2004 · 11 citations · 15 references
ComputingComputer ScienceInformation TechnologyComputer VisionDigital ImagingInformation RetrievalDigital ArchivesDigital ArchivingDigital Image ProcessingDigital PreservationDocument Image AnalysisImage ProcessingBandwidthDigital Collections ManagementDigital Document LibrariesDigital Image AnalysisDigital Image ArchivingJust-in-time AccessLibrary AccessTransformations
Large-scale, multiterabyte digital libraries are becoming feasible due to decreasing costs of storage, CPU, and bandwidth. However, costs associated with preparing content for input into the library remain high due to the amount of human labor required. We describe the digital microfilm pipeline -sequence of image processing operations used to populate a large-scale digital library from a "mountain" of microfilm and reduce the human labor involved. Essential parts of the pipeline include algorithms for document zoning and labeling, consensus-based template creation, reversal of geometric transformations and just-in-time browsing, an interactive technique for progressive access of image content over a low-bandwidth medium. We also suggest more automated approaches to cropping, enhancement and data extraction.
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HIERARCHICAL REPRESENTATION OF OPTICALLY SCANNED DOCUMENTS
George Nagy, Sharad Seth · Likarska sprava · 1984 · 260 citations · Full text
High quality document image compression with “DjVu”
Le ́on Bottou · Journal of Electronic Imaging · 1998 · 232 citations