Single-image depth estimation by refined segmentation and consistency reconstruction

作者：

Highlights：

• An accurate method is proposed to estimate the depth map for single image.

• A boundary spreading approach is proposed to segment the image into local regions.

• A novel constraint is introduced to establish the relations of the segmented scenes.

摘要

•An accurate method is proposed to estimate the depth map for single image.•A boundary spreading approach is proposed to segment the image into local regions.•A novel constraint is introduced to establish the relations of the segmented scenes.

论文关键词：Depth estimation,Image segmentation,Consistency reconstruction,Single image

论文评审过程：Received 18 November 2019, Revised 14 September 2020, Accepted 25 October 2020, Available online 31 October 2020, Version of Record 4 November 2020.

论文官网地址：https://doi.org/10.1016/j.image.2020.116048