Advances In Character Recognition

Author : Xiaoqing Ding
Publisher : BoD – Books on Demand
ISBN 13 : 9535108239
Total Pages : 244 pages
Book Rating : 4.38/5 ( download)

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Download or read book Advances in Character Recognition written by Xiaoqing Ding and published by BoD – Books on Demand. This book was released on 2012-11-07 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents advances in character recognition, and it consists of 12 chapters that cover wide range of topics on different aspects of character recognition. Hopefully, this book will serve as a reference source for academic research, for professionals working in the character recognition field and for all interested in the subject.

Author : Mohamed Cheriet
Publisher : John Wiley & Sons
ISBN 13 : 9780470176528
Total Pages : 351 pages
Book Rating : 4.20/5 ( download)

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Download or read book Character Recognition Systems written by Mohamed Cheriet and published by John Wiley & Sons. This book was released on 2007-11-27 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Much of pattern recognition theory and practice, including methods such as Support Vector Machines, has emerged in an attempt to solve the character recognition problem. This book is written by very well-known academics who have worked in the field for many years and have made significant and lasting contributions. The book will no doubt be of value to students and practitioners." -Sargur N. Srihari, SUNY Distinguished Professor, Department of Computer Science and Engineering, and Director, Center of Excellence for Document Analysis and Recognition (CEDAR), University at Buffalo, The State University of New York "The disciplines of optical character recognition and document image analysis have a history of more than forty years. In the last decade, the importance and popularity of these areas have grown enormously. Surprisingly, however, the field is not well covered by any textbook. This book has been written by prominent leaders in the field. It includes all important topics in optical character recognition and document analysis, and is written in a very coherent and comprehensive style. This book satisfies an urgent need. It is a volume the community has been awaiting for a long time, and I can enthusiastically recommend it to everybody working in the area." -Horst Bunke, Professor, Institute of Computer Science and Applied Mathematics (IAM), University of Bern, Switzerland In Character Recognition Systems, the authors provide practitioners and students with the fundamental principles and state-of-the-art computational methods of reading printed texts and handwritten materials. The information presented is analogous to the stages of a computer recognition system, helping readers master the theory and latest methodologies used in character recognition in a meaningful way. This book covers: * Perspectives on the history, applications, and evolution of Optical Character Recognition (OCR) * The most widely used pre-processing techniques, as well as methods for extracting character contours and skeletons * Evaluating extracted features, both structural and statistical * Modern classification methods that are successful in character recognition, including statistical methods, Artificial Neural Networks (ANN), Support Vector Machines (SVM), structural methods, and multi-classifier methods * An overview of word and string recognition methods and techniques * Case studies that illustrate practical applications, with descriptions of the methods and theories behind the experimental results Each chapter contains major steps and tricks to handle the tasks described at-hand. Researchers and graduate students in computer science and engineering will find this book useful for designing a concrete system in OCR technology, while practitioners will rely on it as a valuable resource for the latest advances and modern technologies that aren't covered elsewhere in a single book.

Author : Xiaoqing Ding
Publisher :
ISBN 13 : 9789535156697
Total Pages : 242 pages
Book Rating : 4.91/5 ( download)

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Download or read book Advances in Character Recognition written by Xiaoqing Ding and published by . This book was released on 2012 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents advances in character recognition, and it consists of 12 chapters that cover wide range of topics on different aspects of character recognition. Hopefully, this book will serve as a reference source for academic research, for professionals working in the character recognition field and for all interested in the subject.

Author : Seong-Whan Lee
Publisher : World Scientific
ISBN 13 : 9789810237158
Total Pages : 604 pages
Book Rating : 4.54/5 ( download)

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Download or read book Advances in Handwriting Recognition written by Seong-Whan Lee and published by World Scientific. This book was released on 1999 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frontiers 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.

Author : K.S. Fu
Publisher : Springer Science & Business Media
ISBN 13 : 3642664385
Total Pages : 278 pages
Book Rating : 4.80/5 ( download)

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Download or read book Syntactic Pattern Recognition, Applications written by K.S. Fu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The many different mathematical techniques used to solve pattem recognition problems may be grouped into two general approaches: the decision-theoretic (or discriminant) approach and the syntactic (or structural) approach. In the decision-theoretic approach, aset of characteristic measurements, called features, are extracted from the pattems. Each pattem is represented by a feature vector, and the recognition of each pattem is usually made by partitioning the feature space. Applications of decision-theoretic approach indude character recognition, medical diagnosis, remote sensing, reliability and socio-economics. A relatively new approach is the syntactic approach. In the syntactic approach, ea ch pattem is expressed in terms of a composition of its components. The recognition of a pattem is usually made by analyzing the pattem structure according to a given set of rules. Earlier applications of the syntactic approach indude chromosome dassification, English character recognition and identification of bubble and spark chamber events. The purpose of this monograph is to provide a summary of the major reeent applications of syntactic pattem recognition. After a brief introduction of syntactic pattem recognition in Chapter 1, the nin e mai n chapters (Chapters 2-10) can be divided into three parts. The first three chapters concem with the analysis of waveforms using syntactic methods. Specific application examples indude peak detection and interpretation of electro cardiograms and the recognition of speech pattems. The next five chapters deal with the syntactic recognition of two-dimensional pictorial pattems.

