Facial expression recognition on a quantum computer

• Published in: Quantum machine intelligence Vol. 3; no. 1
• Main Authors: Mengoni, Riccardo, Incudini, Massimiliano, Di Pierro, Alessandra
• Format: Journal Article
• Language: English
• Published: Cham Springer International Publishing 01.06.2021
• Subjects: Artificial Intelligence; Computational Intelligence; Engineering; Quantum Information Technology; Research Article; Spintronics; Facial expression recognition; Quantum computing; Graph theory; Quantum machine learning

We address the problem of facial expression recognition and show a possible solution using a quantum machine learning approach. In order to define an efficient classifier for a given dataset, our approach substantially exploits quantum interference. By representing face expressions via graphs, we de...