An integrated ship segmentation method based on discriminator and extractor

作者：

Highlights：

• An integrated ship segmentation method consisting of Interference Factor Discriminator and Ship Extractor for complex maritime background.

• An improved DeepLabv3 + which is more suitable for ship segmentation task is proposed.

• A collected and manually labeled ship segmentation dataset will be public to the community.

摘要

•An integrated ship segmentation method consisting of Interference Factor Discriminator and Ship Extractor for complex maritime background.•An improved DeepLabv3 + which is more suitable for ship segmentation task is proposed.•A collected and manually labeled ship segmentation dataset will be public to the community.

论文关键词：Ship segmentation,Sea fog,Classification,Interference Factor Discriminator,Ship extractor

论文评审过程：Received 11 October 2019, Accepted 5 November 2019, Available online 9 November 2019, Version of Record 21 January 2020.

论文官网地址：https://doi.org/10.1016/j.imavis.2019.11.002