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Optical Character Recognition Systems for Different Languages with Soft Computing Softcover reprint of the original 1st ed. 2017 [Pehme köide]

  • Formaat: Paperback / softback, 248 pages, kõrgus x laius: 235x155 mm, kaal: 454 g, 95 Illustrations, black and white; XIX, 248 p. 95 illus., 1 Paperback / softback
  • Sari: Studies in Fuzziness and Soft Computing 352
  • Ilmumisaeg: 07-Jul-2018
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319843575
  • ISBN-13: 9783319843575
Teised raamatud teemal:
  • Pehme köide
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  • Formaat: Paperback / softback, 248 pages, kõrgus x laius: 235x155 mm, kaal: 454 g, 95 Illustrations, black and white; XIX, 248 p. 95 illus., 1 Paperback / softback
  • Sari: Studies in Fuzziness and Soft Computing 352
  • Ilmumisaeg: 07-Jul-2018
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319843575
  • ISBN-13: 9783319843575
Teised raamatud teemal:
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 for professionals in computer vision and image processing alike, dealing with different issues related to optical character recognition.
1 Introduction.-2 Optical Character Recognition Systems.-3 Soft
Computing Techniques for Optical Character Recognition Systems.-4 Optical
Character Recognition Systems for English language.-5 Optical Character
Recognition Systems for French language.-6 Optical Character Recognition
Systems for German language.-7 Optical Character Recognition Systems for
Latin language.-8 Optical Character Recognition Systems for Hindi language.-9
Optical Character Recognition Systems for Gujrati language.-10 Summary and
Future Research.-Index.