Micro-expression recognition using advanced genetic algorithm

作者：

Highlights：

• A novel approach for micro-expression recognition was proposed.

• A genetic algorithm was implemented on one of the state-of-the-art ME algorithms for feature integration.

• Promising performances were obtained in three micro-expression databases.

• A comparison of the proposed method with the benchmark and recent methods was reported.

摘要

•A novel approach for micro-expression recognition was proposed.•A genetic algorithm was implemented on one of the state-of-the-art ME algorithms for feature integration.•Promising performances were obtained in three micro-expression databases.•A comparison of the proposed method with the benchmark and recent methods was reported.

论文关键词：Genetic algorithm,Apex,CNN,Optical flow,Micro-expression,Recognition

论文评审过程：Received 19 November 2019, Revised 6 November 2020, Accepted 12 January 2021, Available online 19 January 2021, Version of Record 23 January 2021.

论文官网地址：https://doi.org/10.1016/j.image.2021.116153