Alessio Fagioli

Orcid: 0000-0002-8111-9120

Affiliations:
  • Sapienza University, Rome, Italy


According to our database1, Alessio Fagioli authored at least 31 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition.
Int. J. Neural Syst., May, 2024

Signal enhancement and efficient DTW-based comparison for wearable gait recognition.
Comput. Secur., February, 2024

2023
Towards human-like neural networks: a neuroscience approach.
PhD thesis, 2023

Writer Identification in Historical Handwritten Documents: A Latin Dataset and a Benchmark.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Person Re-Identification Through Wi-Fi Extracted Radio Biometric Signatures.
IEEE Trans. Inf. Forensics Secur., 2022

Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Temporal Analysis for Non-Acted Body Affect Recognition.
IEEE Trans. Affect. Comput., 2022

A Novel GAN-Based Anomaly Detection and Localization Method for Aerial Video Surveillance at Low Altitude.
Remote. Sens., 2022

3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition.
Pattern Recognit., 2022

SIRe-Networks: Convolutional neural networks architectural extension for information preservation via skip/residual connections and interlaced auto-encoders.
Neural Networks, 2022

Low-Altitude Aerial Video Surveillance via One-Class SVM Anomaly Detection from Textural Features in UAV Images.
Inf., 2022

Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features.
Int. J. Neural Syst., 2022

Human Silhouette and Skeleton Video Synthesis Through Wi-Fi Signals.
Int. J. Neural Syst., 2022

Ultrasound Medical Imaging Techniques: A Survey.
ACM Comput. Surv., 2022

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images.
Comput. Methods Programs Biomed., 2022

Real-time deep learning method for automated detection and localization of structural defects in manufactured products.
Comput. Ind. Eng., 2022

Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Analyzing EEG Data with Machine and Deep Learning: A Benchmark.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN Object Detection and Aerial Tracking from UAV Images.
Remote. Sens., 2021

R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification.
Pattern Recognit. Lett., 2021

Automatic estimation of optimal UAV flight parameters for real-time wide areas monitoring.
Multim. Tools Appl., 2021

LieToMe: An Ensemble Approach for Deception Detection from Facial Cues.
Int. J. Neural Syst., 2021

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image.
CoRR, 2021

SIRe-Networks: Skip Connections over Interlaced Multi-Task Learning and Residual Connections for Structure Preserving Object Classification.
CoRR, 2021

3D Hand Pose and Shape Estimation from RGB Images for Improved Keypoint-Based Hand-Gesture Recognition.
CoRR, 2021

2020
Bodyprint - A Meta-Feature Based LSTM Hashing Model for Person Re-Identification.
Sensors, 2020

LieToMe: Preliminary study on hand gestures for deception detection via Fisher-LSTM.
Pattern Recognit. Lett., 2020

Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification.
CoRR, 2020

2019
Feature-Based SLAM Algorithm for Small Scale UAV with Nadir View.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Master and Rookie Networks for Person Re-identification.
Proceedings of the Computer Analysis of Images and Patterns, 2019


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