Coordinate CNNs and LSTMs to categorize scene images with multi-views and multi-levels of abstraction

作者：

Highlights：

• Scene categorization is performed with multi-views and multi-levels of abstraction.

• CNNs and LSTMs are coordinated to categorize scene images.

• CNNs are used to generate features of multi-levels of abstraction.

• LSTMs are used to accommodate multiple image views.

摘要

•Scene categorization is performed with multi-views and multi-levels of abstraction.•CNNs and LSTMs are coordinated to categorize scene images.•CNNs are used to generate features of multi-levels of abstraction.•LSTMs are used to accommodate multiple image views.

论文关键词：Scene categorization,Multi-views,Multi-levels of abstraction,Long short-term memory,Convolutional neural networks

论文评审过程：Received 7 July 2017, Revised 16 August 2018, Accepted 31 August 2018, Available online 1 September 2018, Version of Record 3 December 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.08.056