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The GIDOC Prototype

The GIDOC Prototype,Nicolás Serrano,Lionel Tarazón,Daniel Pérez,Oriol Ramos Terrades,Alfons Juan

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    • ...In [6], an open source tool called Gimpbased Interactive transcription of old text DOCuments (GI-DOC) is described which implements this basic strategy...
    • ...GIDOC is a first attempt to provide user-friendly, integrated support for interactive-predictive page layout analysis, text line detection and handwritten text transcription [6]...
    • ...As shown in Fig. 1, the GIDOC menu includes six entries, though here only the last one, Transcription, is briefly described (see [6] for more detailed descriptions)...
    • ...By clicking on it, its associated line image is extracted, preprocessed, transformed into a sequence of feature vectors, and Viterbi-decoded using character HMMs and a language model previously trained (see [6] for details on preprocessing, feature extraction, HMM-based image modeling and language modeling in GIDOC)...

    Nicolás Serranoet al. Active learning strategies for handwritten text transcription

    • ...This interactive handwriting transcription approach, also extended to interactive layout analysis and line detection, has been implemented in an open source tool called Gimp-based Interactive transcription of old text DOCuments (GIDOC) [8]...
    • ...GIDOC is a first attempt to provide user-friendly, integrated support for interactive-predictive page layout analysis, text line detection and handwritten text transcription [8]...
    • ...As shown in Fig. 1, the GIDOC menu includes six entries, though here only the last one, Transcription, is briefly described (see [8] for a more detailed description)...
    • ...trained (see [8] for details on preprocessing, feature extraction, HMM-based image modeling and language modeling in GIDOC)...
    • ...As done in language modeling for monolingual documents, the language models in the multilingual case, both for identification and transcription, can be implemented in terms of n-gram language models [8]...
    • ...Also as in the monolingual case, the image models for the different languages can be implemented in terms of character HMMs [8]...

    Miguel A. del Aguaet al. Language Identification for Interactive Handwriting Transcription of M...

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