Video-based kinship verification using distance metric learning

作者：

Highlights：

• We investigate the problem of kinship verification from facial videos.

• We present a new video face dataset for the video-based kinship verification study.

• We develop a benchmark to evaluate state-of-the-art metric learning methods in video-based kinship verification.

• Experiments show the efficacy of distance metric learning in kinship verification.

摘要

•We investigate the problem of kinship verification from facial videos.•We present a new video face dataset for the video-based kinship verification study.•We develop a benchmark to evaluate state-of-the-art metric learning methods in video-based kinship verification.•Experiments show the efficacy of distance metric learning in kinship verification.

论文关键词：Kinship verification,Metric learning,Face recognition,Video-based

论文评审过程：Received 1 September 2016, Revised 7 January 2017, Accepted 1 March 2017, Available online 7 March 2017, Version of Record 21 November 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.03.001