Mining the displacement of max-pooling for text recognition

作者：

Highlights：

• A new feature named “displacement features” are extracted from the pooling layer.

• Combining the displacement features and pooling features for text recognition.

• Analyzing and mining the behaviors of the displacement features.

摘要

•A new feature named “displacement features” are extracted from the pooling layer.•Combining the displacement features and pooling features for text recognition.•Analyzing and mining the behaviors of the displacement features.

论文关键词：Convolutional neural networks,Max-pooling,Displacement feature,Text recognition

论文评审过程：Received 26 January 2019, Revised 4 April 2019, Accepted 7 May 2019, Available online 8 May 2019, Version of Record 20 May 2019.

论文官网地址：https://doi.org/10.1016/j.patcog.2019.05.014