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001 978-3-319-50252-6
003 DE-He213
005 20220801215113.0
007 cr nn 008mamaa
008 161223s2017 sz | s |||| 0|eng d
020 _a9783319502526
_9978-3-319-50252-6
024 7 _a10.1007/978-3-319-50252-6
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aChaudhuri, Arindam.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_942362
245 1 0 _aOptical Character Recognition Systems for Different Languages with Soft Computing
_h[electronic resource] /
_cby Arindam Chaudhuri, Krupa Mandaviya, Pratixa Badelia, Soumya K Ghosh.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIX, 248 p. 95 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Fuzziness and Soft Computing,
_x1860-0808 ;
_v352
520 _aThe 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.
650 0 _aComputational intelligence.
_97716
650 0 _aPattern recognition systems.
_93953
650 0 _aComputational linguistics.
_96146
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputational Linguistics.
_96146
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aMandaviya, Krupa.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_942363
700 1 _aBadelia, Pratixa.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_942364
700 1 _aK Ghosh, Soumya.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_942365
710 2 _aSpringerLink (Online service)
_942366
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319502519
776 0 8 _iPrinted edition:
_z9783319502533
776 0 8 _iPrinted edition:
_z9783319843575
830 0 _aStudies in Fuzziness and Soft Computing,
_x1860-0808 ;
_v352
_942367
856 4 0 _uhttps://doi.org/10.1007/978-3-319-50252-6
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c77114
_d77114