Pairwise based deep ranking hashing for histopathology image classification and retrieval

作者：

Highlights：

• We design a pairwise matrix to preserve both ranking and label information.

• We propose a novel objective function to learn binary codes.

• We propose a novel pairwise based supervised deep learning framework for fast image classification and retrieval.

摘要

•We design a pairwise matrix to preserve both ranking and label information.•We propose a novel objective function to learn binary codes.•We propose a novel pairwise based supervised deep learning framework for fast image classification and retrieval.

论文关键词：Histopathology images,Classification,Retrieval,Ranking hashing,Deep learning

论文评审过程：Received 15 August 2017, Revised 31 January 2018, Accepted 20 March 2018, Available online 22 March 2018, Version of Record 3 April 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.03.015