A Comparison Of Hidden Markov Model Features For The Recognition Of Cursive Handwriting
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A Comparison Of Hidden Markov Model Features For The Recognition Of Cursive Handwriting
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Author : Scott Connell
language : en
Publisher:
Release Date : 1996
A Comparison Of Hidden Markov Model Features For The Recognition Of Cursive Handwriting written by Scott Connell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Markov processes categories.
Markov Models For Handwriting Recognition
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Author : Thomas Plötz
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-02-02
Markov Models For Handwriting Recognition written by Thomas Plötz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-02 with Computers categories.
Since their first inception, automatic reading systems have evolved substantially, yet the recognition of handwriting remains an open research problem due to its substantial variation in appearance. With the introduction of Markovian models to the field, a promising modeling and recognition paradigm was established for automatic handwriting recognition. However, no standard procedures for building Markov model-based recognizers have yet been established. This text provides a comprehensive overview of the application of Markov models in the field of handwriting recognition, covering both hidden Markov models and Markov-chain or n-gram models. First, the text introduces the typical architecture of a Markov model-based handwriting recognition system, and familiarizes the reader with the essential theoretical concepts behind Markovian models. Then, the text reviews proposed solutions in the literature for open problems in applying Markov model-based approaches to automatic handwriting recognition.
Handwriting Recognition Using Neural Networks And Hidden Markov Models
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Author : Markus E. Schenkel
language : en
Publisher:
Release Date : 1995
Handwriting Recognition Using Neural Networks And Hidden Markov Models written by Markus E. Schenkel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Markov processes categories.
"This work presents a writer independent system for on-line handwriting recognition which processes cursive script and handprint in a variety of writing styles. It uses a combination of artificial neural netsorks and hidden Markov models. Its main features are: word level recognition, training from examples, recognition based segmentation and integration of contextual information"--Page 4 of cover.
Fundamentals In Handwriting Recognition
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Author : Sebastiano Impedovo
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Fundamentals In Handwriting Recognition written by Sebastiano Impedovo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
For many years researchers in the field of Handwriting Recognition were considered to be working in an area of minor importance in Pattern Recog nition. They had only the possibility to present the results of their research at general conferences such as the ICPR or publish their papers in journals such as some of the IEEE series or PR, together with many other papers generally oriented to the more promising areas of Pattern Recognition. The series of International Workshops on Frontiers in Handwriting Recog nition and International Conferences on Document Analysis and Recognition together with some special issues of several journals are now fulfilling the expectations of many researchers who have been attracted to this area and are involving many academic institutions and industrial companies. But in order to facilitate the introduction of young researchers into the field and give them both theoretically and practically powerful tools, it is now time that some high level teaching schools in handwriting recognition be held, also in order to unite the foundations of the field. Therefore it was my pleasure to organize the NATO Advanced Study Institute on Fundamentals in Handwriting Recognition that had its origin in many exchanges among the most important specialists in the field, during the International Workshops on Frontiers in Handwriting Recognition.
On Line Cursive Handwriting Recognition Using Hidden Markov Models And Statistical Grammars
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Author : John I. Makhoul
language : en
Publisher:
Release Date : 1994
On Line Cursive Handwriting Recognition Using Hidden Markov Models And Statistical Grammars written by John I. Makhoul and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.
Handwritten Cursive Character Recognition Using Hidden Markov Model
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Author : Kevin Shin
language : en
Publisher:
Release Date : 1993
Handwritten Cursive Character Recognition Using Hidden Markov Model written by Kevin Shin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Markov processes categories.
Advances In Handwriting Recognition
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Author : Seong-whan Lee
language : en
Publisher: World Scientific
Release Date : 1999-06-01
Advances In Handwriting Recognition written by Seong-whan Lee and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-06-01 with Computers categories.
Advances in Handwriting Recognition contains selected key papers from the 6th International Workshop on Frontiers in Handwriting Recognition (IWFHR '98), held in Taejon, Korea from 12 to 14, August 1998. Most of the papers have been expanded or extensively revised to include helpful discussions, suggestions or comments made during the workshop.
Off Line Cursive Handwriting Recognition Using Hidden Markov Models
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Author : H. Bunke
language : en
Publisher:
Release Date : 1994
Off Line Cursive Handwriting Recognition Using Hidden Markov Models written by H. Bunke and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.
Progress In Handwriting Recognition
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Author : Sebastiano Impedovo
language : en
Publisher: World Scientific
Release Date : 1997-07-04
Progress In Handwriting Recognition written by Sebastiano Impedovo and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-07-04 with categories.
Handwriting Recognition has become a very important research area which is attracting more and more scientists. In fact, the extraordinary advances in the field of data acquisition technology and the promising results of the research, nowadays make possible the development of commercial systems for processing and recognition of handwritten documents.This book contains the results of the activity of the most important academic and industrial research groups working in this area. The new issues arising in the field are focused and involve both theoretical and practical aspects related to handwriting recognition and document processing systems. The contributions of eminent experts point out the more interesting challenges for the scientific community ranging from acquisition and preprocessing of handwritten documents, to recognition of handwritten digits and words, to the design of multi-expert systems and the exploitation of the contextual knowledge to improve system performance.
Writer Identification And Verification
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Author : Andreas Schlapbach
language : en
Publisher: IOS Press
Release Date : 2008
Writer Identification And Verification written by Andreas Schlapbach and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computer vision categories.