Learning network and structural based character recognition

182 p.

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Bibliographic Details
Main Author:	Cao, Hong
Other Authors:	Kot Chichung, Alex
Format:	Theses and Dissertations
Published:	2011
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
Online Access:	http://hdl.handle.net/10356/47007
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

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record_format	dspace
spelling	sg-ntu-dr.10356-470072023-07-04T15:32:25Z Learning network and structural based character recognition Cao, Hong Kot Chichung, Alex School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems 182 p. The advent of Tablet PC suggests the important future role of pen-based handwriting recognition in the new era of computing technology. Recognition of handwritten Chinese characters has been extremely challenging because of the large number of available characters, large character shape variations, various handwriting styles and unpredictable dynamic information in online handwriting. The popular statistical pattern matching (SPM) approaches and online structural approaches in general both have their own pros and cons, and they are mutually complementary. SPM approaches usually ensure achievement of reliable baseline recognition accuracy but it is inefficient in recognizing simple Chinese characters and in distinguishing some similar characters. Online structural approaches are more flexible since human knowledge is frequently used in the form of heuristic rules, but it is computationally expensive when an input character has too many structural primitives. Master of Engineering 2011-12-27T05:54:05Z 2011-12-27T05:54:05Z 2004 2004 Thesis http://hdl.handle.net/10356/47007 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems Cao, Hong Learning network and structural based character recognition
description	182 p.
author2	Kot Chichung, Alex
author_facet	Kot Chichung, Alex Cao, Hong
format	Theses and Dissertations
author	Cao, Hong
author_sort	Cao, Hong
title	Learning network and structural based character recognition
title_short	Learning network and structural based character recognition
title_full	Learning network and structural based character recognition
title_fullStr	Learning network and structural based character recognition
title_full_unstemmed	Learning network and structural based character recognition
title_sort	learning network and structural based character recognition
publishDate	2011
url	http://hdl.handle.net/10356/47007
_version_	1772827234820685824

Learning network and structural based character recognition

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