An approach for detecting and cleaning of struck-out handwritten text

作者:

Highlights:

• Approach for struck-out text detection, strike-out stroke identification and deletion.

• Considering strike-outs by linear (horizontal/ slanted), zigzag and wavy strokes.

• Processing of strike-outs at multi-line, multi-word and single word level.

• Deletion of strike-out strokes for manuscript cleaning.

• Database generation of 500 offline handwritten pages containing struck-out texts.

摘要

Highlights•Approach for struck-out text detection, strike-out stroke identification and deletion.•Considering strike-outs by linear (horizontal/ slanted), zigzag and wavy strokes.•Processing of strike-outs at multi-line, multi-word and single word level.•Deletion of strike-out strokes for manuscript cleaning.•Database generation of 500 offline handwritten pages containing struck-out texts.

论文关键词:Crossed-out text,Document cleaning,Handwritten OCR,Inpainting,Strike-out stroke,Struck-out text processing

论文评审过程:Received 18 January 2016, Revised 22 July 2016, Accepted 22 July 2016, Available online 26 July 2016, Version of Record 12 August 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2016.07.032