Optical Character Recognition Systems for Different Languages with Soft Computing
tarafından
Chaudhuri, Arindam. author.
Başlık
:
Optical Character Recognition Systems for Different Languages with Soft Computing
Yazar
:
Chaudhuri, Arindam. author.
ISBN
:
9783319502526
Yazar
:
Chaudhuri, Arindam. author.
Edisyon
:
1st ed. 2017.
Fiziksel Niteleme
:
XIX, 248 p. 95 illus. online resource.
Seri
:
Studies in Fuzziness and Soft Computing, 352
Özet
:
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.
Konu Başlığı
:
Engineering.
Optical pattern recognition.
Computational linguistics.
Artificial intelligence.
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
Pattern Recognition. http://scigraph.springernature.com/things/product-market-codes/I2203X
Computational Linguistics. http://scigraph.springernature.com/things/product-market-codes/N22000
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Yazar Ek Girişi
:
Mandaviya, Krupa.
Badelia, Pratixa.
K Ghosh, Soumya.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 225368-1001 | Q342 | Springer E-Book Collection |