Saliency aware image cropping with latent region pair

作者：

Highlights：

• Our method incorporates salient map with candidate crops generation and align operators.

• Our method reveals internal relation of ROI and ROD.

• Our method refines the representation of latent region pair with CCA models.

• Our method outperforms other methods on three public datasets.

摘要

•Our method incorporates salient map with candidate crops generation and align operators.•Our method reveals internal relation of ROI and ROD.•Our method refines the representation of latent region pair with CCA models.•Our method outperforms other methods on three public datasets.

论文关键词：Image cropping,Deep learning,Latent region pair,Aesthetic prediction

论文评审过程：Received 25 April 2020, Revised 8 January 2021, Accepted 8 January 2021, Available online 20 January 2021, Version of Record 1 February 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114596