Guide to OCR for Indic Scripts (eBook, PDF)
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This unique guide/reference is the very first comprehensive book on the subject of OCR (Optical Character Recognition) for Indic scripts. Features: contains contributions from the leading researchers in the field; discusses data set creation for OCR development; describes OCR systems that cover 8 different scripts - Bangla, Devanagari, Gurmukhi, Gujarati, Kannada, Malayalam, Tamil, and Urdu (Perso-Arabic); explores the challenges of Indic script handwriting recognition in the online domain; examines the development of handwriting-based text input systems; describes ongoing work to increase…mehr

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Produktbeschreibung
This unique guide/reference is the very first comprehensive book on the subject of OCR (Optical Character Recognition) for Indic scripts. Features: contains contributions from the leading researchers in the field; discusses data set creation for OCR development; describes OCR systems that cover 8 different scripts - Bangla, Devanagari, Gurmukhi, Gujarati, Kannada, Malayalam, Tamil, and Urdu (Perso-Arabic); explores the challenges of Indic script handwriting recognition in the online domain; examines the development of handwriting-based text input systems; describes ongoing work to increase access to Indian cultural heritage materials; provides a section on the enhancement of text and images obtained from historical Indic palm leaf manuscripts; investigates different techniques for word spotting in Indic scripts; reviews mono-lingual and cross-lingual information retrieval in Indic languages. This is an excellent reference for researchers and graduate students studying OCR technology and methodologies.

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

  • Produktdetails
  • Verlag: Springer-Verlag GmbH
  • Erscheinungstermin: 25. September 2009
  • Englisch
  • ISBN-13: 9781848003309
  • Artikelnr.: 37356562
Inhaltsangabe
Part I: Recognition of Indic Scripts Building Data Sets for Indian Language OCR ResearchC. V. Jawahar, Anand Kumar, A. Phaneendra and K.J. Jinesh On OCR of major Indian scripts: Bangla and DevanagariB. B. Chaudhari A Complete Machine Printed Gurmukhi OCR SystemGurpreet Singh Lehal Progress in Gujarati Document Processing and Character RecognitionJignesh Dholakia, Atul Negi and S. Rama Mohan Design of a bilingual Kannada-English OCRR. S. Umesh , P. B. Pati and A. G. Ramakrishnan Recognition of Malayalam DocumentsN. V. Neeba , Anoop Namboodiri, C. V. Jawahar and P. J. Narayanan A Complete OCR System for Tamil Magazine DocumentsK. H. Aparna and V. S. Chakravarthy Experiments on Urdu Text RecognitionOmar Mukhtar, Srirangaraj Setlur and Venu Govindaraju The BBN Byblos Hindi OCR SystemPrem Natarajan, Ehry MacRostie, and Michael Decerbo Generalization of Hindi OCR using Adaptive Segmentation and Font FilesMudit Agrawal, Huanfeng Ma and David Doermann Online Handwriting Recognition for Indic ScriptsA. Bharath and Sriganesh Madhvanath Part II: Retrieval of Indic Documents Enhancing Access to Primary Cultural Heritage Materials of IndiaPeter M. Scharf and Malcolm Hyman Digital Image Enhancement of Indic Historical ManuscriptsZhixin Shi, Srirangaraj Setlur and Venu Govindaraju GFG based Compression and Retrieval of Document Images in Indian ScriptsGaurav Harit, Shantanu Chaudhary and Ritu Garg Word spotting for Indic documents to facilitate retrievalAnurag Bhardwaj, Srirangaraj Setlur, Venu Govindaraju Indian Language Information RetrievalPrasenjit Majumder and Mandar Mitra