Document Image Analysis: Current Trends and Challenges in Graphics Recognition
Author:   K.C. Santosh
Publisher:   Springer Verlag, Singapore
Edition:   Softcover reprint of the original 1st ed. 2018
ISBN:  

9789811347696


Pages:   174
Publication Date:   16 December 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Document Image Analysis: Current Trends and Challenges in Graphics Recognition


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Overview

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.

Full Product Details

Author:   K.C. Santosh
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   Softcover reprint of the original 1st ed. 2018
Weight:   0.454kg
ISBN:  

9789811347696


ISBN 10:   9811347697
Pages:   174
Publication Date:   16 December 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1. Document Image Processing: Graphics Recognition.- Chapter 2. Graphical Symbol Recognition Systems, Applications and Validation.- Chapter 3.  Statistical Approaches.- Chapter 4.  Structural and Syntactic Approaches.- Chapter 5. Hybrid Approaches.- Chapter 6. Challenges.

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