognit. Lett. 150: 189-196 (2021) - [j3]Danilo Avola, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Alessio Mecca, Daniele Pannone, Claudio Piciarelli:
MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN Object Detection and Aerial Tracking from UAV Images. Remote. Sens. 13(9): 1670 (2021) - 2020
- [j2]Danilo Avola, Luigi Cinque, Maria De Marsico, Alessio Fagioli, Gian Luca Foresti:
LieToMe: Preliminary study on hand gestures for deception detection via Fisher-LSTM. Pattern Recognit. Lett. 138: 455-461 (2020) - [j1]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Daniele Pannone, Claudio Piciarelli:
Bodyprint - A Meta-Feature Based LSTM Hashing Model for Person Re-Identification. Sensors 20(18): 5365 (2020)
Conference and Workshop Papers
- 2023
- [c6]Danilo Avola, Luigi Cinque, Maria De Marsico, Angelo Di Mambro, Alessio Fagioli, Gian Luca Foresti, Romeo Lanzino, Francesco Scarcello:
LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements. ICIAP (1) 2023: 387-398 - [c5]Alessio Fagioli, Danilo Avola, Luigi Cinque, Emanuela Colombi, Gian Luca Foresti:
Writer Identification in Historical Handwritten Documents: A Latin Dataset and a Benchmark. ICIAP Workshops (2) 2023: 465-476 - 2022
- [c4]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone:
Analyzing EEG Data with Machine and Deep Learning: A Benchmark. ICIAP (1) 2022: 335-345 - [c3]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone:
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application. ICIAP (1) 2022: 489-499 - 2019
- [c2]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni:
Master and Rookie Networks for Person Re-identification. CAIP (2) 2019: 470-479 - [c1]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni, Daniele Pannone:
Feature-Based SLAM Algorithm for Small Scale UAV with Nadir View. ICIAP (2) 2019: 457-467
Informal and Other Publications
- 2022
- [i8]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals. CoRR abs/2203.05864 (2022) - [i7]Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone:
Analyzing EEG Data with Machine and Deep Learning: A Benchmark. CoRR abs/2203.10009 (2022) - [i6]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone:
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application. CoRR abs/2203.14031 (2022) - 2021
- [i5]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Adriano Fragomeni, Daniele Pannone:
3D Hand Pose and Shape Estimation from RGB Images for Improved Keypoint-Based Hand-Gesture Recognition. CoRR abs/2109.13879 (2021) - [i4]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
SIRe-Networks: Skip Connections over Interlaced Multi-Task Learning and Residual Connections for Structure Preserving Object Classification. CoRR abs/2110.02776 (2021) - [i3]Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello:
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image. CoRR abs/2110.02780 (2021) - 2020
- [i2]Danilo Avola, Luigi Cinque, Alessio Fagioli, Sebastiano Filetti, Giorgio Grani, Emanuele Rodolà:
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification. CoRR abs/2005.14117 (2020) - 2019
- [i1]Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni:
Deep Temporal Analysis for Non-Acted Body Affect Recognition. CoRR abs/1907.09945 (2019)
Coauthor Index
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