Document Recognition

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Handbook of Document Image Processing and Recognition

Author : David Doermann
Publisher : Springer
ISBN 13 : 9780857298607
Total Pages : 1055 pages
Book Rating : 4.2/5 (986 download)

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Book Synopsis Handbook of Document Image Processing and Recognition by : David Doermann

Download or read book Handbook of Document Image Processing and Recognition written by David Doermann and published by Springer. This book was released on 2014-05-22 with total page 1055 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Machine Learning in Document Analysis and Recognition

Author : Simone Marinai
Publisher : Springer Science & Business Media
ISBN 13 : 3540762795
Total Pages : 435 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Machine Learning in Document Analysis and Recognition by : Simone Marinai

Download or read book Machine Learning in Document Analysis and Recognition written by Simone Marinai and published by Springer Science & Business Media. This book was released on 2008-01-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook Of Character Recognition And Document Image Analysis

Author : Horst Bunke
Publisher : World Scientific
ISBN 13 : 9814500380
Total Pages : 851 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Handbook Of Character Recognition And Document Image Analysis by : Horst Bunke

Download or read book Handbook Of Character Recognition And Document Image Analysis written by Horst Bunke and published by World Scientific. This book was released on 1997-05-02 with total page 851 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Guide to OCR for Indic Scripts

Author : Venu Govindaraju
Publisher : Springer Science & Business Media
ISBN 13 : 1848003307
Total Pages : 334 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Guide to OCR for Indic Scripts by : Venu Govindaraju

Download or read book Guide to OCR for Indic Scripts written by Venu Govindaraju and published by Springer Science & Business Media. This book was released on 2009-09-25 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive text on Optical Character Recognition for Indic scripts. It covers many topics and describes OCR systems for eight different scripts—Bangla, Devanagari, Gurmukhi, Gujarti, Kannada, Malayalam, Tamil and Urdu.

Document Analysis and Recognition - ICDAR 2024

Author : Elisa H. Barney Smith
Publisher : Springer Nature
ISBN 13 : 3031705335
Total Pages : 500 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Document Analysis and Recognition - ICDAR 2024 by : Elisa H. Barney Smith

Download or read book Document Analysis and Recognition - ICDAR 2024 written by Elisa H. Barney Smith and published by Springer Nature. This book was released on with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Document Analysis and Recognition – ICDAR 2021

Author : Josep Lladós
Publisher : Springer Nature
ISBN 13 : 303086331X
Total Pages : 878 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Document Analysis and Recognition – ICDAR 2021 by : Josep Lladós

Download or read book Document Analysis and Recognition – ICDAR 2021 written by Josep Lladós and published by Springer Nature. This book was released on 2021-09-04 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume set of LNCS 12821, LNCS 12822, LNCS 12823 and LNCS 12824, constitutes the refereed proceedings of the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, held in Lausanne, Switzerland in September 2021. The 182 full papers were carefully reviewed and selected from 340 submissions, and are presented with 13 competition reports. The papers are organized into the following topical sections: document analysis for literature search, document summarization and translation, multimedia document analysis, mobile text recognition, document analysis for social good, indexing and retrieval of documents, physical and logical layout analysis, recognition of tables and formulas, and natural language processing (NLP) for document understanding.

Recent Advances in Document Recognition and Understanding

Author : Minoru Mori
Publisher : BoD – Books on Demand
ISBN 13 : 9533073209
Total Pages : 106 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Recent Advances in Document Recognition and Understanding by : Minoru Mori

Download or read book Recent Advances in Document Recognition and Understanding written by Minoru Mori and published by BoD – Books on Demand. This book was released on 2011-10-21 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the field of document recognition and understanding, whereas scanned paper documents were previously the only recognition target, various new media such as camera-captured documents, videos, and natural scene images have recently started to attract attention because of the growth of the Internet/WWW and the rapid adoption of low-priced digital cameras/videos. The keys to the breakthrough include character detection from complex backgrounds, discrimination of characters from non-characters, modern or ancient unique font recognition, fast retrieval technique from large-scaled scanned documents, multi-lingual OCR, and unconstrained handwriting recognition. This book aims to present recent advances, applications, and new ideas that are relevant to document recognition and understanding, from technical topics such as image processing, feature extraction or classification, to new applications like camera-based recognition or character-based natural scene analysis. The goal of this book is to provide a new trend and a reference source for academic research and for professionals working in the document recognition and understanding field

