Offline Handwritten Word Recognition Using A Hybrid Neural Network And Hidden Markov Model
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Offline Handwritten Word Recognition Using A Hybrid Neural Network And Hidden Markov Model
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Author :
language : en
Publisher:
Release Date : 2001
Offline Handwritten Word Recognition Using A Hybrid Neural Network And Hidden Markov Model written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Artificial intelligence categories.
Handbook Of Character Recognition And Document Image Analysis
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Author : Horst Bunke
language : en
Publisher: World Scientific
Release Date : 1997-05-02
Handbook Of Character Recognition And Document Image Analysis 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 1997-05-02 with Computers categories.
Optical character recognition and document image analysis have become very important areas with a fast growing number of researchers in the field. This comprehensive handbook with contributions by eminent experts, presents both the theoretical and practical aspects at an introductory level wherever possible.
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.
Isolated Word Recognition Using Hidden Markov Model And Neural Network
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Author : Muhammad Hassan Saif Siddiqi
language : en
Publisher:
Release Date : 1992
Isolated Word Recognition Using Hidden Markov Model And Neural Network written by Muhammad Hassan Saif Siddiqi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.
Off Line Cursive Handwritten Word Recognition Using Hidden Markov Models And Multiple Classifier Combination
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Author : Wenwei Wang
language : en
Publisher:
Release Date : 2003
Off Line Cursive Handwritten Word Recognition Using Hidden Markov Models And Multiple Classifier Combination written by Wenwei Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computer graphics 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).
Recognition Of Whiteboard Notes Online Offline And Combination
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Author : Horst Bunke
language : en
Publisher: World Scientific
Release Date : 2008-09-29
Recognition Of Whiteboard Notes Online Offline And Combination 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 2008-09-29 with Computers categories.
This book addresses the task of processing online handwritten notes acquired from an electronic whiteboard, which is a new modality in handwriting recognition research. The main motivation of this book is smart meeting rooms, aim to automate standard tasks usually performed by humans in a meeting.The book can be summarized as follows. A new online handwritten database is compiled, and four handwriting recognition systems are developed. Moreover, novel preprocessing and normalization strategies are designed especially for whiteboard notes and a new neural network based recognizer is applied. Commercial recognition systems are included in a multiple classifier system. The experimental results on the test set show a highly significant improvement of the recognition performance to more than 86%.
Handwriting Recognition
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Author : Zhi-Qiang Liu
language : en
Publisher: Springer
Release Date : 2012-11-07
Handwriting Recognition written by Zhi-Qiang Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-07 with Computers categories.
Over the last few decades, research on handwriting recognition has made impressive progress. The research and development on handwritten word recognition are to a large degree motivated by many application areas, such as automated postal address and code reading, data acquisition in banks, text-voice conversion, security, etc. As the prices of scanners, com puters and handwriting-input devices are falling steadily, we have seen an increased demand for handwriting recognition systems and software pack ages. Some commercial handwriting recognition systems are now available in the market. Current commercial systems have an impressive performance in recognizing machine-printed characters and neatly written texts. For in stance, High-Tech Solutions in Israel has developed several products for container ID recognition, car license plate recognition and package label recognition. Xerox in the U. S. has developed TextBridge for converting hardcopy documents into electronic document files. In spite of the impressive progress, there is still a significant perfor mance gap between the human and the machine in recognizing off-line unconstrained handwritten characters and words. The difficulties encoun tered in recognizing unconstrained handwritings are mainly caused by huge variations in writing styles and the overlapping and the interconnection of neighboring characters. Furthermore, many applications demand very high recognition accuracy and reliability. For example, in the banking sector, although automated teller machines (ATMs) and networked banking sys tems are now widely available, many transactions are still carried out in the form of cheques.
Handbook Of Document Image Processing And Recognition
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Author : David Doermann
language : en
Publisher: Springer
Release Date : 2014-05-22
Handbook Of Document Image Processing And Recognition written by David Doermann and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-22 with Computers categories.
The Handbook of Document Image Processing and Recognition is a comprehensive resource on the latest methods and techniques in document image processing and recognition. Each chapter provides a clear overview of the topic followed by the state of the art of techniques used – including elements of comparison between them – along with supporting references to archival publications, for those interested in delving deeper into topics addressed. Rather than favor a particular approach, the text enables the reader to make an informed decision for their specific problems.
Handwritten Word Recognition Using Hidden Markov Models
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Author : Mou-Yen Chen
language : en
Publisher:
Release Date : 1993
Handwritten Word Recognition Using Hidden Markov Models written by Mou-Yen Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.