A multi-scene deep learning model for image aesthetic evaluation

作者：

Highlights：

• Present a multi-scene deep learning model for image aesthetic evaluation.

• Design a scene convolutional layer containing multi-group descriptors in the network.

• Design a pre-training procedure to initialize the model.

摘要

•Present a multi-scene deep learning model for image aesthetic evaluation.•Design a scene convolutional layer containing multi-group descriptors in the network.•Design a pre-training procedure to initialize the model.

论文关键词：Deep learning,Image aesthetic,Multi-scene deep learning model,Pre-training

论文评审过程：Received 17 October 2015, Revised 10 May 2016, Accepted 11 May 2016, Available online 13 May 2016, Version of Record 29 September 2016.

论文官网地址：https://doi.org/10.1016/j.image.2016.05.009