Digital Document Processing

With the advent of the Digital Library initiative, web document processing and biometric aspects of digital document processing, together with new techniques of printed and handwritten Optical Character Recognition (OCR), a good overview of this fast-developing field is invaluable. In this book, all the major and frontier topics in the field of document analysis are brought together into a single volume creating a unique reference source. Highlights include: document structure analysis followed by OCR of Japanese, Tibetan and Indian printed scripts; online and offline handwritten text recognition approaches; Japanese postal and Arabic check processing; document image quality modelling, mathematical expression recognition, graphics recognition, document information retrieval, super resolution text, metadata extraction in digital library; biometric and forensic aspects - individuality of handwriting detection; and web document analysis, text and hypertext mining and bank check data mining. Containing chapters written by some of the most eminent researchers active in this field, this book can serve as a handbook for the research scholar as well as a supporting book for advanced graduate students interested in document processing or image analysis.

ISBN 1846285011   Pages 488 ISBN13 9781846285011 (What's this?)   Volumes 1 Publisher Springer London Ltd   Weight (grammes) 857 Imprint Springer London Ltd   Published in England Format Hardback   Series title Advances in Computer Vision and Pattern Recognition Publication date 24 Jan 2007   Height (mm) 234 Library of Congress 2006927723   Width (mm) 156 DEWEY 006.42   Spine width (mm) 26 DEWEY edition DC22   Academic level Undergraduate, Postgraduate, Professional / Scholarly

1		Reading systems : an introduction to digital document processing by Lambert Schomaker		1
2		Document structure and layout analysis by Anoop M. Namboodiri and Anil K. Jain		29
3		OCR technologies for machine printed and hand printed Japanese text by Fumitaka Kimura		49
4		Multi-font printed Tibetan OCR by Xiaoqing Ding and Hua Wang		73
5		On OCR of a printed Indian script by Bidyut B. Chaudhuri		99
6		A bayesian network approach for on-line handwriting recognition by Sung-Jung Cho and Jin Hyung Kim		121
7		New advances and new challenges in on-line handwriting recognition and electronic ink management by Eric Anquetil and Guy Lorette		143
8		On-line Roman cursive handwriting recognition by Horst Bunke and Tamas Varga		165
9		Robustness design of industrial strength recognition systems by Hiromichi Fujisawa		185
10		Arabic cheque processing system : issues and future trends by M. Cheriet and Y. Al-Ohali and N. E. Ayat and C. Y. Suen		213
11		OCR of printed mathematical expressions by Utpal Garain and Bidyut B. Chaudhuri		235
12		The state of the art of document image degradation modelling by Henry S. Baird		261
13		Advances in graphics recognition by Joseph Llados		281
14		An introduction to super-resolution text by Celine Mancas-Thillou and Majid Mirmehdi		305
15		Meta-data extraction from bibliographic documents for the digital library by A. Belaid and D. Besagni		329
16		Document information retrieval by Stefan Klink and Koichi Kise and Andreas Dengel and Markus Junker and Stefan Agne		351
17		Biometric for forensic aspects of digital document processing by Sargur N. Srihari and Chen Huang and Haris Srivivasan and Vivek Shah		379
18		Web document analysis by Apostolos Antonacopoulos and Jianying Hu		407
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