Deep CNN based binary hash video representations for face retrieval

作者：

Highlights：

• A deep CNN to simultaneously learn face feature extractor and hash functions.

• A low-rank discriminative binary hashing method to initialize the hash functions.

• Excellent performances on various face retrieval tasks.

摘要

•A deep CNN to simultaneously learn face feature extractor and hash functions.•A low-rank discriminative binary hashing method to initialize the hash functions.•Excellent performances on various face retrieval tasks.

论文关键词：Face video retrieval,Cross-domain face retrieval,Deep CNN,Hash learning

论文评审过程：Received 9 August 2017, Revised 29 March 2018, Accepted 11 April 2018, Available online 13 April 2018, Version of Record 21 April 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.04.014