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Könyv Optical Character Recognition Systems for Different Languages with Soft Computing Arindam Chaudhuri

Optical Character Recognition Systems for Different Languages with Soft Computing

Szerző: Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
57 597 Ft
The book offers a comprehensive survey of soft-computing models for optical character recognition sy...

Információk a könyvről

Szerző
Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2018
oldal
248
EAN
9783319843575
Enbook ID
20093628
Kiadó
Springer International Publishing AG
Súly
415
Méretek
155 x 14 x 15

Teljes leírás

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.

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