Danilo Avola

Orcid: 0000-0001-9437-6217

Affiliations:
  • University of Udine, Italy
  • University of L'Aquila, Italy (PhD 2014)


According to our database1, Danilo Avola authored at least 105 papers between 2006 and 2024.

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

Timeline

Legend:

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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

ReViT: Enhancing Vision Transformers with Attention Residual Connections for Visual Recognition.
CoRR, 2024

FaceVision-GAN: A 3D Model Face Reconstruction Method from a Single Image Using GANs.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
A novel low cybersickness dynamic rotation gain enhancer based on spatial position and orientation in virtual environments.
Virtual Real., December, 2023

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization.
Sensors, March, 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

Hand Gesture Recognition Exploiting Handcrafted Features and LSTM.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Real-Time GAN-Based Model for Underwater Image Enhancement.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Keyrtual: A Lightweight Virtual Musical Keyboard Based on RGB-D and Sensors Fusion.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
Few-Shot Object Detection: A Survey.
ACM Comput. Surv., January, 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

Data integration by two-sensors in a LEAP-based Virtual Glove for human-system interaction.
Multim. Tools Appl., 2021

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

Forward-looking sonar image compression by integrating keypoint clustering and morphological skeleton.
Multim. Tools Appl., 2021

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

Machine learning for video event recognition.
Integr. Comput. Aided Eng., 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
A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights.
IEEE Trans. Syst. Man Cybern. Syst., 2020

2-D Skeleton-Based Action Recognition via Two-Branch Stacked LSTM-RNNs.
IEEE Trans. Multim., 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

Homography vs similarity transformation in aerial mosaicking: which is the best at different altitudes?
Multim. Tools Appl., 2020

MIFTel: a multimodal interactive framework based on temporal logic rules.
Multim. Tools Appl., 2020

Online separation of handwriting from freehand drawing using extreme learning machines.
Multim. Tools Appl., 2020

Design of a 3D Platform for Immersive Neurocognitive Rehabilitation.
Inf., 2020

Fusing Self-Organized Neural Network and Keypoint Clustering for Localized Real-Time Background Subtraction.
Int. J. Neural Syst., 2020

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

2019
Exploiting Recurrent Neural Networks and Leap Motion Controller for the Recognition of Sign Language and Semaphoric Hand Gestures.
IEEE Trans. Multim., 2019

A Vision-Based System for Internal Pipeline Inspection.
IEEE Trans. Ind. Informatics, 2019

Fusing depth and colour information for human action recognition.
Multim. Tools Appl., 2019

An interactive and low-cost full body rehabilitation framework based on 3D immersive serious games.
J. Biomed. Informatics, 2019

Wi-Fi Passive Person Re-Identification based on Channel State Information.
CoRR, 2019

A Shape Comparison Reinforcement Method Based on Feature Extractors and F1-Score.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

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

A New Descriptor for Keypoint-Based Background Modeling.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Automatic Deception Detection in RGB videos using Facial Action Units.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

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

2018
VRheab: a fully immersive motor rehabilitation system based on recurrent neural network.
Multim. Tools Appl., 2018

Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition.
CoRR, 2018

Visual Cryptography for Detecting Hidden Targets by Small-Scale Robots.
Proceedings of the Pattern Recognition Applications and Methods, 2018

A Rover-based System for Searching Encrypted Targets in Unknown Environments.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Combining Keypoint Clustering and Neural Background Subtraction for Real-time Moving Object Detection by PTZ Cameras.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017
Supporting group collaboration in an annotation system.
J. Vis. Lang. Comput., 2017

A keypoint-based method for background modeling and foreground detection using a PTZ camera.
Pattern Recognit. Lett., 2017

Adaptive bootstrapping management by keypoint clustering for background initialization.
Pattern Recognit. Lett., 2017

The UMCD Dataset.
CoRR, 2017

Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A Machine Learning Approach for the Online Separation of Handwriting from Freehand Drawing.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Aerial video surveillance system for small-scale UAV environment monitoring.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
A multipurpose autonomous robot for target recognition in unknown environments.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

A Practical Framework for the Development of Augmented Reality Applications by using ArUco Markers.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015
Basis for the implementation of an EEG-based single-trial binary brain computer interface through the disgust produced by remembering unpleasant odors.
Neurocomputing, 2015

Design of a framework for personalised 3D modelling from medical images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015

Selection of Temporal Features for Event Detection in Smart Security.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Relevance measures for the creation of groups in an annotation system.
J. Vis. Lang. Comput., 2014

A low-cost real time virtual system for postural stability assessment at home.
Comput. Methods Programs Biomed., 2014

Markerless Hand Gesture Interface Based on LEAP Motion Controller.
Proceedings of the 20th International Conference on Distributed Multimedia Systems: Research papers on distributed multimedia systems, 2014

Adaptive Sampling and Non Linear Reconstruction for Cardiac Magnetic Resonance Imaging.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Innovative On-line Handwriting Identification Algorithm Based on Stroke Features.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Time-of-Flight Camera Based Virtual Reality Interaction for Balance Rehabilitation Purposes.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

2013
Design of an efficient framework for fast prototyping of customized human-computer interfaces and virtual environments for rehabilitation.
Comput. Methods Programs Biomed., 2013

Customized First and Second Order Statistics Based Operators to Support Advanced Texture Analysis of MRI Images.
Comput. Math. Methods Medicine, 2013

Overall design and implementation of the virtual glove.
Comput. Biol. Medicine, 2013

SketchSPORE: A Sketch Based Domain Separation and Recognition System for Interactive Interfaces.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Human Body Language Analysis: A Preliminary Study Based on Kinect Skeleton Tracking.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

2012
Movement analysis based on virtual reality and 3D depth sensing camera for whole body rehabilitation.
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

A hybrid sampling strategy for Sparse Magnetic Resonance Imaging.
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

3D modelling to support dental surgery.
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011
Light-Weight Composition of Personal Documents from Distributed Information.
Proceedings of the End-User Development - Third International Symposium, 2011

A Novel T-CAD Framework to Support Medical Image Analysis and Reconstruction.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Color-Based Recognition of Gesture-traced 2D Symbols.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

FcBD: An Agent-Based Architecture to Support Sketch Recognition Interfaces.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

2010
Annotation threads in <i>MADCOW 2.0</i>.
Proceedings of the International Conference on Humans and Computers, 2010

Managing Groups and Group Annotations in madcow.
Proceedings of the Databases in Networked Information Systems, 6th International Workshop, 2010

Interacting annotations in <i>MADCOW 2.0</i>.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

2009
SketchML a representation language for novel sketch recognition approach.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

A Novel Online Textual/Graphical Domain Separation Approach for Sketch-Based Interfaces.
Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009

Encephalic NMR Tumor Diversification by Textural Interpretation.
Proceedings of the Image Analysis and Processing, 2009

A Novel Recognition Approach for Sketch-Based Interfaces.
Proceedings of the Image Analysis and Processing, 2009

2008
Encephalic NMR image analysis by textural interpretation.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Novel Approach for Practical Semantic Web Data Management.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A Framework for Designing and Recognizing Sketch-Based Libraries for Pervasive Systems.
Proceedings of the Information Systems and e-Business Technologies, 2008

2007
Sketch Style Recognition in Human Computer Interaction.
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Formalizing Recognition of Sketching Styles in Human Centered Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Ambiguities in Sketch-Based Interfaces.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

2006
Solving Ambiguities for Sketch-Based Interaction in Mobile Environments.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006


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