Communication and Automatic Interpretation of Affect from Facial Expressions

Author:

Salah Albert Ali1,Sebe Nicu2,Gevers Theo1

Affiliation:

1. University of Amsterdam, the Netherlands

2. University of Trento, Italy

Abstract

The objective of this chapter is to introduce the reader to the recent advances in computer processing of facial expressions and communicated affect. Human facial expressions have evolved in tandem with human face recognition abilities, and show remarkable consistency across cultures. Consequently, it is rewarding to review the main traits of face recognition in humans, as well as consolidated research on the categorization of facial expressions. The bulk of the chapter focuses on the main trends in computer analysis of facial expressions, sketching out the main algorithms and exposing computational considerations for different settings. The authors then look at some recent applications and promising new projects to give the reader a realistic view of what to expect from this technology now and in near future.

Publisher

IGI Global

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A multi-modality and multi-dyad approach to measuring flexibility in psychotherapy;Psychotherapy Research;2024-01-22

2. Facial Micro-Expressions: An Overview;Proceedings of the IEEE;2023-10

3. Designing Computational Tools for Behavioral and Clinical Science;Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems;2021-06-08

4. Game-Calibrated and User-Tailored Remote Detection of Stress and Boredom in Games;Sensors;2019-06-28

5. A comprehensive survey on automatic facial action unit analysis;The Visual Computer;2019-06-26

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