Document Analysis And Text Recognition: Benchmarking State-of-the-art Systems
Document Analysis And Text Recognition: Benchmarking State-of-the-art Systems

Author: Volker Margner

Publisher: World Scientific

Published: 2018-02-27

Total Pages: 303

ISBN-13: 9813229284

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The compendium presents the latest results of the most prominent competitions held in the field of Document Analysis and Text Recognition. It includes a description of the participating systems and the underlying methods on one hand and the datasets used together with evaluation metrics on the other hand. This volume also demonstrates with examples, how to organize a competition and how to make it successful. It will be an indispensable handbook to the document image analysis community.

Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends
Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends

Author: Andreas Fischer

Publisher: World Scientific

Published: 2020-11-11

Total Pages: 269

ISBN-13: 9811203253

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In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study the whole processing chain of layout analysis, handwriting recognition, and retrieval of historical manuscripts. This description is complemented with an overview of other related research projects, in order to convey the current state of the art in the field and outline future trends.This must-have volume is a relevant reference work for librarians, archivists and computer scientists.

Document Analysis Systems VII
Document Analysis Systems VII

Author: Horst Bunke

Publisher: Springer

Published: 2006-01-20

Total Pages: 641

ISBN-13: 3540321578

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This book constitutes the refereed proceedings of the 7th International Conference on Document Analysis Systems, DAS 2006, held in Nelson, New Zealand, in February 2006. The 33 revised full papers and 22 poster papers presented were carefully reviewed and selected from 78 submissions. The papers are organized in topical sections on digital libraries, image processing, handwriting, document structure and format, tables, language and script identification, systems and performance evaluation, and retrieval and segmentation.

Computational Science – ICCS 2023
Computational Science – ICCS 2023

Author: Jiří Mikyška

Publisher: Springer Nature

Published: 2023-06-29

Total Pages: 687

ISBN-13: 3031360273

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The five-volume set LNCS 14073-14077 constitutes the proceedings of the 23rd International Conference on Computational Science, ICCS 2023, held in Prague, Czech Republic, during July 3-5, 2023. The total of 188 full papers and 94 short papers presented in this book set were carefully reviewed and selected from 530 submissions. 54 full and 37 short papers were accepted to the main track; 134 full and 57 short papers were accepted to the workshops/thematic tracks. The theme for 2023, "Computation at the Cutting Edge of Science", highlights the role of Computational Science in assisting multidisciplinary research. This conference was a unique event focusing on recent developments in scalable scientific algorithms, advanced software tools; computational grids; advanced numerical methods; and novel application areas. These innovative novel models, algorithms, and tools drive new science through efficient application in physical systems, computational and systems biology, environmental systems, finance, and others.

Wavelet Theory Approach To Pattern Recognition (3rd Edition)
Wavelet Theory Approach To Pattern Recognition (3rd Edition)

Author: Yuan Yan Tang

Publisher: World Scientific

Published: 2024-08-27

Total Pages: 563

ISBN-13: 9811284067

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This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are added with many novel research results.The useful reference text will benefit academics, researchers, computer scientists, electronic engineers and graduate students in the field of pattern recognition, image analysis, machine learning and electrical and electronic engineering.

Fuzzy Systems To Quantum Mechanics
Fuzzy Systems To Quantum Mechanics

Author: Hong-xing Li

Publisher: World Scientific

Published: 2020-03-10

Total Pages: 506

ISBN-13: 9811211205

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This unique compendium represents important action of fuzzy systems to quantum mechanics. From fuzzy sets to fuzzy systems, it also gives clear descriptions on the development on fuzzy logic, where the most important result is the probability presentation of fuzzy systems.The important conclusions on fuzzy systems are used in the study of quantum mechanics, which is a very new idea. Eight important conclusions are obtained. The author has proved that mass-point motions in classical mechanics must have waves, which means that any mass-point motion in classical mechanics has wave mass-point dualism as well as any microscopic particle motion must have wave-particle dualism. Based on this conclusion, it has been proven that classical mechanics and quantum mechanics are unified.

The Lognormality Principle And Its Applications In E-security, E-learning And E-health
The Lognormality Principle And Its Applications In E-security, E-learning And E-health

Author: Rejean Plamondon

Publisher: World Scientific

Published: 2020-11-17

Total Pages: 446

ISBN-13: 9811226849

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This compendium provides a detailed account of the lognormality principle characterizing the human motor behavior by summarizing a sound theoretical framework for modeling such a behavior, introducing the most recent algorithms for extracting the lognormal components of complex movements in 2, 2.5 and 3 dimensions. It also vividly reports the most advanced applications to handwriting analysis and recognition, signature and writer verification, gesture recognition and calligraphy generation, evaluation of motor skills, improvement/degradation with aging, handwriting learning, education and developmental deficits, prescreening of children with ADHD (Attention Development and Hyperactivity Disorder), monitoring of concussion recovery, diagnosis and monitoring of Alzheimer's and Parkinson's diseases and aging effects in speech and handwriting.The volume provides a unique and useful source of references on the lognormality principle, an update on the most recent advances and an outlook at the most promising future developments in e-Security, e-Learning and e-Health.

Data Mining In Time Series And Streaming Databases
Data Mining In Time Series And Streaming Databases

Author: Mark Last

Publisher: World Scientific

Published: 2018-01-12

Total Pages: 196

ISBN-13: 9813228059

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This compendium is a completely revised version of an earlier book, Data Mining in Time Series Databases, by the same editors. It provides a unique collection of new articles written by leading experts that account for the latest developments in the field of time series and data stream mining.The emerging topics covered by the book include weightless neural modeling for mining data streams, using ensemble classifiers for imbalanced and evolving data streams, document stream mining with active learning, and many more. In particular, it addresses the domain of streaming data, which has recently become one of the emerging topics in Data Science, Big Data, and related areas. Existing titles do not provide sufficient information on this topic.

Hybrid Metaheuristics: Research And Applications
Hybrid Metaheuristics: Research And Applications

Author: Siddhartha Bhattacharyya

Publisher: World Scientific

Published: 2018-09-28

Total Pages: 311

ISBN-13: 9813270241

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A metaheuristic is a higher-level procedure designed to select a partial search algorithm that may lead to a good solution to an optimization problem, especially with incomplete or imperfect information.This unique compendium focuses on the insights of hybrid metaheuristics. It illustrates the recent researches on evolving novel hybrid metaheuristic algorithms, and prominently highlights its diverse application areas. As such, the book helps readers to grasp the essentials of hybrid metaheuristics and to address real world problems.The must-have volume serves as an inspiring read for professionals, researchers, academics and graduate students in the fields of artificial intelligence, robotics and machine learning.Related Link(s)

Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)
Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)

Author: Lior Rokach

Publisher: World Scientific

Published: 2019-02-27

Total Pages: 301

ISBN-13: 9811201978

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This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized.The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods.