On Line Handwriting Recognition Using Hidden Markov Models
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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.
On Line Handwriting Recognition Using Hidden Markov Models
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Author : Han Shu
language : en
Publisher:
Release Date : 1997
On Line Handwriting Recognition Using Hidden Markov Models written by Han Shu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.
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.
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.
Online Arabic Handwriting Recognition Using Hidden Markov Models
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Author : Fadi Biadsy
language : en
Publisher:
Release Date : 2005
Online Arabic Handwriting Recognition Using Hidden Markov Models written by Fadi Biadsy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Manuscripts, Arabic categories.
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.
Hidden Markov Models Applications In Computer Vision
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Author : Horst Bunke
language : en
Publisher: World Scientific
Release Date : 2001-06-04
Hidden Markov Models Applications In Computer Vision written by Horst Bunke and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-06-04 with Computers categories.
Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as handwriting recognition, shape recognition, face and gesture recognition, tracking, and image database retrieval.This book is also published as a special issue of the International Journal of Pattern Recognition and Artificial Intelligence (February 2001).
Online Handwriting Recognition Using Multiple Pattern Class Models
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Author : Scott Connell
language : en
Publisher:
Release Date : 2000
Online Handwriting Recognition Using Multiple Pattern Class Models 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 2000 with Autographs categories.
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.
Offline Handwriting Recognition Using Artificial Neural Network And Hidden Markov Model
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Author : Yong Haur Tay
language : en
Publisher:
Release Date : 2002
Offline Handwriting Recognition Using Artificial Neural Network And Hidden Markov Model written by Yong Haur Tay and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Artificial intelligence categories.