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Document Layout Analysis / by Showmik Bhowmik

By: Bhowmik, Showmik, autor
Material type: materialTypeLabelE-bookSeries: (SpringerBriefs in Computer Science, 2191-5776).Publisher: Singapore : Springer Nature , 2023Edition: 1st ed 2023.Description: 1 recurso en línea.ISBN: 9789819942770.Subject: Proceso digital de imágenesOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Chapter 1. Introduction -- Chapter 2. Binarization -- Chapter 3. Document Region Segmentation -- Chapter 4. Document Region Classification -- Chapter 5. Case Study -- Chapter 6. Summary.
Summary: Document layout analysis (DLA) is a crucial step towards the development of an effective document image processing system. In the early days of document image processing, DLA was not considered as a complete and complex research problem, rather just a pre-processing step having some minor challenges. The main reason for that is the type of layout being considered for processing was simple. Researchers started paying attention to this complex problem as they come across a large variety of documents. This book presents a clear view of the past, present, and future of DLA, and it also discusses two recent methods developed to address the said problem.
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Chapter 1. Introduction -- Chapter 2. Binarization -- Chapter 3. Document Region Segmentation -- Chapter 4. Document Region Classification -- Chapter 5. Case Study -- Chapter 6. Summary.

Document layout analysis (DLA) is a crucial step towards the development of an effective document image processing system. In the early days of document image processing, DLA was not considered as a complete and complex research problem, rather just a pre-processing step having some minor challenges. The main reason for that is the type of layout being considered for processing was simple. Researchers started paying attention to this complex problem as they come across a large variety of documents. This book presents a clear view of the past, present, and future of DLA, and it also discusses two recent methods developed to address the said problem.

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