Advances In Handwriting Recognition

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Advances in Handwriting Recognition

Author : Seong-Whan Lee
Publisher : World Scientific
ISBN 13 : 9814495409
Total Pages : 600 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Advances in Handwriting Recognition by : Seong-Whan Lee

Download or read book Advances in Handwriting Recognition written by Seong-Whan Lee and published by World Scientific. This book was released on 1999-06-01 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Handwriting Recognition contains selected key papers from the 6th International Workshop on Frontiers in Handwriting Recognition (IWFHR '98), held in Taejon, Korea from 12 to 14, August 1998. Most of the papers have been expanded or extensively revised to include helpful discussions, suggestions or comments made during the workshop. Contents:On-Line Hand Writing Recognition by Discrete HMM with Fast Learning (H Yasuda et al.)Diacritical Processing Using Efficient Accounting Procedures in a Forward Search (G Seni & J Seybold)A Handwritten Form Reader Architecture (C Cracknell & A C Downton)Combining Different Classifiers and Level of Knowledge: A First Step Towards an Adaptive Recognition System (D Ollivier et al.)Architecture for Handwritten Text Recognition Systems (G Kim et al.)Search Algorithms for the Recognition of Cursive Phrases Without World Segmentation (C Scagliola)A Method for the Determination of Features Used in Human Reading of Cursive Handwriting (L Schomaker & E Segers)Global Methods for Stroke Segmentation (Y Nakajima et al.)An Advanced Segmentation Technique for Cursive Word Recognition (G Dimauro et al.)Document Understanding Based on Maximum a Posteriori Probability Estimation (T Akagi & H Mizutani)Combining Shape Matrices and HMMs for Hand-Drawn Pictogram Recognition (S Muller et al.)and other papers Readership: Researchers and graduate students in computer science and electrical engineering. Keywords:Handwriting Recognition;Character Recognition;Document Analysis and Recognition;OCR (Optical Character Recognition);Online Recognition;Offline Recognition;Pen-Computing

Advances in Handwriting Recognition

Author : Seong-Whan Lee
Publisher : World Scientific
ISBN 13 : 9789810237158
Total Pages : 604 pages
Book Rating : 4.2/5 (371 download)

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Book Synopsis Advances in Handwriting Recognition by : Seong-Whan Lee

Download or read book Advances in Handwriting Recognition written by Seong-Whan Lee and published by World Scientific. This book was released on 1999 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frontiers in Handwriting Recognition contains selected key papers from the 6th International Workshop on Frontiers in Handwriting Recognition (IWFHR '98), held in Taejon, Korea from 12 to 14, August 1998. Most of the papers have been expanded or extensively revised to include helpful discussions, suggestions or comments made during the workshop.

Handwriting

Author : Byron Leite Dantas Bezerra
Publisher : Nova Science Publishers
ISBN 13 : 9781536119572
Total Pages : 395 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Handwriting by : Byron Leite Dantas Bezerra

Download or read book Handwriting written by Byron Leite Dantas Bezerra and published by Nova Science Publishers. This book was released on 2017 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has the primary goal of presenting and discussing some recent advances and ongoing developments in the Handwritten Text Recognition (HTR) field, resulting from works done on different HTR-related topics for the achievement of more accurate and efficient recognition systems. Nowadays, there is an enormous worldwide interest in HTR systems, which is mostly driven by the emergence of new portable devices incorporating handwriting recognition functions. Others interests are the biometric identification systems employing handwritten signatures, as well as the requirements from cultural heritage institutions like historical archives and libraries in order to preserve their large collections of historical (handwritten) documents. The book is organized into two sections: the first one is mainly devoted to describing the current state-of-the-art applications in HTR and the last advances in some of the steps involved in HTR workflow (that is, preprocessing, feature extraction, recognition engines, etc.), whereas the second focuses more on some relevant HTR-related applications.In more depth, the first part offers an overview of the current state-of-the-art applications of HTR technology and introduces the new challenges and research opportunities in the field. Besides, it provides a general discussion of currently ongoing approaches towards solving the underlying search problems on the basis of existing methods for HTR in terms of both accuracy and efficiency. In particular, there are chapters especially focused on image thresholding and enhancement, text image preprocessing techniques for historical handwritten documents and feature extraction methods for HTR. Likewise, in line with the breakout success of Deep Neural Networks (DNNs) in the field, a whole chapter is devoted to describing the designing of HTR systems based on DNNs. Finally, a chapter listing the most used benchmarking datasets for HTR is also included, providing detailed information about which types of HTR systems (on/offline) and features are commonly considered for each of them.In the second part, several systems -- also developed on the basis of the fundamental concepts and general approaches outlined in the first part -- are described for several HTR-related applications. Presented in the corresponding chapters, these applications cover a wide spectrum of scenarios: mathematical formulae recognition, scripting language recognition, multimodal handwriting-speech recognition, hardware design for online HTR, student performance evaluation through handwriting analysis, performance evaluation methods, keyword spotting, and handwritten signature verification systems.Last but not least, it is important to remark that to a large extent, this book is the result of works carried out by several researchers in the Handwritten Text Recognition field.Therefore, it owes credit to these researchers that have directly contributed to their ideas, discussions and technical collaborations, and in general who, in one manner or another, have made it possible.

