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Guide to OCR for Arabic Scripts

2012-07-03 Computers
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Release : 2012-07-03
Genre : Computers
Kind : eBook
Book Rating : 729/5 ( reviews)

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Book Synopsis Guide to OCR for Arabic Scripts by : Volker Märgner

Download or read book Guide to OCR for Arabic Scripts written by Volker Märgner. This book was released on 2012-07-03. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Guide to OCR for Indic Scripts

2009-09-25 Computers
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Release : 2009-09-25
Genre : Computers
Kind : eBook
Book Rating : 307/5 ( reviews)

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Book Synopsis Guide to OCR for Indic Scripts by : Venu Govindaraju

Download or read book Guide to OCR for Indic Scripts written by Venu Govindaraju. This book was released on 2009-09-25. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive text on Optical Character Recognition for Indic scripts. It covers many topics and describes OCR systems for eight different scripts—Bangla, Devanagari, Gurmukhi, Gujarti, Kannada, Malayalam, Tamil and Urdu.

Image Analysis and Processing — ICIAP 2015

2015-08-20 Computers
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Release : 2015-08-20
Genre : Computers
Kind : eBook
Book Rating : 347/5 ( reviews)

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Book Synopsis Image Analysis and Processing — ICIAP 2015 by : Vittorio Murino

Download or read book Image Analysis and Processing — ICIAP 2015 written by Vittorio Murino. This book was released on 2015-08-20. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 9279 and 9280 constitutes the refereed proceedings of the 18th International Conference on Image Analysis and Processing, ICIAP 2015, held in Genoa, Italy, in September 2015. The 129 papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in the following seven topical sections: video analysis and understanding, multiview geometry and 3D computer vision, pattern recognition and machine learning, image analysis, detection and recognition, shape analysis and modeling, multimedia, and biomedical applications.

Markov Models for Handwriting Recognition

2012-02-02 Computers
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Release : 2012-02-02
Genre : Computers
Kind : eBook
Book Rating : 880/5 ( reviews)

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Book Synopsis Markov Models for Handwriting Recognition by : Thomas Plötz

Download or read book Markov Models for Handwriting Recognition written by Thomas Plötz. This book was released on 2012-02-02. Available in PDF, EPUB and Kindle. Book excerpt: Since their first inception, automatic reading systems have evolved substantially, yet the recognition of handwriting remains an open research problem due to its substantial variation in appearance. With the introduction of Markovian models to the field, a promising modeling and recognition paradigm was established for automatic handwriting recognition. However, no standard procedures for building Markov model-based recognizers have yet been established. This text provides a comprehensive overview of the application of Markov models in the field of handwriting recognition, covering both hidden Markov models and Markov-chain or n-gram models. First, the text introduces the typical architecture of a Markov model-based handwriting recognition system, and familiarizes the reader with the essential theoretical concepts behind Markovian models. Then, the text reviews proposed solutions in the literature for open problems in applying Markov model-based approaches to automatic handwriting recognition.

Advances in Machine Learning and Signal Processing

2016-06-18 Technology & Engineering
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Release : 2016-06-18
Genre : Technology & Engineering
Kind : eBook
Book Rating : 133/5 ( reviews)

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Book Synopsis Advances in Machine Learning and Signal Processing by : Ping Jack Soh

Download or read book Advances in Machine Learning and Signal Processing written by Ping Jack Soh. This book was released on 2016-06-18. Available in PDF, EPUB and Kindle. Book excerpt: This book presents important research findings and recent innovations in the field of machine learning and signal processing. A wide range of topics relating to machine learning and signal processing techniques and their applications are addressed in order to provide both researchers and practitioners with a valuable resource documenting the latest advances and trends. The book comprises a careful selection of the papers submitted to the 2015 International Conference on Machine Learning and Signal Processing (MALSIP 2015), which was held on 15–17 December 2015 in Ho Chi Minh City, Vietnam with the aim of offering researchers, academicians, and practitioners an ideal opportunity to disseminate their findings and achievements. All of the included contributions were chosen by expert peer reviewers from across the world on the basis of their interest to the community. In addition to presenting the latest in design, development, and research, the book provides access to numerous new algorithms for machine learning and signal processing for engineering problems.

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