Automatic processing of Historical Arabic Documents: A comprehensive Survey
作者:
Highlights:
• Challenges of automatic processing of historical Arabic documents (APHAD).
• Classification of APHAD applications into four tasks: Data analysis, Writer classification, Data classification and Data retrieval.
• For each application, a survey of existing approaches is presented.
• For each application, the existing solutions are discussed and recommendations are suggested.
• Existing datasets and softwares on APHAD applications are surveyed.
摘要
•Challenges of automatic processing of historical Arabic documents (APHAD).•Classification of APHAD applications into four tasks: Data analysis, Writer classification, Data classification and Data retrieval.•For each application, a survey of existing approaches is presented.•For each application, the existing solutions are discussed and recommendations are suggested.•Existing datasets and softwares on APHAD applications are surveyed.
论文关键词:Historical Arabic Documents,Writer identification,Data retrieval,Text analysis,Text recognition,Survey on Historical Arabic Documents
论文评审过程:Received 16 March 2019, Revised 10 October 2019, Accepted 27 November 2019, Available online 29 November 2019, Version of Record 13 December 2019.
论文官网地址:https://doi.org/10.1016/j.patcog.2019.107144