Autonomous Document Cleaning--A Generative Approach to Reconstruct Strongly Corrupted Scanned Texts

We study the task of cleaning scanned text documents that are strongly corrupted by dirt such as manual line strokes, spilled ink, etc. We aim at autonomously removing such corruptions from a single letter-size page based only on the information the page contains. Our approach first learns character...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 36(2014), 10 vom: 29. Okt., Seite 1950-62
1. Verfasser: Dai, Zhenwen (VerfasserIn)
Weitere Verfasser: Lücke, Jörg
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't