Document Analysis And Text Recognition Benchmarking State Of The Art Systems
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Document Analysis And Text Recognition Benchmarking State Of The Art Systems
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Author : Margner Volker
language : en
Publisher: World Scientific
Release Date : 2018-02-23
Document Analysis And Text Recognition Benchmarking State Of The Art Systems written by Margner Volker and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-23 with Computers categories.
The compendium presents the latest results of the most prominent competitions held in the field of Document Analysis and d104 Recognition. It includes a description of the participating systems and the underlying methods on one hand and the datasets used together with evaluation metrics on the other hand. This volume also demonstrates with examples, how to organize a competition and how to make it successful. It will be an indispensable handbook to the document image analysis community. Contents: Logical Structure and Segmentation: Logical Structure Extraction from Digitized Books (Antoine Doucet) Handwriting Segmentation (Nikolaos Stamatopoulos, Georgios Louloudis, and Basilis Gatos) Digits and Mathematical Expressions: Handwritten Digit and Digit String Recognition (Markus Diem, Stefan Fiel, and Florian Kleber) Handwritten Mathematical Expressions (Harold Mouchère, Christian Viard-Gaudin, Richard Zanibi, and Utpal Garain) Writer Identification and Signature Verification: Writer Identification (Georgios Louloudis, Nikolaos Stamatopoulos, and Basilis Gatos) Arabic Writer Identification Using AHTID/MW and KHATT Database (Fouad Slimane and Sameh Awaida) Signature Verification: Recent Developments and Perspectives (Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, and Marcus Liwicki) d104 Recognition: Handwritten d104 Recognition Competitions With the tranScriptorium Dataset (Joan Andreu Sánchez, Verónica Romero, Alejandro H Toselli, and Enrique Vidal) Multifont and Multisize Low-resolution Arabic d104 Recognition Using APTI Database (Fouad Slimane and Christine Vanoirbeek) Readership: Researchers, academics, professionals and graduate students in pattern recognition/image analysis, neural networks, and innovation/technology. Keywords: Document Analysis;Digitisation;Character Recognition;Mathematical Expression Recognition;Digit Recognition;Arabic Documents;Handwriting Recognition;Performance Evaluation;Benchmarking;CompetitionsReview:0
Handwritten Historical Document Analysis Recognition And Retrieval State Of The Art And Future Trends
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Author : Andreas Fischer
language : en
Publisher: World Scientific
Release Date : 2020-11-11
Handwritten Historical Document Analysis Recognition And Retrieval State Of The Art And Future Trends written by Andreas Fischer and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-11 with Computers categories.
In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study the whole processing chain of layout analysis, handwriting recognition, and retrieval of historical manuscripts. This description is complemented with an overview of other related research projects, in order to convey the current state of the art in the field and outline future trends.This must-have volume is a relevant reference work for librarians, archivists and computer scientists.
Document Analysis Systems Ii
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Author : Jonathan J Hull
language : en
Publisher: World Scientific
Release Date : 1998-04-22
Document Analysis Systems Ii written by Jonathan J Hull and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04-22 with Computers categories.
This book provides an overview of the state of the art in research and development of systems for document image analysis. Topics covered include a variety of systems and architectures for processing document images as well as methods for converting those images into formats that can be manipulated by a computer. The chapters are written by recognized experts in the field and describe Systems and Architectures, Recognition Techniques, Graphics Analysis, Document Image Retrieval, and World Wide Web Applications. Contents: Document De-Blurring Using Maximum Likelihood Methods (T Pavlidis)Language Identification in Complex, Unoriented, and Degraded Document Images (D-S Lee et al.)Language-Independent and Segmentation-Free Techniques for Optical Character Recognition (J Makhoul et al.)Priming the Recognizer (G Nagy & Y H Xu)A Multi-Layer Corroboration-Based Checked Reader (G F Houle et al.)A System for Copying Oversize Documents (J F Cullen)SPAM: A Scientific Paper Access Method (A L Spitz)Documents on the Move: DA&IR-Driven Mail Piece Processing Today and Tomorrow (U Miletzki)Evaluating the Performance of Techniques for the Extraction of Primitives from Line Drawings Composed of Horizontal and Vertical Lines (J F Arias et al.)Prediction of OCR Accuracy Using a Neural Network (J Gonzalez et al.)DocBrowse: A System for Textual and Graphical Querying on Degraded Document Image Data (M Y Jaisimha et al.)The Development of a General Framework for Intelligent Document Image Retrieval (D Doermann et al.)Evaluating Japanese Document Recognition in the Internet/Intranet Environment (T Hong et al.)Document Analysis and the World Wide Web (D Lopresti & J Zhou)and other papers Readership: Computer scientists and researchers in artificial intelligence, image processing & computer vision and document image analysis. keywords:Document Analysis;Document Recognition;Pattern Recognition;Layout Analysis;Skew Detection;Handwriting Recognition;Document Processing;Engineering Drawing Interpretation;Bank Check Recognition;WWW Image Recognition
Machine Learning In Document Analysis And Recognition
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Author : Simone Marinai
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-01-10
Machine Learning In Document Analysis And Recognition written by Simone Marinai 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 2008-01-10 with Computers categories.
