Distinction between handwritten and machine-printed text based on the bag of visual words model

In a variety of documents, ranging from forms to archive documents and books with annotations, machine printed and handwritten text may coexist in the same document image, raising significant issues within the recognition pipeline. It is, therefore, necessary to separate the two types of text so tha...

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Veröffentlicht in:	Pattern recognition 2014-03, Vol.47 (3), p.1051-1062
Hauptverfasser:	Zagoris, Konstantinos, Pratikakis, Ioannis, Antonacopoulos, Apostolos, Gatos, Basilis, Papamarkos, Nikos
Format:	Artikel
Sprache:	eng
Schlagworte:	Bag of visual words Couples Handwriting recognition Image detection Local features Mathematical models Page layout Pattern recognition Support vector machines Texts Visual
Online-Zugang:	Volltext
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