Neighborhood kinship preserving hashing for supervised learning

作者：

Highlights：

• A neighbor kinship preserving hashing (NKPH) is developed based on a learned robust distance metric.

• The discriminant information is inherited into the hamming space by the proposed NKPH method.

• The learned hashing function can make the learned hashing codes with discriminant information.

摘要

•A neighbor kinship preserving hashing (NKPH) is developed based on a learned robust distance metric.•The discriminant information is inherited into the hamming space by the proposed NKPH method.•The learned hashing function can make the learned hashing codes with discriminant information.

论文关键词：Hashing learning,Kinship preserving hashing,Discriminant information,Discriminant hashing,Robust distance metric

论文评审过程：Received 15 August 2018, Revised 27 February 2019, Accepted 7 April 2019, Available online 24 April 2019, Version of Record 3 May 2019.

论文官网地址：https://doi.org/10.1016/j.image.2019.04.003