Progress In Handwriting Recognition

Author : Sebastiano Impedovo
Publisher : World Scientific
ISBN 13 : 9814546313
Total Pages : 646 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Progress In Handwriting Recognition by : Sebastiano Impedovo

Download or read book Progress In Handwriting Recognition written by Sebastiano Impedovo and published by World Scientific. This book was released on 1997-07-04 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handwriting Recognition has become a very important research area which is attracting more and more scientists. In fact, the extraordinary advances in the field of data acquisition technology and the promising results of the research, nowadays make possible the development of commercial systems for processing and recognition of handwritten documents.This book contains the results of the activity of the most important academic and industrial research groups working in this area. The new issues arising in the field are focused and involve both theoretical and practical aspects related to handwriting recognition and document processing systems. The contributions of eminent experts point out the more interesting challenges for the scientific community ranging from acquisition and preprocessing of handwritten documents, to recognition of handwritten digits and words, to the design of multi-expert systems and the exploitation of the contextual knowledge to improve system performance.

Fundamentals in Handwriting Recognition

Author : Sebastiano Impedovo
Publisher : Springer Science & Business Media
ISBN 13 : 3642786464
Total Pages : 499 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Fundamentals in Handwriting Recognition by : Sebastiano Impedovo

Download or read book Fundamentals in Handwriting Recognition written by Sebastiano Impedovo and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years researchers in the field of Handwriting Recognition were considered to be working in an area of minor importance in Pattern Recog nition. They had only the possibility to present the results of their research at general conferences such as the ICPR or publish their papers in journals such as some of the IEEE series or PR, together with many other papers generally oriented to the more promising areas of Pattern Recognition. The series of International Workshops on Frontiers in Handwriting Recog nition and International Conferences on Document Analysis and Recognition together with some special issues of several journals are now fulfilling the expectations of many researchers who have been attracted to this area and are involving many academic institutions and industrial companies. But in order to facilitate the introduction of young researchers into the field and give them both theoretically and practically powerful tools, it is now time that some high level teaching schools in handwriting recognition be held, also in order to unite the foundations of the field. Therefore it was my pleasure to organize the NATO Advanced Study Institute on Fundamentals in Handwriting Recognition that had its origin in many exchanges among the most important specialists in the field, during the International Workshops on Frontiers in Handwriting Recognition.

Handbook of Document Image Processing and Recognition

Author : David Doermann
Publisher : Springer
ISBN 13 : 9780857298607
Total Pages : 1055 pages
Book Rating : 4.2/5 (986 download)

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Book Synopsis Handbook of Document Image Processing and Recognition by : David Doermann

Download or read book Handbook of Document Image Processing and Recognition written by David Doermann and published by Springer. This book was released on 2014-05-22 with total page 1055 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Document Image Processing and Recognition is a comprehensive resource on the latest methods and techniques in document image processing and recognition. Each chapter provides a clear overview of the topic followed by the state of the art of techniques used – including elements of comparison between them – along with supporting references to archival publications, for those interested in delving deeper into topics addressed. Rather than favor a particular approach, the text enables the reader to make an informed decision for their specific problems.

