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Optical Character Recognition Systems for Different Languages with Soft Computing
Chaudhuri, Arindam; Mandaviya, Krupa; Badelia, Pratixa; Ghosh, Soumya K.
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Description for Optical Character Recognition Systems for Different Languages with Soft Computing
Hardback. Series: Studies in Fuzziness and Soft Computing. Num Pages: 248 pages, 95 black & white illustrations, biography. BIC Classification: UYM; UYQL; UYQP. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 16. Weight in Grams: 567.
The book offers a comprehensive survey of soft-computing models for optical character recognition systems. The various techniques, including fuzzy and rough sets, artificial neural networks and genetic algorithms, are tested using real texts written in different languages, such as English, French, German, Latin, Hindi and Gujrati, which have been extracted by publicly available datasets. The simulation studies, which are reported in details here, show that soft-computing based modeling of OCR systems performs consistently better than traditional models. Mainly intended as state-of-the-art survey for postgraduates and researchers in pattern recognition, optical character recognition and soft computing, this book will be useful ... Read more
The book offers a comprehensive survey of soft-computing models for optical character recognition systems. The various techniques, including fuzzy and rough sets, artificial neural networks and genetic algorithms, are tested using real texts written in different languages, such as English, French, German, Latin, Hindi and Gujrati, which have been extracted by publicly available datasets. The simulation studies, which are reported in details here, show that soft-computing based modeling of OCR systems performs consistently better than traditional models. Mainly intended as state-of-the-art survey for postgraduates and researchers in pattern recognition, optical character recognition and soft computing, this book will be useful ... Read more
Product Details
Format
Hardback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
248
Condition
New
Series
Studies in Fuzziness and Soft Computing
Number of Pages
248
Place of Publication
Cham, Switzerland
ISBN
9783319502519
SKU
V9783319502519
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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