An efficient image aesthetic analysis system using Hadoop

作者：

Highlights：

• An efficient image aesthetic analysis system is designed based on Hadoop framework.

• It provides efficiency solution and good user experience for mobile device users.

• The Hadoop system is adapted for image data format and aesthetic analysis algorithms.

• The Hadoop system is optimized for processing large amount of small files efficiently.

• The scheduling mechanism of the system is optimized for multiple users׳ requests.

• An effective communication service between cloud server and terminals is designed.

摘要

•An efficient image aesthetic analysis system is designed based on Hadoop framework.•It provides efficiency solution and good user experience for mobile device users.•The Hadoop system is adapted for image data format and aesthetic analysis algorithms.•The Hadoop system is optimized for processing large amount of small files efficiently.•The scheduling mechanism of the system is optimized for multiple users׳ requests.•An effective communication service between cloud server and terminals is designed.

论文关键词：Image aesthetic analysis,Distributed processing,MapReduce,Hadoop

论文评审过程：Available online 28 July 2015, Version of Record 3 December 2015.

论文官网地址：https://doi.org/10.1016/j.image.2015.07.006