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Document Layout Analysis: SpringerBriefs in Computer Science

Autor Showmik Bhowmik
en Limba Engleză Paperback – aug 2023
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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Specificații

ISBN-13: 9789819942763
ISBN-10: 9819942764
Pagini: 86
Ilustrații: VIII, 86 p. 1 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.15 kg
Ediția:1st ed. 2023
Editura: Springer Nature Singapore
Colecția Springer
Seria SpringerBriefs in Computer Science

Locul publicării:Singapore, Singapore

Cuprins

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


Notă biografică

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.

Textul de pe ultima copertă

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.


Caracteristici

Presents various stages of document layout analysis (DLA) Covers recent advancements in the domain of DLA Provides examples such as trends in handwritten document