Document Analysis and Recognition - ICDAR 2023

Author : Gernot A. Fink
Publisher : Springer Nature
ISBN 13 : 3031416856
Total Pages : 483 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Document Analysis and Recognition - ICDAR 2023 by : Gernot A. Fink

Download or read book Document Analysis and Recognition - ICDAR 2023 written by Gernot A. Fink and published by Springer Nature. This book was released on 2023-09-19 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This six-volume set of LNCS 14187, 14188, 14189, 14190, 14191 and 14192 constitutes the refereed proceedings of the 17th International Conference on Document Analysis and Recognition, ICDAR 2021, held in San José, CA, USA, in August 2023. The 53 full papers were carefully reviewed and selected from 316 submissions, and are presented with 101 poster presentations. The papers are organized into the following topical sections: Graphics Recognition, Frontiers in Handwriting Recognition, Document Analysis and Recognition.

Handbook of Character Recognition and Document Image Analysis

Author : Horst Bunke
Publisher : World Scientific
ISBN 13 : 9789810222703
Total Pages : 868 pages
Book Rating : 4.2/5 (227 download)

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Book Synopsis Handbook of Character Recognition and Document Image Analysis by : Horst Bunke

Download or read book Handbook of Character Recognition and Document Image Analysis written by Horst Bunke and published by World Scientific. This book was released on 1997 with total page 868 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Document Image Analysis

Author : K.C. Santosh
Publisher : Springer
ISBN 13 : 9811323399
Total Pages : 184 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Document Image Analysis by : K.C. Santosh

Download or read book Document Image Analysis written by K.C. Santosh and published by Springer. This book was released on 2018-09-18 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined. The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.

Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends

Author : Andreas Fischer
Publisher : World Scientific
ISBN 13 : 9811203253
Total Pages : 269 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends by : Andreas Fischer

Download or read book Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends written by Andreas Fischer and published by World Scientific. This book was released on 2020-11-11 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook of Pattern Recognition & Computer Vision

Author : Chi-hau Chen
Publisher : World Scientific
ISBN 13 : 9810230710
Total Pages : 1045 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Handbook of Pattern Recognition & Computer Vision by : Chi-hau Chen

Download or read book Handbook of Pattern Recognition & Computer Vision written by Chi-hau Chen and published by World Scientific. This book was released on 1999 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation. Presents the latest research findings in theory, techniques, algorithms, and major applications of pattern recognition and computer vision, as well as new hardware and architecture aspects. Contains sections on basic methods in pattern recognition and computer vision, nine recognition applications, inspection and robotic applications, and architectures and technology. Some areas discussed include cluster analysis, 3D vision of dynamic objects, speech recognition, computer vision in food handling, and video content analysis and retrieval. This second edition is extensively revised to describe progress in the field since 1993. Chen is affiliated with the electrical and computer engineering department at the University of Massachusetts-Dartmouth. Annotation copyrighted by Book News, Inc., Portland, OR.

Graphics Recognition. Algorithms and Applications

Author : Dorothea Blostein
Publisher : Springer
ISBN 13 : 3540458689
Total Pages : 380 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Graphics Recognition. Algorithms and Applications by : Dorothea Blostein

Download or read book Graphics Recognition. Algorithms and Applications written by Dorothea Blostein and published by Springer. This book was released on 2003-06-30 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents refereed and revised papers presented at GREC 2001, the 4th IAPR International Workshop on Graphics Recognition, which took place in Kingston, Ontario, Canada in September 2001. Graphics recognition is a branch of document image analysis that focuses on the recognition of two-dimensional notations such as engineering drawings, maps, mathematical notation, music notation, tables, and chemical structure diagrams. Due to the growing demand for both o?-line and on-line document recognition systems, the ?eld of graphics recognition has an excitingand promisingfuture. The GREC workshops provide an opportunity for researchers at all levels of experience to share insights into graphics recognition methods. The workshops enjoy strongparticipation from researchers in both industry and academia. They are sponsored by IAPR TC-10, the Technical Committee on Graphics Recog- tion within the International Association for Pattern Recognition. Edited v- umes from the previous three workshops in this series are available as Lecture Notes in Computer Science, Vols. 1072, 1389, and 1941. After the GREC 2001 workshop, authors were invited to submit enhanced versions of their papers for review. Every paper was evaluated by three reviewers. We are grateful to both authors and reviewers for their careful work during this review process. Many of the papers that appear in this volume were thoroughly revised and improved, in response to reviewers’ suggestions.

