BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database

作者:

Highlights:

• We present the first 3D dynamic spontaneous facial expression database.

• Meta-data include FACS coding, head pose data, and 2D/3D landmarks.

• We present an effective emotion elicitation protocol using eight tasks.

• The database is analyzed by self-report, observers’ rating, and AU annotation.

• The database is validated through expression/AU recognition, and pain analysis.

摘要

•We present the first 3D dynamic spontaneous facial expression database.•Meta-data include FACS coding, head pose data, and 2D/3D landmarks.•We present an effective emotion elicitation protocol using eight tasks.•The database is analyzed by self-report, observers’ rating, and AU annotation.•The database is validated through expression/AU recognition, and pain analysis.

论文关键词:3D facial expression,FACS,Spontaneous expression,Dynamic facial expression database

论文评审过程:Received 13 June 2013, Revised 17 May 2014, Accepted 26 June 2014, Available online 14 July 2014.

论文官网地址:https://doi.org/10.1016/j.imavis.2014.06.002