Danilo Avola | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
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
Forward-looking sonar image compression by integrating keypoint clustering and morphological skeleton	MULTIMEDIA TOOLS AND APPLICATIONS	2021
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
Data Integration by Two-Sensors in a LEAP-Based Virtual Glove for Human-System Interaction	MULTIMEDIA TOOLS AND APPLICATIONS	2021
Automatic Estimation of Optimal UAV Flight Parameters for Real-Time Wide Areas Monitoring	MULTIMEDIA TOOLS AND APPLICATIONS	2021
Machine learning for video event recognition	INTEGRATED COMPUTER-AIDED ENGINEERING	2021
MAGI: Multistream aerial segmentation of ground images with small-scale drones	DRONES	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
2D Skeleton-Based Action Recognition via Two-Branch Stacked LSTM-RNNs	IEEE TRANSACTIONS ON MULTIMEDIA	2020
MIFTel: a multimodal interactive framework based on temporal logic rules	MULTIMEDIA TOOLS AND APPLICATIONS	2020
LieToMe: Preliminary study on hand gestures for deception detection via Fisher-LSTM	PATTERN RECOGNITION LETTERS	2020