Real-time semantic segmentation with weighted factorized-depthwise convolution

作者：

Highlights：

• Separate calculation in all dimensions and use simplified attention layer.

• Present the full-dimensional continuous separation convolution module.

• Propose the lateral asymmetric pyramid fusion module.

• Design an asymmetric encoder-decoder network for real-time semantic segmentation.

摘要

•Separate calculation in all dimensions and use simplified attention layer.•Present the full-dimensional continuous separation convolution module.•Propose the lateral asymmetric pyramid fusion module.•Design an asymmetric encoder-decoder network for real-time semantic segmentation.

论文关键词：Semantic segmentation,Real-time,Pyramid fusion,Continuous separation

论文评审过程：Received 28 December 2020, Revised 5 July 2021, Accepted 6 August 2021, Available online 13 August 2021, Version of Record 23 August 2021.

论文官网地址：https://doi.org/10.1016/j.imavis.2021.104269