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Machine Learning in Document Analysis and Recognition

2008-01-10 Computers
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Release : 2008-01-10
Genre : Computers
Kind : eBook
Book Rating : 795/5 ( reviews)

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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. This book was released on 2008-01-10. 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.

Machine Learning in Document Analysis and Recognition

2007-12-27 Technology & Engineering
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Release : 2007-12-27
Genre : Technology & Engineering
Kind : eBook
Book Rating : 809/5 ( reviews)

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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. This book was released on 2007-12-27. 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.

Machine Learning in Document Analysis and Recognition

2010-11-23 Technology & Engineering
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Release : 2010-11-23
Genre : Technology & Engineering
Kind : eBook
Book Rating : 115/5 ( reviews)

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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. This book was released on 2010-11-23. 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.

Document Processing Using Machine Learning

2019-11-25 Computers
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Release : 2019-11-25
Genre : Computers
Kind : eBook
Book Rating : 83X/5 ( reviews)

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Book Synopsis Document Processing Using Machine Learning by : Sk Md Obaidullah

Download or read book Document Processing Using Machine Learning written by Sk Md Obaidullah. This book was released on 2019-11-25. Available in PDF, EPUB and Kindle. Book excerpt: Document Processing Using Machine Learning aims at presenting a handful of resources for students and researchers working in the document image analysis (DIA) domain using machine learning since it covers multiple document processing problems. Starting with an explanation of how Artificial Intelligence (AI) plays an important role in this domain, the book further discusses how different machine learning algorithms can be applied for classification/recognition and clustering problems regardless the type of input data: images or text. In brief, the book offers comprehensive coverage of the most essential topics, including: · The role of AI for document image analysis · Optical character recognition · Machine learning algorithms for document analysis · Extreme learning machines and their applications · Mathematical foundation for Web text document analysis · Social media data analysis · Modalities for document dataset generation This book serves both undergraduate and graduate scholars in Computer Science/Information Technology/Electrical and Computer Engineering. Further, it is a great fit for early career research scientists and industrialists in the domain.

Document Analysis Systems II

1998 Computers
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Release : 1998
Genre : Computers
Kind : eBook
Book Rating : 033/5 ( reviews)

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Book Synopsis Document Analysis Systems II by : Jonathan J. Hull

Download or read book Document Analysis Systems II written by Jonathan J. Hull. This book was released on 1998. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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