• Graph-based keyword spotting[electronic resource] /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    杜威分類號: 006.4
    書名/作者: Graph-based keyword spotting/ Michael Stauffer, Andreas Fischer, Kaspar Riesen.
    作者: Stauffer, Michael.
    其他作者: Fischer, Andreas.
    出版者: Singapore : : World Scientific,, c2020.
    面頁冊數: 1 online resource (xxxi, 264 p.)
    標題: Pattern recognition systems.
    標題: Document imaging systems.
    標題: Image analysis.
    ISBN: 9789811206634
    ISBN: 9811206635
    書目註: Includes bibliographical references and index.
    內容註: Introduction -- Related work - Datasets -- Graph representations -- Graph matching -- Graph-based keyword spotting - Experiments -- Conclusion & future work -- Visualisation of graph representations -- Optimisation of the parameters -- Ensemble methods.
    摘要、提要註: Keyword Spotting (KWS) has been proposed as a flexible and more error-tolerant alternative to full transcriptions. In most cases, it allows to retrieve arbitrary query words in handwritten historical document. This comprehensive compendium gives a self-contained preamble and visually attractive description to the field of graph-based KWS. The volume highlights a profound insight into each step of the whole KWS pipeline, viz. image preprocessing, graph representation and graph matching. Written by two world-renowned co-authors, this unique title combines two very current research fields of graph-based pattern recognition and document analysis. The book serves as an attractive teaching material for graduate students, as well as a useful reference text for professionals, academics and researchers.
    電子資源: https://www.worldscientific.com/worldscibooks/10.1142/11452#t=toc
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