Şaykol, E.Sinop, A. K.Güdükbay, UğurUlusoy, ÖzgürÇetin, A. Enis2016-02-082016-02-0820041057-71491941-0042http://hdl.handle.net/11693/24313There is an accelerating demand to access the visual content of documents stored in historical and cultural archives. Availability of electronic imaging tools and effective image processing techniques makes it feasible to process the multimedia data in large databases. In this paper, a framework for content-based retrieval of historical documents in the Ottoman Empire archives is presented. The documents are stored as textual images, which are compressed by constructing a library of symbols occurring in a document, and the symbols in the original image are then replaced with pointers into the codebook to obtain a compressed representation of the image. The features in wavelet and spatial domain based on angular and distance span of shapes are used to extract the symbols. In order to make content-based retrieval in historical archives, a query is specified as a rectangular region in an input image and the same symbol-extraction process is applied to the query region. The queries are processed on the codebook of documents and the query images are identified in the resulting documents using the pointers in textual images. The querying process does not require decompression of images. The new content-based retrieval framework is also applicable to many other document archives using different scripts.EnglishAngular and Distance SpanBinary Wavelet DecompositionContent-Based RetrievalHistorical Document CompressionPartial Symbol-Wise MatchingDatabase SystemsFeature ExtractionImage AnalysisImage CompressionImaging TechniquesMultimedia SystemsWavelet TransformsBinary Wavelet DecompositionHistorical document compressionPartial Symbol wise matchingTextual Image CompressionContent Based RetrievalAlgorithmArcheologyArtArticleAutomated Pattern RecognitionComparative StudyComputer Assisted DiagnosisComputer GraphicsComputer InterfaceComputer ProgramCultural AnthropologyDatabaseDocumentationEvaluationFactual DatabaseHypermediaImage EnhancementInformation CenterInformation DisseminationInformation ProcessingInternetMethodologyNatural Language ProcessingReproducibilitySensitivity and SpecificitySignal ProcessingValidation StudyAbstracting and IndexingAlgorithmsArchaeologyArchivesArtAutomatic Data ProcessingComputer GraphicsCultureData CompressionDatabase Management SystemsDatabases, FactualHypermediaImage EnhancementImage Interpretation, Computer-AssistedInformation DisseminationInternetNatural Language ProcessingPattern Recognition, AutomatedReproducibility of ResultsSensitivity and SpecificitySignal Processing, Computer-AssistedSoftwareUser-Computer InterfaceArticle10.1109/TIP.2003.821114