Advances In Chinese Document And Text Processing

Author : Liu Cheng-lin
Publisher : World Scientific
ISBN 13 : 981314369X
Total Pages : 292 pages
Book Rating : 4.8/5 (131 download)

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Book Synopsis Advances In Chinese Document And Text Processing by : Liu Cheng-lin

Download or read book Advances In Chinese Document And Text Processing written by Liu Cheng-lin and published by World Scientific. This book was released on 2017-03-14 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of invited chapters by experts in Chinese document and text processing, and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The chapters introduce the latest advances and state-of-the-art methods for Chinese document image analysis and recognition, font design, text analysis and speaker recognition. Handwritten Chinese character recognition and text line recognition are at the core of document image analysis (DIA), and therefore, are addressed in four chapters for different scripts (online characters, offline characters, ancient characters, and text lines). Two chapters on character recognition pay much attention to deep convolutional neural networks (CNNs), which are widely used and performing superiorly in various pattern recognition problems. A chapter is contributed to describe a large handwriting database consisting both online and offline characters and text pages. Postal mail reading and writer identification, addressed in two chapters, are important applications of DIA. The collection can serve as reference for students and engineers in Chinese document and text processing and their applications.

Advances in Character Recognition

Author : Xiaoqing Ding
Publisher : BoD – Books on Demand
ISBN 13 : 9535108239
Total Pages : 244 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Advances in Character Recognition by : Xiaoqing Ding

Download or read book Advances in Character Recognition written by Xiaoqing Ding and published by BoD – Books on Demand. This book was released on 2012-11-07 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents advances in character recognition, and it consists of 12 chapters that cover wide range of topics on different aspects of character recognition. Hopefully, this book will serve as a reference source for academic research, for professionals working in the character recognition field and for all interested in the subject.

Computer Recognition Systems 2

Author : Marek Kurzynski
Publisher : Springer Science & Business Media
ISBN 13 : 3540751750
Total Pages : 864 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computer Recognition Systems 2 by : Marek Kurzynski

Download or read book Computer Recognition Systems 2 written by Marek Kurzynski and published by Springer Science & Business Media. This book was released on 2007-10-18 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the results of the 5th International Conference on Computer Recognition Systems CORES’07 held 22-25 October 2007 in Hotel Tumski, Wroclaw, Poland. It brings together original research results in both methodological issues and different application areas of pattern recognition. The contributions cover all topics in pattern recognition including, for example, classification and interpretation of text, video, and voice.

Character and Handwriting Recognition

Author : P S P Wang
Publisher : World Scientific
ISBN 13 : 9814602787
Total Pages : 396 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Character and Handwriting Recognition by : P S P Wang

Download or read book Character and Handwriting Recognition written by P S P Wang and published by World Scientific. This book was released on 1991-08-29 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Character and handwriting recognition by computers is attracting much attention particularly because of its potential for application in many areas such as office automation, bank check processing, recognition of postal addresses and ZIP Codes, signature verification, and document and text recognition. Over the past four decades, many methods have been proposed, developed and tested for computers to recognize characters, and they have been reported in a variety of publications. The present volume is a coherent and integrated publication containing papers which give new research results in this increasingly active field. It is a boon to researchers, scientists and engineers who need to keep abreast of new developments in character and handwriting methodologies and applications. Contents: Foreword (C Y Suen)OCR and Off-Line Character Recognition:Optical Character Recognition — A Survey (S Impedovo et al.)Transformation-Ring-Projection (TRP) Algorithm and its VLSI Implementation (Y Y Tang et al.)Regularities and Singularities in Line Pictures (J C Simon & O Baret)On-Line Character Recognition:Speed, Accuracy, and Flexibility Trade-Offs in On-Line Character Recognition (C C Tappert)Chinese and Japanese Character Recognition: Some Research Achievements on Chinese Character Recognition in China (J-W Tai)Applications:Understanding Handwritten Text in a Structured Environment: Determining ZIP Codes from Addresses (E Cohen et al.)A Structural Approach to On-Line Character Recognition: System Design and Applications (F Nouboud & R Plamondon)Progress in Verification of Skillfully Simulated Handwritten Signatures (M Ammar)and other papers Readership: Computer scientists, engineers, researchers and industrialists.

Fundamentals in Handwriting Recognition

Author : Sebastiano Impedovo
Publisher : Springer
ISBN 13 :
Total Pages : 520 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fundamentals in Handwriting Recognition by : Sebastiano Impedovo

Download or read book Fundamentals in Handwriting Recognition written by Sebastiano Impedovo and published by Springer. This book was released on 1994-03-28 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the fundamental tools and ideas thatare generally usedin the handwriting recognition field.Though one of the oldest fields of computer patternrecognition, this topic is now attracting growing numbers ofresearchers in universities and development engineers inindustry.The volume is based on a NATO Advanced Study Institute thattook place in France in 1993. The most important algorithmsfor data acquisition, preprocessing, feature extraction, andclassification, andthe commonest database and devices foron-line and off-line recognition are presented. The role ofparallel machines and special networks in solving problemsin the field are also discussed.