Graphics Recognition. Recent Advances and New Opportunities

Author : Liu Wenyin
Publisher : Springer
ISBN 13 : 3540881883
Total Pages : 345 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Graphics Recognition. Recent Advances and New Opportunities by : Liu Wenyin

Download or read book Graphics Recognition. Recent Advances and New Opportunities written by Liu Wenyin and published by Springer. This book was released on 2008-09-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains refereed and improved papers presented at the Seventh IAPR Workshop on Graphics Recognition (GREC2007), held in Curitiba, Brazil, September 20-21, 2007. The GREC workshops provide an excellent opportunity for researchers and practitioners at all levels of experience to meet colleagues and to share new ideas and knowledge about graphics recognition methods. Graphics recognition is a subfield of document image analysis that deals with graphical entities in engineering drawings, sketches, maps, architectural plans, musical scores, mathematical notation, tables, diagrams, etc. GREC2007 continued the tradition of past workshops held at Penn State University, USA (GREC 1995, LNCS Volume 1072, Springer, 1996); Nancy, France (GREC 1997, LNCS Volume 1389, Springer, 1998); Jaipur, India (GREC 1999, LNCS Volume 1941, Springer, 2000); Kingston, Canada (GREC 2001, LNCS Volume 2390, Springer, 2002); Barcelona, Spain (GREC 2003, LNCS Volume 3088, Springer, 2004); and Hong Kong, China (GREC 2005, LNCS Volume 3926, Springer, 2006). GREC2007 was also the first edition of a GREC workshop held at the same location of the ICDAR conference and it facilitated people to attend to both events. The program of GREC2007 was organized in a single-track 2-day workshop. It comprised several sessions dedicated to specific topics.

Handbook of Pattern Recognition and Computer Vision

Author : Chi-hau Chen
Publisher : World Scientific
ISBN 13 : 9814273392
Total Pages : 797 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Handbook of Pattern Recognition and Computer Vision by : Chi-hau Chen

Download or read book Handbook of Pattern Recognition and Computer Vision written by Chi-hau Chen and published by World Scientific. This book was released on 2010 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both pattern recognition and computer vision have experienced rapid progress in the last twenty-five years. This book provides the latest advances on pattern recognition and computer vision along with their many applications. It features articles written by renowned leaders in the field while topics are presented in readable form to a wide range of readers. The book is divided into five parts: basic methods in pattern recognition, basic methods in computer vision and image processing, recognition applications, life science and human identification, and systems and technology. There are eight new chapters on the latest developments in life sciences using pattern recognition as well as two new chapters on pattern recognition in remote sensing.

Document Analysis and Recognition – ICDAR 2023 Workshops

Author : Mickael Coustaty
Publisher : Springer Nature
ISBN 13 : 3031414985
Total Pages : 344 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Document Analysis and Recognition – ICDAR 2023 Workshops by : Mickael Coustaty

Download or read book Document Analysis and Recognition – ICDAR 2023 Workshops written by Mickael Coustaty and published by Springer Nature. This book was released on 2023-08-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 14193-14194 constitutes the proceedings of International Workshops co-located with the 17th International Conference on Document Analysis and Recognition, ICDAR 2023, held in San José, CA, USA, during August 21–26, 2023. The total of 43 regular papers presented in this book were carefully selected from 60 submissions. Part I contains 22 regular papers that stem from the following workshops: ICDAR 2023 Workshop on Computational Paleography (IWCP); ICDAR 2023 Workshop on Camera-Based Document Analysis and Recognition (CBDAR); ICDAR 2023 International Workshop on Graphics Recognition (GREC); ICDAR 2023 Workshop on Automatically Domain-Adapted and Personalized Document Analysis (ADAPDA); Part II contains 21 regular papers that stem from the following workshops: ICDAR 2023 Workshop on Machine Vision and NLP for Document Analysis (VINALDO); ICDAR 2023 International Workshop on Machine Learning (WML).

Graphics Recognition. Ten Years Review and Future Perspectives

Author : Wenyin Liu
Publisher : Springer Science & Business Media
ISBN 13 : 3540347119
Total Pages : 439 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Graphics Recognition. Ten Years Review and Future Perspectives by : Wenyin Liu

Download or read book Graphics Recognition. Ten Years Review and Future Perspectives written by Wenyin Liu and published by Springer Science & Business Media. This book was released on 2006-07-26 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Graphics Recognition, GREC 2005, held in Hong Kong, China, August 2005. The book presents 37 revised full papers together with a panel discussion report, organized in topical sections on engineering drawings vectorization and recognition, symbol recognition, graphic image analysis, structural document analysis, sketching and online graphics recognition, curves and shape processing, and graphics recognition contest results.