45 citations · 87 across the 30 of their papers we have counts for
11 papers · 1 filter
Recurrent Vision Transformer for Solving Visual Reasoning Problems
Nicola Messina, Giuseppe Amato, Fabio Carrara +2
Although convolutional neural networks (CNNs) showed remarkable results in many vision tasks, they are still strained by simple yet challenging visual reasoning problems. Inspired…
A Leap among Quantum Computing and Quantum Neural Networks: A Survey
Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato +1
In recent years, Quantum Computing witnessed massive improvements in terms of available resources and algorithms development. The ability to harness quantum phenomena to solve comp…
A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence
Giuseppe Amato, Stefano Chessa, Mauro Dragone +2
This paper presents a communication framework built to simplify the construction of robotic ecologies, i.e., networks of heterogeneous computational nodes interfaced with sensors,…
Multi-Camera Vehicle Counting Using Edge-AI
Luca Ciampi, Claudio Gennaro, Fabio Carrara +3
This paper presents a novel solution to automatically count vehicles in a parking lot using images captured by smart cameras. Unlike most of the literature on this task, which focu…
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features
Nicola Messina, Giuseppe Amato, Fabrizio Falchi +2
Cross-modal retrieval is an important functionality in modern search engines, as it increases the user experience by allowing queries and retrieved objects to pertain to different…
MAFER: a Multi-resolution Approach to Facial Expression Recognition
Fabio Valerio Massoli, Donato Cafarelli, Claudio Gennaro +2
Emotions play a central role in the social life of every human being, and their study, which represents a multidisciplinary subject, embraces a great variety of research fields. Es…