Graph-based Keyword Spotting

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 In most cases, it allows to retrieve arbitrary query words in handwritten historical document.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

Dettagli sul prodotto

• Autori: Andreas Fischer & Kasp Michael Stauffer
• Con la collaborazione di: Andreas Fischer (Editore), Andreas Fischer (Editore), Fischer Andreas (Editore), Kaspar Riesen (Editore), Michael Stauffer (Editore), Kaspar Riesen (Editore), Riesen Kaspar (Editore), Michael Stauffer (Editore)
• Editore: Ingram Publishers Services
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 30.09.2019
• EAN: 9789811206627
• ISBN: 978-981-1206-62-7
• Serie: Series In Machine Perception And Artificial Intelligence; Machine Perception and Artific
• Categorie: Guide e manuali; Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; COMPUTERS / Data Science / Data Visualization, COMPUTERS / Database Administration & Management, Data capture and analysis, Data Capture & Analysis