Weakly supervised power line detection algorithm using a recursive noisy label update with refined broken line segments

作者:

Highlights:

• A weakly supervised power line detection algorithm is proposed.

• A line specialized refinement algorithm is applied for performance improvement.

• A repeated learning framework with noise label develops the model output.

摘要

•A weakly supervised power line detection algorithm is proposed.•A line specialized refinement algorithm is applied for performance improvement.•A repeated learning framework with noise label develops the model output.

论文关键词:Weakly supervised learning,Power lines,Semantic segmentation,Line segments,Industrial application

论文评审过程:Received 15 October 2019, Revised 6 August 2020, Accepted 16 August 2020, Available online 3 September 2020, Version of Record 12 September 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113895