| 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 In most cases, it allows to retrieve arbitrary query words in handwritten historical document.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 |