58 citations · 226 across the 8 of their papers we have counts for
8 papers
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application
Danilo Avola, Luigi Cinque, Alessio Fagioli +4
Taking medicines is a fundamental aspect to cure illnesses. However, studies have shown that it can be hard for patients to remember the correct posology. More aggravating, a wrong…
Analyzing EEG Data with Machine and Deep Learning: A Benchmark
Danilo Avola, Marco Cascio, Luigi Cinque +4
Nowadays, machine and deep learning techniques are widely used in different areas, ranging from economics to biology. In general, these techniques can be used in two ways: trying t…
Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals
Danilo Avola, Marco Cascio, Luigi Cinque +2
The increasing availability of wireless access points (APs) is leading towards human sensing applications based on Wi-Fi signals as support or alternative tools to the widespread v…
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image
Danilo Avola, Andrea Bacciu, Luigi Cinque +3
Over the last year, the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and its variants have highlighted the importance of screening tools with high diagnostic accura…
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders
Danilo Avola, Luigi Cinque, Alessio Fagioli +1
Improving existing neural network architectures can involve several design choices such as manipulating the loss functions, employing a diverse learning strategy, exploiting gradie…
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition
Danilo Avola, Luigi Cinque, Alessio Fagioli +3
Estimating the 3D pose of a hand from a 2D image is a well-studied problem and a requirement for several real-life applications such as virtual reality, augmented reality, and hand…
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo Avola, Luigi Cinque, Alessio Fagioli +3
Computer-aided diagnosis (CAD) is becoming a prominent approach to assist clinicians spanning across multiple fields. These automated systems take advantage of various computer vis…
Deep Temporal Analysis for Non-Acted Body Affect Recognition
Danilo Avola, Luigi Cinque, Alessio Fagioli +2
Affective computing is a field of great interest in many computer vision applications, including video surveillance, behaviour analysis, and human-robot interaction. Most of the ex…