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Person Recognition using Facial Micro-Expressions with Deep Learning

Tuval Kay,Yuval Ringel,2 Authors,D. Mendlovic

2023 · DOI: 10.48550/arXiv.2306.13907
arXiv.org · 6 Citations

TLDR

Experiments on three widely-used micro-expression databases demonstrate a notable increase in identification accuracy compared to existing benchmarks, highlighting the potential of integrating facial micro-expressions for improved person recognition across various fields.

Abstract

This study investigates the efficacy of facial micro-expressions as a soft biometric for enhancing person recognition, aiming to broaden the understanding of the subject and its potential applications. We propose a deep learning approach designed to capture spatial semantics and motion at a fine temporal resolution. Experiments on three widely-used micro-expression databases demonstrate a notable increase in identification accuracy compared to existing benchmarks, highlighting the potential of integrating facial micro-expressions for improved person recognition across various fields.