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Document Layout Analysis
Taschenbuch von Showmik Bhowmik
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Dr. Showmik Bhowmik is currently working as an assistant professor in the Department of Computer Science and Engineering at Ghani Khan Choudhury Institute of Engineering and Technology, a centrally funded technical institute under the Ministry of Education, Government of India. He has received his ME and PhD degree from Jadavpur University, India, from the Department of Computer Science and Engineering. During his PhD, Dr. Bhowmik was selected as Visvesvaraya Research Fellow under the Ministry of Electronics and Information Technology, Government of India. Dr. Bhowmik has more than 34 publications in SCI-indexed journals and conferences. His current areas of research are pattern recognition, image processing, offline handwriting recognition, machine learning, and deep learning.

Zusammenfassung

Presents various stages of document layout analysis (DLA)

Covers recent advancements in the domain of DLA

Provides examples such as trends in handwritten document

Inhaltsverzeichnis

Chapter 1. Introduction.- Chapter 2. Binarization.- Chapter 3. Document Region Segmentation.- Chapter 4. Document Region Classification.- Chapter 5. Case Study.- Chapter 6. Summary.

Details
Erscheinungsjahr: 2023
Fachbereich: Nachrichtentechnik
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: viii
86 S.
1 s/w Illustr.
86 p. 1 illus.
ISBN-13: 9789819942763
ISBN-10: 9819942764
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Bhowmik, Showmik
Auflage: 1st edition 2023
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 6 mm
Von/Mit: Showmik Bhowmik
Erscheinungsdatum: 01.08.2023
Gewicht: 0,16 kg
Artikel-ID: 126986141
Über den Autor

Dr. Showmik Bhowmik is currently working as an assistant professor in the Department of Computer Science and Engineering at Ghani Khan Choudhury Institute of Engineering and Technology, a centrally funded technical institute under the Ministry of Education, Government of India. He has received his ME and PhD degree from Jadavpur University, India, from the Department of Computer Science and Engineering. During his PhD, Dr. Bhowmik was selected as Visvesvaraya Research Fellow under the Ministry of Electronics and Information Technology, Government of India. Dr. Bhowmik has more than 34 publications in SCI-indexed journals and conferences. His current areas of research are pattern recognition, image processing, offline handwriting recognition, machine learning, and deep learning.

Zusammenfassung

Presents various stages of document layout analysis (DLA)

Covers recent advancements in the domain of DLA

Provides examples such as trends in handwritten document

Inhaltsverzeichnis

Chapter 1. Introduction.- Chapter 2. Binarization.- Chapter 3. Document Region Segmentation.- Chapter 4. Document Region Classification.- Chapter 5. Case Study.- Chapter 6. Summary.

Details
Erscheinungsjahr: 2023
Fachbereich: Nachrichtentechnik
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: viii
86 S.
1 s/w Illustr.
86 p. 1 illus.
ISBN-13: 9789819942763
ISBN-10: 9819942764
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Bhowmik, Showmik
Auflage: 1st edition 2023
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 6 mm
Von/Mit: Showmik Bhowmik
Erscheinungsdatum: 01.08.2023
Gewicht: 0,16 kg
Artikel-ID: 126986141
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