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Quality Assurance in High Volume Document Digitization: A Survey
Lin, Xiaofan
HPL-2006-18
Keyword(s): quality assurance; document image analysis; OCR; digital library
Abstract: Quality assurance (QA) plays a critical role in high volume document digitization projects by making sure that the specified quality standard is reached under cost and time constraints. This paper takes a systematic view on this issue by summarizing and abstracting related existing work: quality bottlenecks and technical solutions throughout the whole processing pipeline, including cataloging, capture, image analysis and recognition, and error cascading; various strategies to conduct cost-effective QA, such as combination of auto-QA and manual QA, batch QA, special QA user interface, and open source QA. Notes: Published in and presented at the 2nd International Conference on Document Image Analysis for Libraries, 27-28 April 2006, Lyon, France
8 Pages
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