Graph-based keyword spotting[electronic resource]

• 作者: Stauffer, Michael.
• 其他作者: Fischer, Andreas. , Riesen, Kaspar.
• 出版: Singapore : World Scientific c2020.
• 稽核項: 1 online resource (xxxi, 264 p.).
• 叢書名: Series in machine perception and artificial intelligence,v. 86
• 標題: Image analysis. , Pattern recognition systems. , Document imaging systems.
• ISBN: 9811206635 , 9789811206634
• ISBN: 9789811206627 , 1793-0839 ;
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• 附註: Includes bibliographical references and index. 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: 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 In most cases, it allows to retrieve arbitrary query words in handwritten historical document.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://dbs.tnua.edu.tw/login?url=https://www.worldscientific.com/worldscibooks/10.1142/11452#t=toc
• 系統號: 005325992
• 資料類型: 電子書
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• 引用網址: 複製連結
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