1.4k citations · 1.4k across the 6 of their papers we have counts for
12 papers
Beyond Codebook-Based Analog Beamforming at mmWave: Compressed Sensing and Machine Learning Methods
Hamed Pezeshki, Fabio Valerio Massoli, Arash Behboodi +6
Analog beamforming is the predominant approach for millimeter wave (mmWave) communication given its favorable characteristics for limited-resource devices. In this work, we aim at…
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…
A Multi-resolution Approach to Expression Recognition in the Wild
Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato +1
Facial expressions play a fundamental role in human communication. Indeed, they typically reveal the real emotional status of people beyond the spoken language. Moreover, the compr…
Expression Recognition Analysis in the Wild
Donato Cafarelli, Fabio Valerio Massoli, Fabrizio Falchi +2
Facial Expression Recognition(FER) is one of the most important topic in Human-Computer interactions(HCI). In this work we report details and experimental results about a facial ex…
Detection of Face Recognition Adversarial Attacks
Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato +1
Deep Learning methods have become state-of-the-art for solving tasks such as Face Recognition (FR). Unfortunately, despite their success, it has been pointed out that these learnin…
Cross-Resolution Learning for Face Recognition
Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi
Convolutional Neural Networks have reached extremely high performances on the Face Recognition task. Largely used datasets, such as VGGFace2, focus on gender, pose and age variatio…