Document Analysis And Recognition With Wavelet And Fractal Theories
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Document Analysis And Recognition With Wavelet And Fractal Theories
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Author : Yuan Yan Tang
language : en
Publisher: World Scientific
Release Date : 2012
Document Analysis And Recognition With Wavelet And Fractal Theories written by Yuan Yan Tang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Computers categories.
Basic Concepts of Document Analysis and Understanding; Basic Concepts of Fractal Dimension; Basic Concepts of Wavelet Theory; Document Analysis by Fractal Dimension; Text Extraction by Wavelet Decomposition; Rotation Invariant by Fractal Theory with Central Projection Transform (CPT); Wavelet-Based and Fractal-Based Methods for Script Identification; Writer Identification Using Hidden Markov Model in Wavelet Domain (WD-HMM).
Wavelet Theory Approach To Pattern Recognition 3rd Edition
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Author : Yuan Yan Tang
language : en
Publisher: World Scientific
Release Date : 2024-08-27
Wavelet Theory Approach To Pattern Recognition 3rd Edition written by Yuan Yan Tang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Computers categories.
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.
Wavelet Theory Approach To Pattern Recognition 2nd Edition
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Author : Yuan Yan Tang
language : en
Publisher: World Scientific
Release Date : 2009-07-06
Wavelet Theory Approach To Pattern Recognition 2nd Edition written by Yuan Yan Tang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-06 with Mathematics categories.
The 2nd edition is an update of the book Wavelet Theory and its Application to Pattern Recognition published in 2000. Three new chapters, which are research results conducted during 2001-2008, are added. The book consists of three parts — the first presents a brief survey of the status of pattern recognition with wavelet theory; the second contains the basic theory of wavelet analysis; the third includes applications of wavelet theory to pattern recognition. The new book provides a bibliography of 170 references including the current state-of-the-art theory and applications of wavelet analysis to pattern recognition.
Wavelet Theory And Its Application To Pattern Recognition
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Author : Yuan Y. Tang
language : en
Publisher: World Scientific
Release Date : 2000
Wavelet Theory And Its Application To Pattern Recognition written by Yuan Y. Tang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.
This is not a purely mathematical book. It presents the basic principle of wavelet theory to electrical and electronic engineers, computer scientists, and students, as well as the ideas of how wavelets can be applied to pattern recognition. It also contains many novel research results from the authors'' research team.
Document Analysis And Text Recognition Benchmarking State Of The Art Systems
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Author : Volker Margner
language : en
Publisher: World Scientific
Release Date : 2018-02-27
Document Analysis And Text Recognition Benchmarking State Of The Art Systems written by Volker Margner and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-27 with Computers categories.
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.
Guide To Ocr For Arabic Scripts
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Author : Volker Märgner
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-07-03
Guide To Ocr For Arabic Scripts written by Volker Märgner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-03 with Computers categories.
This Guide to OCR for Arabic Scripts is the first book of its kind, specifically devoted to this emerging field. Topics and features: contains contributions from the leading researchers in the field; with a Foreword by Professor Bente Maegaard of the University of Copenhagen; presents a detailed overview of Arabic character recognition technology, covering a range of different aspects of pre-processing and feature extraction; reviews a broad selection of varying approaches, including HMM-based methods and a recognition system based on multidimensional recurrent neural networks; examines the evaluation of Arabic script recognition systems, discussing data collection and annotation, benchmarking strategies, and handwriting recognition competitions; describes numerous applications of Arabic script recognition technology, from historical Arabic manuscripts to online Arabic recognition.
Handwritten Historical Document Analysis Recognition And Retrieval State Of The Art And Future Trends
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Author : Andreas Fischer
language : en
Publisher: World Scientific
Release Date : 2020-11-11
Handwritten Historical Document Analysis Recognition And Retrieval State Of The Art And Future Trends written by Andreas Fischer and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-11 with Computers categories.
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.
Proceedings Of The Fifth International Conference On Document Analysis And Recognition September 20 22 1999 Bangalore India
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Author :
language : en
Publisher: I E E E
Release Date : 1999
Proceedings Of The Fifth International Conference On Document Analysis And Recognition September 20 22 1999 Bangalore India written by and has been published by I E E E this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.
Proceedings of the September 1999 conference on various aspects of document analysis and recognition. Following the keynote address on character and document research in the open mind initiative, 195 oral and poster contributions discuss topics including multimedia document processing; character recognition; document image processing; applications, checks, forms and music; DAS, electronic documents, and document segmentation; character recognition and classification; information retrieval; postal automation; document analysis systems; performance evaluation; and handwriting, font, graphics, word, Oriental character, and Indian languages recognition. Lacks a subject index. Annotation copyrighted by Book News, Inc., Portland, OR.
Machine Learning And Data Mining In Pattern Recognition
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Author : Petra Perner
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-07-16
Machine Learning And Data Mining In Pattern Recognition written by Petra Perner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-16 with Computers categories.
Ever wondered what the state of the art is in machine learning and data mining? Well, now you can find out. This book constitutes the refereed proceedings of the 5th International Conference on Machine Learning and Data Mining in Pattern Recognition, held in Leipzig, Germany, in July 2007. The 66 revised full papers presented together with 1 invited talk were carefully reviewed and selected from more than 250 submissions. The papers are organized in topical sections.
Data Mining With Decision Trees Theory And Applications 2nd Edition
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Author : Oded Z Maimon
language : en
Publisher: World Scientific
Release Date : 2014-09-03
Data Mining With Decision Trees Theory And Applications 2nd Edition written by Oded Z Maimon and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-03 with Computers categories.
Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer: