Growing random forest on deep convolutional neural networks for scene categorization

作者：

Highlights：

• Random forests are grown on convolutional neural networks for scene categorization.

• Features from multi-layers of deep convolutional neural networks are utilized.

• A feature selection method is proposed to use random forests to categorize scenes.

摘要

•Random forests are grown on convolutional neural networks for scene categorization.•Features from multi-layers of deep convolutional neural networks are utilized.•A feature selection method is proposed to use random forests to categorize scenes.

论文关键词：Scene categorization,Random forest,Convolutional neural networks,Feature selection

论文评审过程：Received 26 December 2015, Revised 21 September 2016, Accepted 17 October 2016, Available online 17 October 2016, Version of Record 7 December 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.10.038