Multi-modal and multi-layout discriminative learning for placental maturity staging

作者：

Highlights：

• CDE is integrated with BUS images for feature fusion.

• A visual descriptor and ensemble fusion technique are designed.

• FV with multi-layout strategy is developed to integrate spatial information.

• A multi-view technique is devised to explore feature complementarity.

摘要

•CDE is integrated with BUS images for feature fusion.•A visual descriptor and ensemble fusion technique are designed.•FV with multi-layout strategy is developed to integrate spatial information.•A multi-view technique is devised to explore feature complementarity.

论文关键词：Placental maturity staging,Multi-layout Fisher vector,Multi-modal,Fusion,Color Doppler energy imaging

论文评审过程：Received 31 January 2016, Revised 4 June 2016, Accepted 21 September 2016, Available online 28 September 2016, Version of Record 27 November 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.09.037