Pattern Recognition Technologies and Applications: Recent Advances

Author : Verma, Brijesh
Publisher : IGI Global
ISBN 13 : 1599048094
Total Pages : 454 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Pattern Recognition Technologies and Applications: Recent Advances by : Verma, Brijesh

Download or read book Pattern Recognition Technologies and Applications: Recent Advances written by Verma, Brijesh and published by IGI Global. This book was released on 2008-06-30 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: The nature of handwriting in our society has significantly altered over the ages due to the introduction of new technologies such as computers and the World Wide Web. With increases in the amount of signature verification needs, state of the art internet and paper-based automated recognition methods are necessary. Pattern Recognition Technologies and Applications: Recent Advances provides cutting-edge pattern recognition techniques and applications. Written by world-renowned experts in their field, this easy to understand book is a must have for those seeking explanation in topics such as on- and offline handwriting and speech recognition, signature verification, and gender classification.

Chinese Handwriting Recognition: An Algorithmic Perspective

Author : Tonghua Su
Publisher : Springer Science & Business Media
ISBN 13 : 3642318126
Total Pages : 133 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Chinese Handwriting Recognition: An Algorithmic Perspective by : Tonghua Su

Download or read book Chinese Handwriting Recognition: An Algorithmic Perspective written by Tonghua Su and published by Springer Science & Business Media. This book was released on 2013-01-11 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing machines that can read handwriting like human beings has been an ambitious goal for more than half a century, driving talented researchers to explore diverse approaches. Obstacles have often been encountered that at first appeared insurmountable but were indeed overcome before long. Yet some open issues remain to be solved. As an indispensable branch, Chinese handwriting recognition has been termed as one of the most difficult Pattern Recognition tasks. Chinese handwriting recognition poses its own unique challenges, such as huge variations in strokes, diversity of writing styles, and a large set of confusable categories. With ever-increasing training data, researchers have pursued elaborate algorithms to discern characters from different categories and compensate for the sample variations within the same category. As a result, Chinese handwriting recognition has evolved substantially and amazing achievements can be seen. This book introduces integral algorithms used in Chinese handwriting recognition and the applications of Chinese handwriting recogniers. The first part of the book covers both widespread canonical algorithms to a reliable recognizer and newly developed scalable methods in Chinese handwriting recognition. The recognition of Chinese handwritten text is presented systematically, including instructive guidelines for collecting samples, novel recognition paradigms, distributed discriminative learning of appearance models and distributed estimation of contextual models for large categories, in addition to celebrated methods, e.g. Gradient features, MQDF and HMMs. In the second part of this book, endeavors are made to create a friendlier human-machine interface through application of Chinese handwriting recognition. Four scenarios are exemplified: grid-assisted input, shortest moving input, handwritten micro-blog, and instant handwriting messenger. All the while, the book moves from basic to more complex approaches, also providing a list for further reading with literature comments.

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

Author : Patricia Melin
Publisher : Springer Science & Business Media
ISBN 13 : 3540724311
Total Pages : 856 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Analysis and Design of Intelligent Systems Using Soft Computing Techniques by : Patricia Melin

Download or read book Analysis and Design of Intelligent Systems Using Soft Computing Techniques written by Patricia Melin and published by Springer Science & Business Media. This book was released on 2007-06-05 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.

Digital Document Processing

Author : Bidyut B. Chaudhuri
Publisher : Springer Science & Business Media
ISBN 13 : 184628726X
Total Pages : 473 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Digital Document Processing by : Bidyut B. Chaudhuri

Download or read book Digital Document Processing written by Bidyut B. Chaudhuri and published by Springer Science & Business Media. This book was released on 2007-03-13 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings all the major and frontier topics in the field of document analysis together into a single volume, creating a unique reference source that will be invaluable to a large audience of researchers, lecturers and students working in this field. With chapters written by some of the most distinguished researchers active in this field, this book addresses recent advances in digital document processing research and development.

