(Download) "Graph-Based Keyword Spotting" by Michael Stauffer & Andreas Fischer;Kaspar Riesen * Book PDF Kindle ePub Free

eBook details

Title: Graph-Based Keyword Spotting
Author : Michael Stauffer & Andreas Fischer;Kaspar Riesen
Release Date : January 24, 2019
Genre: Computers & Internet,Books,Business & Personal Finance,Economics,Computers,Science & Nature,
Pages : * pages
Size : 16779 KB

Description

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 In most cases, it allows to retrieve arbitrary query words in handwritten historical document.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.
Contents: IntroductionRelated WorkDatasetsGraph RepresentationsGraph MatchingGraph-Based Keyword SpottingExperimentsConclusion & Future WorkAppendices:Visualisation of Graph RepresentationsOptimisation of the ParametersEnsemble Methods
Readership: Professionals, academics, researchers and graduate students in pattern recognition, AI, and databases.Keyword Spotting;Graph Matching;Graph Representation;Handwritten Historical Documents;Document Analysis00