A novel correlation filter based on variational calculus

作者：

Highlights：

• Recognition of objects by using an optimal object model.

• Estimation of the object model from positive and negative examples using spatial correlation.

• Examples are regrouped into separate classes.

• Variational formulation of the correlation filter.

• Face identification and estimation the pose.

摘要

•Recognition of objects by using an optimal object model.•Estimation of the object model from positive and negative examples using spatial correlation.•Examples are regrouped into separate classes.•Variational formulation of the correlation filter.•Face identification and estimation the pose.

论文关键词：Correlation filter,Variational calculus,Face identification,Illumination variation,Single training image,Pose classification

论文评审过程：Received 27 December 2018, Revised 13 May 2019, Accepted 11 June 2019, Available online 20 June 2019, Version of Record 21 June 2019.

论文官网地址：https://doi.org/10.1016/j.image.2019.06.003