AFEW-VA database for valence and arousal estimation in-the-wild

作者：

Highlights：

• AFEW-VA dataset for continuous valence and arousal estimation in-the-wild

• Review of existing work and databases for valence and arousal estimation from audio-video cues

• Baseline results and comparison of the performance of various features

• Comparison of state-of-the art methods on controlled and unconstrained environments

摘要

•AFEW-VA dataset for continuous valence and arousal estimation in-the-wild•Review of existing work and databases for valence and arousal estimation from audio-video cues•Baseline results and comparison of the performance of various features•Comparison of state-of-the art methods on controlled and unconstrained environments

论文关键词：Continuous affect estimation in-the-wild,Dimensional affect recognition in-the-wild,Valence,Arousal,Facial expressions,Dimensional emotion modelling

论文评审过程：Received 8 June 2016, Revised 6 February 2017, Accepted 7 February 2017, Available online 12 February 2017, Version of Record 18 September 2017.

论文官网地址：https://doi.org/10.1016/j.imavis.2017.02.001