Author : Stephen V. Rice
Publisher : Springer Science & Business Media
ISBN 13 : 1461550211
Total Pages : 198 pages
Book Rating : 4.11/5 ( download)

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Download or read book Optical Character Recognition written by Stephen V. Rice and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optical character recognition (OCR) is the most prominent and successful example of pattern recognition to date. There are thousands of research papers and dozens of OCR products. Optical Character Rcognition: An Illustrated Guide to the Frontier offers a perspective on the performance of current OCR systems by illustrating and explaining actual OCR errors. The pictures and analysis provide insight into the strengths and weaknesses of current OCR systems, and a road map to future progress. Optical Character Recognition: An Illustrated Guide to the Frontier will pique the interest of users and developers of OCR products and desktop scanners, as well as teachers and students of pattern recognition, artificial intelligence, and information retrieval. The first chapter compares the character recognition abilities of humans and computers. The next four chapters present 280 illustrated examples of recognition errors, in a taxonomy consisting of Imaging Defects, Similar Symbols, Punctuation, and Typography. These examples were drawn from large-scale tests conducted by the authors. The final chapter discusses possible approaches for improving the accuracy of today's systems, and is followed by an annotated bibliography. Optical Character Recognition: An Illustrated Guide to the Frontier is suitable as a secondary text for a graduate level course on pattern recognition, artificial intelligence, and information retrieval, and as a reference for researchers and practitioners in industry.

Author : Tarek Sobh
Publisher : Springer Science & Business Media
ISBN 13 : 904813658X
Total Pages : 569 pages
Book Rating : 4.82/5 ( download)

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Download or read book Innovations and Advances in Computer Sciences and Engineering written by Tarek Sobh and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations and Advances in Computer Sciences and Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Innovations and Advances in Computer Sciences and Engineering includes selected papers form the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2008) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2008).

Author : Sebastiano Impedovo
Publisher : World Scientific
ISBN 13 : 9814546313
Total Pages : 646 pages
Book Rating : 4.17/5 ( download)

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Download or read book Progress In Handwriting Recognition written by Sebastiano Impedovo and published by World Scientific. This book was released on 1997-07-04 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : S-W Lee
Publisher : World Scientific
ISBN 13 : 9814495328
Total Pages : 268 pages
Book Rating : 4.25/5 ( download)

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Download or read book Advances in Oriental Document Analysis and Recognition Techniques written by S-W Lee and published by World Scientific. This book was released on 1999-01-08 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, rapid progress has been made in computer processing of oriental languages, and the research developments in this area have resulted in tremendous changes in handwriting processing, printed oriental character recognition, document analysis and recognition, automatic input methodologies for oriental languages, etc. Advances in computer processing of oriental languages can also be seen in multimedia computing and the World Wide Web. Many of the results in those domains are presented in this book. Contents:Intriguing Aspects of Oriental Languages (C Y Suen et al.)The Generation of Oriental Characters: New Perspectives for Automatic Handwriting Processing (R Plamondon et al.)A New Synthesizing Method for Handwriting Korean Scripts (D-H Lee & H-G Cho)Differentiating Between Oriental and European Scripts by Statistical Features (L Lam et al.)Gray-Scale Nonlinear Shape Normalization Method for Handwritten Oriental Character Recognition (S-Y Kim & S-W Lee)Distributed Autonomous Agents for Chinese Document Image Segmentation (J Liu & Y Y Tang)Ink Matching of Cursive Chinese Handwritten Annotations (D P Lopresti et al.)On-Line Handwritten Chinese Character Recognition Directed by Components with Dynamic Templates (X Xiao & R Dai)A Reliability Design Methodology for Chinese Character Recognition (Y S Huang et al.)Typeface Identification for Printed Chinese Characters (Y-H Tseng et al.)A Self-Organizing Hierarchical Classifier for Multi-Lingual Large-Set Oriental Character Recognition (H-S Park et al.)Printed Chinese Character Similarity Measurement Using Ring Projection and Distance Transform (P C Yuen et al.)Segmentation and Recognition of Continuous Handwriting Chinese Text (C Hong et al.)Network-Based Approach to Korean Handwriting Analysis (B-K Sin & J H Kim)Comparison of Feature Performance and Its Application to Feature Combination in Off-Line Handwritten Korean Alphabet Recognition (K Seo et al.) Readership: Graduate students and researchers in computer science. Keywords:Oriental Character Recognition;Handwriting Recognition;Document Analysis and Recognition;OCR (Optical Character Recognition);Document Image Analysis

Author : Rajiv Gupta
Publisher : CRC Press
ISBN 13 : 1000843580
Total Pages : 813 pages
Book Rating : 4.83/5 ( download)

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Download or read book Recent Advances in Material, Manufacturing, and Machine Learning written by Rajiv Gupta and published by CRC Press. This book was released on 2023-05-26 with total page 813 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of manufacturing in a country’s economy and societal development has long been established through their wealth generating capabilities. To enhance and widen our knowledge of materials and to increase innovation and responsiveness to ever-increasing international needs, more in-depth studies of functionally graded materials/tailor-made materials, recent advancements in manufacturing processes and new design philosophies are needed at present. The objective of this volume is to bring together experts from academic institutions, industries and research organizations and professional engineers for sharing of knowledge, expertise and experience in the emerging trends related to design, advanced materials processing and characterization, and advanced manufacturing processes.