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» Unsupervised style classification of document page images
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ICDAR
2007
IEEE
13 years 11 months ago
Simultaneous Layout Style and Logical Entity Recognition in a Heterogeneous Collection of Documents
Logical entity recognition in heterogeneous collections of document page images remains a challenging problem since the performance of traditional supervised methods degrade drama...
S. Chen, S. Mao, G. Thoma
ICDAR
2009
IEEE
13 years 11 months ago
Unsupervised HMM Adaptation Using Page Style Clustering
In this paper we present an innovative two-stage adaptation approach for handwriting recognition that is based on clustering of similar pages in the training data. In our approach...
Huaigu Cao, Rohit Prasad, Shirin Saleem, Premkumar...
DIAL
2004
IEEE
158views Image Analysis» more  DIAL 2004»
13 years 8 months ago
Classification of Hebrew Calligraphic Handwriting Styles: Preliminary Results
This paper presents preliminary results for document classification of ancient Hebrew manuscripts. The main goal is to discriminate between documents of different writing styles, ...
Itay Bar Yosef, Klara Kedem, Its'hak Dinstein, Mal...
AIRS
2006
Springer
13 years 8 months ago
Learning to Separate Text Content and Style for Classification
Many text documents naturally have two kinds of labels. For example, we may label web pages from universities according to their categories, such as "student" or "fa...
Dell Zhang, Wee Sun Lee