Advances In Pattern Recognition And Artificial Intelligence

Author : Marleah Blom
Publisher : World Scientific
ISBN 13 : 9811239029
Total Pages : 277 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Advances In Pattern Recognition And Artificial Intelligence by : Marleah Blom

Download or read book Advances In Pattern Recognition And Artificial Intelligence written by Marleah Blom and published by World Scientific. This book was released on 2021-11-16 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes reviewed papers by international scholars from the 2020 International Conference on Pattern Recognition and Artificial Intelligence (held online). The papers have been expanded to provide more details specifically for the book. It is geared to promote ongoing interest and understanding about pattern recognition and artificial intelligence. Like the previous book in the series, this book covers a range of topics and illustrates potential areas where pattern recognition and artificial intelligence can be applied. It highlights, for example, how pattern recognition and artificial intelligence can be used to classify, predict, detect and help promote further discoveries related to credit scores, criminal news, national elections, license plates, gender, personality characteristics, health, and more.Chapters include works centred on medical and financial applications as well as topics related to handwriting analysis and text processing, internet security, image analysis, database creation, neural networks and deep learning. While the book is geared to promote interest from the general public, it may also be of interest to graduate students and researchers in the field.

Advances in Digital Handwritten Signature Processing

Author : Giuseppe Pirlo
Publisher : World Scientific
ISBN 13 : 9814579645
Total Pages : 164 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Advances in Digital Handwritten Signature Processing by : Giuseppe Pirlo

Download or read book Advances in Digital Handwritten Signature Processing written by Giuseppe Pirlo and published by World Scientific. This book was released on 2014-05-30 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the age of e-society, handwritten signature processing is an enabling technology in a multitude of fields in the “digital agenda” of many countries, ranging from e-health to e-commerce, from e-government to e-justice, from e-democracy to e-banking, and smart cities. Handwritten signatures are very complex signs; they are the result of an elaborate process that depends on the psychophysical state of the signer and the conditions under which the signature apposition process occurs. Notwithstanding, recent efforts from academies and industries now make possible the integration of signature-based technologies into other standard equipment to form complete solutions that are able to support the security requirements of today's society. Advances in Digital Handwritten Signature Processing primarily provides an update on the most fascinating and valuable researches in the multifaceted field of handwritten signature analysis and processing. The chapters within also introduce and discuss critical aspects and precious opportunities related to the use of this technology, as well as highlight fundamental theoretical and applicative aspects of the field. This book contains papers by well-recognized and active researchers and scientists, as well as by engineers and commercial managers working for large international companies in the field of signature-based systems for a wide range of applications and for the development of e-society. This publication is devoted to both researchers and experts active in the field of biometrics and handwriting forensics, as well as professionals involved in the development of signature-based solutions for advanced applications in medicine, finance, commerce, banking, public and private administrations, etc. Handwritten Signature Processing may also be used as an advanced textbook by graduate students. Contents:Stability Analysis of Online Signatures in the Generation Domain (Giuseppe Pirlo, Donato Impedovo, Rejean Plamondon and Christian O'Reilly)Exploiting Stability Regions for Online Signature Verification (Antonio Parziale and Angelo Marcelli)Two Bioinspired Methods for Dynamic Signatures Analysis (Jânio Canuto, Bernadette Dorizzi and Jogurta Montalvão)Using Global Features for Pre-Classification in Online Signature Verification Systems (Marianela Parodi and Juan C Gómez)Instance Selection Method in Multi-Expert System for Online Signature Verification (Giuseppe Pirlo, Donato Barbuzzi and Donato Impedovo)Towards a Shared Conceptualization for Automatic Signature Verification (Markus Liwicki, Muhammad Imran Malik and Charles Berger)Offline Signature Verification Based on Probabilistic Representation of Grid Events (Konstantina Barkoula, Elias N Zois, Evangelos Zervas and George Economou)Local Features for Off-Line Forensic Signature Verificaton (Muhammad Imran Malik, Markus Liwicki and Andreas Dengel)Emerging Issues for Static Handwritten Signature Biometrics (Moises Diaz-Caprera, Aythami Morales and Miguel A Ferrer)Biometric Signatures in Mobility: The Need for Transformation and the Opportunity for Innovation (Emilio Paterlini)Biometric Handwritten Solution: A World in a Signature (Carlo Nava) Readership: Professionals, experts & researchers in the fields of biometrics and signature-based technology/solutions; advanced graduate students. Keywords:Handwritten Signature;Biometry;Digital Forensics;Personal Verification;Open Society