Traffic sign detection via interest region extraction

作者:

Highlights:

• The paper presents in detail the design of a Traffic Sign Detection pipeline.

• Interest regions are an effective tool to feed a Traffic Sign Detection pipeline.

• A context-aware and a traffic light filter can effectively prune false positives.

• Our algorithm obtains competitive results on a public benchmark dataset.

• Our pipeline achieves promising results on a challenging mobile mapping dataset.

摘要

Highlights•The paper presents in detail the design of a Traffic Sign Detection pipeline.•Interest regions are an effective tool to feed a Traffic Sign Detection pipeline.•A context-aware and a traffic light filter can effectively prune false positives.•Our algorithm obtains competitive results on a public benchmark dataset.•Our pipeline achieves promising results on a challenging mobile mapping dataset.

论文关键词:Mobile mapping,Traffic sign detection,Local features

论文评审过程:Received 27 December 2013, Revised 29 May 2014, Accepted 30 May 2014, Available online 9 June 2014.

论文官网地址:https://doi.org/10.1016/j.patcog.2014.05.017