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ERIC Number: EJ982830
Record Type: Journal
Publication Date: 2012-Jul-25
Pages: 19
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1990-3839
EISSN: N/A
State of the Art in Off-Line Writer Identification of Handwritten Text and Survey of Writer Identification of Arabic Text
Awaida, Sameh M.; Mahmoud, Sabri A.
Educational Research and Reviews, v7 n20 p445-463 Jul 2012
In this paper we present the state of the art in writer identification and verification of handwritten text. In addition, a special and extensive survey of writer identification and verification of Arabic handwritten text is also included. Different feature extraction techniques are addressed showing the different research groups' efforts as well as individual efforts. The different classification approaches, e.g. minimum distance classifiers and statistical classifiers, used for identification by writer and verification by different groups and individuals are presented. Identification results of surveyed publications are investigated and tabulated for ease of reference. Examples of writer identification and verification of others languages are addressed. An extensive survey of databases used in writer identification and verification for Latin and Arabic text is presented. Conclusions relevant to writer identification of Arabic text are discussed and future directions stated. (Contains 3 tables and 9 figures.)
Academic Journals. e-mail: err@academic.journals.org; e-mail: service@academicjournals.org; Web site: http://academicjournals.org/ERR2
Publication Type: Journal Articles; Reports - Evaluative
Education Level: Adult Education; Higher Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A