Graph-based keyword spotting (Record no. 97757)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02473cam a2200385Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00011452 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190823s2019 si ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811206634 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9811206635 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.4 |
| 100 1# - AUTHOR NAME | |
| Author | Stauffer, Michael. |
| 245 10 - TITLE STATEMENT | |
| Title | Graph-based keyword spotting |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific Publishing, |
| Year of publication | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xxxi, 264 p.) |
| 490 1# - SERIES STATEMENT | |
| Series statement | Series in machine perception and artificial intelligence, |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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 In most cases, it allows to retrieve arbitrary query words in handwritten historical document.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. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Fischer, Andreas. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Riesen, Kaspar. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/11452#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Pattern recognition systems. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Document imaging systems. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Image analysis. |
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