The objective of Document Analysis and Recognition (DAR) is to recognize the text and graphical components of a document and to extract information. This book is a collection of research papers and state-of-the-art reviews by leading researchers all over the world. It includes pointers to challenges and opportunities for future research directions. The main goal of the book is to identify good practices for the use of learning strategies in DAR.
Document Analysis Systems
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Author : Seiichi Uchida
language : en
Publisher: Springer Nature
Release Date : 2022-05-17
Document Analysis Systems written by Seiichi Uchida and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-17 with Computers categories.
This book constitutes the refereed proceedings of the 15th IAPR International Workshop on Document Analysis Systems, DAS 2022, held in La Rochelle, France, in May 2022. The full papers presented were carefully reviewed and selected from numerous submissions addressing key techniques of document analysis.
Document Analysis Systems
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Author : A Lawrence Spitz
language : en
Publisher: World Scientific
Release Date : 1995-05-31
Document Analysis Systems written by A Lawrence Spitz and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-05-31 with Document imaging systems categories.
The 1st International Workshop on Document Analysis Systems (DAS94,) is a full workshop on research and development of systems for the analysis of document images. This volume will be of use to academic and industrial researchers, end-users, students and principal investigators. Contents:Palace: A Multilingual Document Recognition System (A L Spitz & M Ozaki)Programmable Contextual Analysis (D J Ittner & H S Baird)Using Consensus Sequence Voting to Correct OCR Errors (D Lopresti & J Zhou)Integration of Contextual Knowledge Sources into a Blackboard-Based Text Recognition System (R Sennhauser)Recognition of Handwritten Responses on US Census Forms (T M Breuel)Knowledge Organization and Interpretation Process in Engineering Drawing Interpretation (P Vaxiviere & K Tombre)Processing Imprecise and Structural Distorted Line Drawings by an Adaptable Drawing Interpretation Kernal (B Pasternak)Document Image Matching and Retrieval with Multiple Distortion-Invariant Descriptors (J J Hull)Off-Line Interpretation and Execution of Corrections on Text Documents (D Möri & H Bunke)Document Analysis and Learning (J Hull & T Bayer)Form Recognition (T Caesar & R G Casey)and other papers Readership: Computer scientists. keywords:
Character Recognition Systems
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Author : Mohamed Cheriet
language : en
Publisher: John Wiley & Sons
Release Date : 2007-11-27
Character Recognition Systems written by Mohamed Cheriet and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-27 with Technology & Engineering categories.
"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.
Document Analysis Systems Vii
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Author : Horst Bunke
language : en
Publisher: Springer
Release Date : 2006-01-20
Document Analysis Systems Vii written by Horst Bunke and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-20 with Computers categories.
This book constitutes the refereed proceedings of the 7th International Conference on Document Analysis Systems, DAS 2006, held in Nelson, New Zealand, in February 2006. The 33 revised full papers and 22 poster papers presented were carefully reviewed and selected from 78 submissions. The papers are organized in topical sections on digital libraries, image processing, handwriting, document structure and format, tables, language and script identification, systems and performance evaluation, and retrieval and segmentation.
Computational Science Iccs 2023
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Author : Jiří Mikyška
language : en
Publisher: Springer Nature
Release Date : 2023-06-29
Computational Science Iccs 2023 written by Jiří Mikyška and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-29 with Computers categories.
The five-volume set LNCS 14073-14077 constitutes the proceedings of the 23rd International Conference on Computational Science, ICCS 2023, held in Prague, Czech Republic, during July 3-5, 2023. The total of 188 full papers and 94 short papers presented in this book set were carefully reviewed and selected from 530 submissions. 54 full and 37 short papers were accepted to the main track; 134 full and 57 short papers were accepted to the workshops/thematic tracks. The theme for 2023, "Computation at the Cutting Edge of Science", highlights the role of Computational Science in assisting multidisciplinary research. This conference was a unique event focusing on recent developments in scalable scientific algorithms, advanced software tools; computational grids; advanced numerical methods; and novel application areas. These innovative novel models, algorithms, and tools drive new science through efficient application in physical systems, computational and systems biology, environmental systems, finance, and others.
Fuzzy Systems To Quantum Mechanics
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Author : Hong-xing Li
language : en
Publisher: World Scientific
Release Date : 2020-03-10
Fuzzy Systems To Quantum Mechanics written by Hong-xing Li and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-10 with Computers categories.
This unique compendium represents important action of fuzzy systems to quantum mechanics. From fuzzy sets to fuzzy systems, it also gives clear descriptions on the development on fuzzy logic, where the most important result is the probability presentation of fuzzy systems.The important conclusions on fuzzy systems are used in the study of quantum mechanics, which is a very new idea. Eight important conclusions are obtained. The author has proved that mass-point motions in classical mechanics must have waves, which means that any mass-point motion in classical mechanics has wave mass-point dualism as well as any microscopic particle motion must have wave-particle dualism. Based on this conclusion, it has been proven that classical mechanics and quantum mechanics are unified.