Alessio Fagioli | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Low-altitude aerial video surveillance via one-class svm anomaly detection from textural features in uav images	INFORMATION	2022
Human Silhouette and Skeleton Video Synthesis Through Wi-Fi signals	INTERNATIONAL JOURNAL OF NEURAL SYSTEMS	2022
Deep Temporal Analysis for Non-Acted Body Affect Recognition	IEEE TRANSACTIONS ON AFFECTIVE COMPUTING	2022
Person Re-Identification through Wi-Fi Extracted Radio Biometric Signatures	IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY	2022
3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition	PATTERN RECOGNITION	2022
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images	COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE	2022
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2022
Analyzing EEG Data with Machine and Deep Learning: A Benchmark	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2022
A novel GAN-based anomaly Detection and localization method for aerial video surveillance at low altitude	REMOTE SENSING	2022
SIRe-Networks: Convolutional neural networks architectural extension for information preservation via skip/residual connections and interlaced auto-encoders	NEURAL NETWORKS	2022
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	INTERNATIONAL JOURNAL OF NEURAL SYSTEMS	2022
Real-time deep learning method for automated detection and localization of structural defects in manufactured products	COMPUTERS & INDUSTRIAL ENGINEERING	2022
LieToMe: An Ensemble Approach for Deception Detection from Facial Cues	INTERNATIONAL JOURNAL OF NEURAL SYSTEMS	2021
MS-faster R-CNN: multi-stream backbone for improved faster R-CNN object detection and aerial tracking from UAV images	REMOTE SENSING	2021
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY	2021
Automatic Estimation of Optimal UAV Flight Parameters for Real-Time Wide Areas Monitoring	MULTIMEDIA TOOLS AND APPLICATIONS	2021
R-SigNet: Reduced space writer-independent feature learning for offline writer-dependent signature verification	PATTERN RECOGNITION LETTERS	2021
Ultrasound Medical Imaging Techniques	ACM COMPUTING SURVEYS	2021
LieToMe: Preliminary study on hand gestures for deception detection via Fisher-LSTM	PATTERN RECOGNITION LETTERS	2020
Bodyprint—a meta-feature based LSTM hashing model for person re-identification	SENSORS	2020