An effective methodology for dynamic 3D facial expression retrieval
作者:
Highlights:
• We illustrate a novel retrieval methodology for dynamic sequences of 3D face scans.
• We present a detailed evaluation of the introduced retrieval scheme.
• BU-4DFE and BP4D-Spontaneous data sets were used for experiments.
• Retrieval results are used to achieve unsupervised facial expression recognition.
• The presented results outperform state-of-the-art retrieval schemes.
摘要
Highlights•We illustrate a novel retrieval methodology for dynamic sequences of 3D face scans.•We present a detailed evaluation of the introduced retrieval scheme.•BU-4DFE and BP4D-Spontaneous data sets were used for experiments.•Retrieval results are used to achieve unsupervised facial expression recognition.•The presented results outperform state-of-the-art retrieval schemes.
论文关键词:Dynamic 3D mesh sequence,3D object retrieval,4D facial expression retrieval,4D facial expression recognition
论文评审过程:Received 20 November 2014, Revised 17 July 2015, Accepted 16 October 2015, Available online 24 October 2015, Version of Record 24 December 2015.
论文官网地址:https://doi.org/10.1016/j.patcog.2015.10.012