Fabric inspection based on the Elo rating method

作者:

Highlights:

• An Elo rating fabric inspection method in the sportsmanship׳s spirit is presented.

• Fabric inspection is achieved by fair matches between partitions on an image.

• Matches between partitions are updated via an Elo point matrix.

• A partition with a light defect is seen as a strong player who will always win.

• An overall 97.07% detection success rate was achieved for 336 patterned images.

摘要

•An Elo rating fabric inspection method in the sportsmanship׳s spirit is presented.•Fabric inspection is achieved by fair matches between partitions on an image.•Matches between partitions are updated via an Elo point matrix.•A partition with a light defect is seen as a strong player who will always win.•An overall 97.07% detection success rate was achieved for 336 patterned images.

论文关键词:Elo rating,Sportsmanship,Match,Partition,Fabric inspection,Defect detection,Texture analysis,Patterned texture

论文评审过程:Received 29 March 2015, Revised 12 August 2015, Accepted 21 September 2015, Available online 8 October 2015, Version of Record 27 November 2015.

论文官网地址:https://doi.org/10.1016/j.patcog.2015.09.022