Efficient multi-modal geometric mean metric learning

作者：

Highlights：

• We developed a geometric mean distance metric learning algorithm for high-dimensional multi-modal data.

• The proposed method is efficient compared with the state-of-the-art.

• Empirical results verify the effectiveness of our algorithm.

摘要

•We developed a geometric mean distance metric learning algorithm for high-dimensional multi-modal data.•The proposed method is efficient compared with the state-of-the-art.•Empirical results verify the effectiveness of our algorithm.

论文关键词：Metric learning,Multi-modality,Efficiency,Geometric mean

论文评审过程：Received 16 November 2016, Revised 5 January 2017, Accepted 27 February 2017, Available online 2 March 2017, Version of Record 21 November 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.02.032